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Peringkat Otomatisasi Profesi, 2026

Peringkat langsung di atas seed corpus. Setiap grafik dihitung dari dataset multi-sumber 2026 yang sama.

Profesi paling terpapar

Top 20 berdasarkan skor komposit 5 tahun.

1
Pemrogram Komputer
75%
2
Perwakilan Layanan Pelanggan
70%
3
Spesialis Rekam Medis
67%
4
Operator Entri Data
67%
5
Analis Riset Pasar
65%
6
Transkripsionis Medis
64%
7
Perwakilan Penjualan Grosir dan Manufaktur (Kecuali Produk Teknis dan Ilmiah)
63%
8
Arsitek Basis Data
58%
9
Analis Keuangan dan Investasi
57%
10
Analis dan Penguji Jaminan Mutu Perangkat Lunak
52%
11
Asisten Statistik
51%
12
Analis Keamanan Siber
49%
13
Pengembang Web
48%
14
Pekerjaan Ilmu Matematika Lainnya
48%
15
Spesialis Dukungan Pengguna Komputer
47%
16
Penulis Teknis
47%
17
Analis Data
46%
18
Penata Letak Digital (Desktop Publisher)
46%
19
Ilmuwan Politik
45%
20
Spesialis Hubungan Masyarakat
45%

Profesi paling tidak terpapar

Top 20 dengan komposit 5 tahun terendah — peran fisik, interpersonal, dan kepercayaan tinggi.

1
Pemuat Tangki, Truk, dan Kapal
0%
2
Pengumpul Sampah dan Bahan Daur Ulang
0%
3
Operator Pompa Kepala Sumur
0%
4
Operator Pompa (Kecuali Pompa Sumur)
0%
5
Operator Kompresor dan Stasiun Pompa Gas
0%
6
Petugas Stok dan Pengisi Pesanan
0%
7
Pengepak dan Pengemas Manual
0%
8
Pengumpan Mesin dan Petugas Bongkar
0%
9
Buruh Angkut dan Pemindah Barang serta Material
0%
10
Pembersih Kendaraan dan Peralatan
0%
11
Operator Truk dan Traktor Industri
0%
12
Operator Kerekan dan Winch
0%
13
Operator Kapal Keruk
0%
14
Operator Derek dan Menara
0%
15
Operator Konveyor
0%
16
Inspektur Transportasi
0%
17
Teknisi Lalu Lintas
0%
18
Petugas Servis Kendaraan dan Kapal
0%
19
Petugas Parkir
0%
20
Penjaga Jembatan dan Pintu Air
0%

Paling banyak dicari di Tembrica

30 hari terakhir. Diperbarui setiap jam.

1 Dosen Ilmu Matematika 6 × 43%
2 Aktor 2 × 10%
3 Pemrogram Komputer 2 × 75%
4 Insinyur Elektronika (Kecuali Komputer) 2 × 10%
5 Pekerja Sosial 2 × 1%
6 Spesialis Sumber Daya Manusia 1 × 40%
7 Analis Manajemen 1 × 24%
8 Analis Data 1 × 46%
9 Administrator Pendidikan Tinggi 1 × 6%
10 Guru Pendidikan Khusus SMA 1 × 10%

Pertumbuhan vs. risiko (2024–2034)

Pertumbuhan BLS di X, risiko komposit di Y. Kiri atas = menyusut + risiko tinggi. Kanan bawah = tumbuh + risiko rendah (kuadran teraman).

-30% -15% 0% +15% +30% 0 25 50 75 100 Growth 2024–2034 (%) Composite risk (%) Direktur Utama / CEO — growth +4.3%, risk 3% Manajer Umum — growth +4.4%, risk 14% Anggota Legislatif — growth +3.4%, risk 0% Manajer Periklanan dan Promosi — growth -2.2%, risk 17% Manajer Pemasaran — growth +6.6%, risk 32% Manajer Penjualan — growth +4.7%, risk 4% Manajer Hubungan Masyarakat — growth +5.0%, risk 23% Manajer Layanan Administrasi — growth +4.6%, risk 0% Manajer Fasilitas — growth +3.8%, risk 13% Manajer TI — growth +15.2%, risk 16% Manajer Keuangan — growth +14.8%, risk 39% Manajer Produksi Industri — growth +1.9%, risk 1% Manajer Pembelian — growth +3.1%, risk 20% Manajer Transportasi, Penyimpanan, dan Distribusi — growth +6.1%, risk 10% Manajer Kompensasi dan Tunjangan — growth +0.2%, risk 0% Manajer Sumber Daya Manusia — growth +5.0%, risk 0% Manajer Pelatihan dan Pengembangan — growth +5.8%, risk 38% Petani, Peternak, dan Manajer Pertanian Lainnya — growth -1.3%, risk 0% Manajer Konstruksi — growth +8.7%, risk 12% Administrator Pendidikan dan Penitipan Anak (PAUD dan TPA) — growth -2.5%, risk 4% Administrator Pendidikan TK hingga Menengah — growth -1.5%, risk 5% Administrator Pendidikan Tinggi — growth +1.7%, risk 6% Manajer Arsitektur dan Teknik — growth +3.8%, risk 3% Manajer Layanan Makanan — growth +6.4%, risk 0% Manajer Perjudian — growth +1.2%, risk 0% Manajer Penginapan — growth +3.4%, risk 12% Manajer Layanan Medis dan Kesehatan — growth +23.2%, risk 7% Manajer Ilmu Pengetahuan Alam — growth +3.7%, risk 6% Kepala Kantor Pos dan Pengawas Pos — growth -3.5%, risk 0% Manajer Properti, Real Estat, dan Asosiasi Komunitas — growth +3.6%, risk 17% Manajer Layanan Sosial dan Komunitas — growth +6.4%, risk 18% Direktur Manajemen Darurat — growth +3.0%, risk 0% Manajer Rumah Duka — growth +4.1%, risk 1% Manajer Layanan Pribadi Lainnya — growth +6.5%, risk 12% Manajer Lainnya — growth +4.5%, risk 7% Agen dan Manajer Bisnis Seniman, Pemain, dan Atlet — growth +8.7%, risk 12% Penilai, Pemeriksa, dan Penyelidik Klaim — growth -5.1%, risk 8% Penilai Asuransi Kerusakan Kendaraan — growth -8.2%, risk 0% Petugas Kepatuhan — growth +3.0%, risk 12% Estimator Biaya — growth -4.2%, risk 0% Spesialis Sumber Daya Manusia — growth +6.2%, risk 40% Kontraktor Tenaga Kerja Pertanian — growth +6.0%, risk 0% Spesialis Hubungan Industrial — growth -0.1%, risk 0% Ahli Logistik — growth +16.7%, risk 16% Analis Manajemen — growth +8.8%, risk 24% Perencana Rapat, Konvensi, dan Acara — growth +4.8%, risk 10% Penggalang Dana — growth +4.3%, risk 5% Spesialis Analisis Kompensasi, Tunjangan, dan Jabatan — growth +5.3%, risk 6% Spesialis Pelatihan dan Pengembangan — growth +10.8%, risk 28% Analis Riset Pasar — growth +6.7%, risk 65% Spesialis Operasi Bisnis Lainnya — growth +3.0%, risk 18% Akuntan — growth +4.6%, risk 35% Analis Keuangan — growth +1.0%, risk 7% Analis Kredit — growth -4.4%, risk 17% Analis Keuangan dan Investasi — growth +5.7%, risk 57% Penasihat Keuangan Pribadi — growth +9.6%, risk 35% Penjamin Emisi Asuransi — growth -2.6%, risk 6% Spesialis Risiko Keuangan — growth +6.5%, risk 26% Pemeriksa Keuangan — growth +18.5%, risk 4% Konselor Kredit — growth +3.3%, risk 23% Petugas Kredit — growth +1.7%, risk 19% Pemeriksa Pajak, Penagih, dan Petugas Pendapatan — growth -1.8%, risk 3% Penyusun Pajak — growth +4.5%, risk 13% Spesialis Keuangan Lainnya — growth +3.1%, risk 22% Analis Sistem Komputer — growth +8.7%, risk 28% Analis Keamanan Siber — growth +28.5%, risk 49% Ilmuwan Riset Komputer dan Informasi — growth +19.7%, risk 34% Spesialis Dukungan Jaringan Komputer — growth +1.8%, risk 29% Spesialis Dukungan Pengguna Komputer — growth -3.7%, risk 47% Arsitek Jaringan Komputer — growth +11.9%, risk 20% Administrator Basis Data — growth -0.7%, risk 33% Arsitek Basis Data — growth +8.7%, risk 58% Administrator Jaringan dan Sistem Komputer — growth -4.2%, risk 34% Pemrogram Komputer — growth -6.0%, risk 75% Pengembang Perangkat Lunak — growth +15.8%, risk 29% Analis dan Penguji Jaminan Mutu Perangkat Lunak — growth +10.0%, risk 52% Pengembang Web — growth +7.5%, risk 48% Desainer Web dan Antarmuka Digital — growth +7.0%, risk 25% Pekerjaan Komputer Lainnya — growth +8.2%, risk 31% Aktuaris — growth +21.8%, risk 5% Matematikawan — growth -0.7%, risk 42% Ilmuwan Data — growth +21.5%, risk 43% Statistikawan — growth +8.5%, risk 21% Analis Data — growth +33.5%, risk 46% Pekerjaan Ilmu Matematika Lainnya — growth +4.0%, risk 48% Arsitek (Kecuali Lanskap dan Kapal) — growth +3.9%, risk 8% Arsitek Lanskap — growth +3.5%, risk 0% Kartografer dan Fotogrametris — growth +6.4%, risk 8% Surveyor — growth +4.4%, risk 0% Insinyur Dirgantara — growth +6.1%, risk 8% Insinyur Pertanian — growth +5.9%, risk 0% Insinyur Biomedis — growth +5.2%, risk 13% Insinyur Kimia — growth +2.6%, risk 0% Insinyur Sipil — growth +5.0%, risk 1% Insinyur Perangkat Keras Komputer — growth +7.3%, risk 15% Insinyur Elektro — growth +7.2%, risk 6% Insinyur Elektronika (Kecuali Komputer) — growth +6.2%, risk 10% Insinyur Lingkungan — growth +3.9%, risk 4% Insinyur Kesehatan dan Keselamatan (Kecuali Tambang) — growth +4.4%, risk 0% Insinyur Industri — growth +11.0%, risk 4% Insinyur Kelautan dan Arsitek Kapal — growth +5.8%, risk 4% Insinyur Material — growth +5.7%, risk 0% Insinyur Mesin — growth +9.1%, risk 8% Insinyur Pertambangan dan Geologi — growth +0.7%, risk 0% Insinyur Nuklir — growth -1.1%, risk 0% Insinyur Perminyakan — growth +1.3%, risk 0% Insinyur Lainnya — growth +2.1%, risk 7% Juru Gambar Arsitektur dan Sipil — growth +4.1%, risk 0% Juru Gambar Elektro dan Elektronika — growth -5.6%, risk 9% Juru Gambar Mesin — growth -6.5%, risk 0% Teknolog dan Teknisi Teknik Dirgantara — growth +8.1%, risk 0% Teknolog dan Teknisi Teknik Sipil — growth +2.1%, risk 8% Teknolog dan Teknisi Teknik Elektro dan Elektronika — growth +0.6%, risk 2% Teknolog dan Teknisi Elektromekanik dan Mekatronika — growth +1.1%, risk 0% Teknolog dan Teknisi Teknik Lingkungan — growth +1.2%, risk 10% Teknolog dan Teknisi Teknik Industri — growth +1.7%, risk 0% Teknolog dan Teknisi Teknik Mesin — growth 0.0%, risk 7% Teknolog dan Teknisi Teknik Lainnya — growth +1.5%, risk 0% Teknisi Survei dan Pemetaan — growth +4.5%, risk 0% Ilmuwan Hewan — growth +5.8%, risk 0% Ilmuwan dan Teknolog Pangan — growth +6.5%, risk 0% Ilmuwan Tanah dan Tanaman — growth +5.4%, risk 5% Ahli Biokimia dan Biofisika — growth +5.8%, risk 8% Mikrobiolog — growth +4.1%, risk 10% Zoolog dan Biolog Satwa Liar — growth +1.6%, risk 6% Ilmuwan Biologi Lainnya — growth +1.2%, risk 25% Ilmuwan Konservasi — growth +3.4%, risk 0% Rimbawan — growth +1.2%, risk 0% Epidemiolog — growth +16.2%, risk 0% Ilmuwan Medis (Kecuali Epidemiolog) — growth +8.7%, risk 4% Astronom — growth +2.2%, risk 38% Fisikawan — growth +4.0%, risk 27% Ilmuwan Atmosfer dan Antariksa — growth +0.7%, risk 4% Kimiawan — growth +4.9%, risk 26% Ilmuwan Material — growth +4.9%, risk 18% Ilmuwan dan Spesialis Lingkungan — growth +4.4%, risk 5% Geosaintis (Kecuali Hidrolog dan Geograf) — growth +3.2%, risk 4% Hidrolog — growth -0.1%, risk 7% Ilmuwan Fisika Lainnya — growth +0.6%, risk 4% Ekonom — growth +1.2%, risk 24% Peneliti Survei — growth -5.2%, risk 43% Psikolog Industri dan Organisasi — growth +6.3%, risk 16% Psikolog Klinis dan Konseling — growth +11.2%, risk 6% Psikolog Sekolah — growth +0.7%, risk 5% Psikolog Lainnya — growth +4.3%, risk 0% Sosiolog — growth +3.6%, risk 38% Perencana Kota dan Wilayah — growth +3.4%, risk 10% Antropolog dan Arkeolog — growth +3.7%, risk 14% Geograf — growth -3.1%, risk 11% Sejarawan — growth +2.2%, risk 3% Ilmuwan Politik — growth -3.1%, risk 45% Ilmuwan Sosial Lainnya — growth -1.7%, risk 3% Teknisi Pertanian — growth +4.3%, risk 1% Teknisi Ilmu Pangan — growth +4.8%, risk 20% Teknisi Biologi — growth +3.5%, risk 6% Teknisi Kimia — growth +3.7%, risk 31% Teknisi Ilmu dan Perlindungan Lingkungan — growth +4.0%, risk 14% Teknisi Geologi (Kecuali Hidrologi) — growth +1.5%, risk 23% Teknisi Nuklir — growth -7.7%, risk 0% Asisten Riset Ilmu Sosial — growth +4.4%, risk 44% Teknisi Kehutanan dan Konservasi — growth -3.2%, risk 2% Teknisi Ilmu Forensik — growth +12.8%, risk 0% Teknisi Ilmu Hayati, Fisika, dan Sosial Lainnya — growth +3.5%, risk 10% Spesialis Kesehatan dan Keselamatan Kerja — growth +12.5%, risk 0% Teknisi Kesehatan dan Keselamatan Kerja — growth +8.5%, risk 0% Konselor dan Penasihat Bimbingan Pendidikan dan Karier — growth +3.5%, risk 12% Terapis Pernikahan dan Keluarga — growth +12.6%, risk 0% Konselor Rehabilitasi — growth +1.4%, risk 0% Pekerja Sosial — growth +3.4%, risk 1% Pekerja Sosial Kesehatan — growth +7.7%, risk 9% Konselor Kesehatan Mental — growth +9.7%, risk 0% Spesialis Edukasi Kesehatan — growth +4.5%, risk 14% Petugas Pembebasan Bersyarat dan Spesialis Pembinaan Narapidana — growth +2.6%, risk 0% Asisten Layanan Sosial dan Kemanusiaan — growth +6.4%, risk 0% Kader Kesehatan Masyarakat — growth +11.3%, risk 0% Rohaniwan — growth +1.0%, risk 11% Pemimpin Kegiatan dan Pendidikan Keagamaan — growth +2.1%, risk 15% Pengacara — growth +4.1%, risk 17% Panitera Hukum Yudisial — growth +2.5%, risk 17% Hakim Hukum Administrasi dan Petugas Sidang — growth -0.7%, risk 30% Arbiter, Mediator, dan Konsiliator — growth +4.3%, risk 24% Hakim dan Hakim Magistrat — growth +2.5%, risk 31% Paralegal — growth +0.2%, risk 29% Pemeriksa, Abstraktor, dan Pencari Sertifikat Tanah — growth +2.0%, risk 2% Dosen Bisnis — growth +5.7%, risk 31% Dosen Ilmu Komputer — growth +5.3%, risk 24% Dosen Ilmu Matematika — growth +2.3%, risk 43% Dosen Arsitektur — growth +2.0%, risk 0% Dosen Teknik — growth +8.1%, risk 36% Dosen Ilmu Pertanian — growth +4.1%, risk 0% Dosen Ilmu Biologi — growth +7.3%, risk 29% Dosen Ilmu Kehutanan dan Konservasi — growth +4.0%, risk 2% Dosen Ilmu Atmosfer, Bumi, Kelautan, dan Antariksa — growth +2.6%, risk 4% Dosen Kimia — growth +2.2%, risk 22% Dosen Ilmu Lingkungan — growth +2.9%, risk 2% Dosen Fisika — growth +2.5%, risk 0% Dosen Antropologi dan Arkeologi — growth +2.7%, risk 2% Dosen Studi Kawasan, Etnis, dan Budaya — growth +2.4%, risk 0% Dosen Ekonomi — growth +2.1%, risk 0% Dosen Geografi — growth +3.3%, risk 0% Dosen Ilmu Politik — growth +2.0%, risk 0% Dosen Psikologi — growth +3.6%, risk 32% Dosen Sosiologi — growth +2.1%, risk 0% Dosen Spesialisasi Kesehatan — growth +17.3%, risk 30% Dosen dan Instruktur Keperawatan — growth +16.8%, risk 19% Dosen Pendidikan — growth +2.1%, risk 26% Dosen Ilmu Perpustakaan — growth +3.0%, risk 2% Dosen Peradilan Pidana dan Penegakan Hukum — growth +2.0%, risk 0% Dosen Hukum — growth +2.2%, risk 0% Dosen Pekerjaan Sosial — growth +2.3%, risk 0% Dosen Seni, Drama, dan Musik — growth +1.7%, risk 21% Dosen Komunikasi — growth +2.1%, risk 21% Dosen Bahasa dan Sastra Inggris — growth 0.0%, risk 36% Dosen Bahasa dan Sastra Asing — growth -0.2%, risk 24% Dosen Sejarah — growth -0.2%, risk 10% Dosen Filsafat dan Agama — growth +0.7%, risk 22% Dosen Ilmu Keluarga dan Konsumen — growth +3.4%, risk 0% Dosen Studi Rekreasi dan Kebugaran — growth +2.4%, risk 11% Dosen Pendidikan Vokasi dan Teknik — growth +0.7%, risk 16% Guru PAUD — growth +4.1%, risk 0% Guru TK (Kecuali Pendidikan Khusus) — growth -1.6%, risk 0% Guru Sekolah Dasar — growth -2.0%, risk 10% Guru Sekolah Menengah Pertama (Kecuali Pendidikan Khusus dan Vokasi) — growth -2.0%, risk 30% Guru Pendidikan Vokasi dan Teknik SMP — growth -2.0%, risk 0% Guru Sekolah Menengah Atas (Kecuali Pendidikan Khusus dan Vokasi) — growth -1.6%, risk 29% Guru Pendidikan Vokasi dan Teknik SMA — growth -1.8%, risk 0% Guru Pendidikan Khusus PAUD — growth +1.4%, risk 1% Guru Pendidikan Khusus SMP — growth -1.9%, risk 13% Guru Pendidikan Khusus SMA — growth -1.6%, risk 10% Guru Pendidikan Khusus Lainnya — growth +1.1%, risk 3% Instruktur Pendidikan Dasar Dewasa, Menengah Dewasa, dan Bahasa Inggris sebagai Bahasa Kedua — growth -13.7%, risk 6% Guru Pengembangan Diri — growth +3.7%, risk 7% Tutor — growth +0.6%, risk 41% Arsiparis — growth +3.8%, risk 13% Kurator — growth +7.0%, risk 41% Teknisi dan Konservator Museum — growth +5.4%, risk 0% Pustakawan dan Spesialis Koleksi Media — growth +1.7%, risk 20% Teknisi Perpustakaan — growth -6.8%, risk 5% Pendidik Manajemen Tani dan Rumah Tangga — growth -2.5%, risk 0% Koordinator Pembelajaran — growth +1.3%, risk 30% Asisten Pengajar Perguruan Tinggi — growth +3.1%, risk 10% Direktur Seni — growth +4.2%, risk 21% Perajin Seni — growth +2.1%, risk 5% Seniman Murni (Pelukis, Pematung, dan Ilustrator) — growth -1.2%, risk 36% Seniman Efek Khusus dan Animator — growth +1.6%, risk 36% Desainer Komersial dan Industri — growth +3.2%, risk 4% Desainer Mode — growth +2.0%, risk 6% Desainer Bunga — growth -5.9%, risk 0% Desainer Grafis — growth +2.1%, risk 37% Desainer Interior — growth +3.2%, risk 0% Penata Display dan Etalase — growth +3.2%, risk 0% Desainer Set dan Pameran — growth +2.3%, risk 0% Aktor — growth +0.3%, risk 10% Produser dan Sutradara — growth +4.9%, risk 9% Atlet dan Olahragawan Kompetisi — growth +5.5%, risk 0% Pelatih dan Pemandu Bakat — growth +6.4%, risk 0% Wasit dan Petugas Olahraga Lainnya — growth +5.7%, risk 0% Penari — growth +4.5%, risk 0% Koreografer — growth +6.1%, risk 8% Direktur Musik dan Komposer — growth -0.3%, risk 4% Musisi — growth +1.1%, risk 0% Penyiar dan Penyiar Radio (Disc Jockey) — growth -5.5%, risk 6% Analis Berita, Reporter, dan Jurnalis — growth -3.9%, risk 21% Spesialis Hubungan Masyarakat — growth +4.8%, risk 45% Editor — growth +0.6%, risk 25% Penulis Teknis — growth +0.9%, risk 47% Penulis — growth +3.6%, risk 25% Juru Bahasa dan Penerjemah — growth +1.7%, risk 43% Pencatat Sidang dan Pembuat Teks Simultan — growth -0.3%, risk 34% Teknisi Audio dan Video — growth +3.3%, risk 2% Teknisi Penyiaran — growth -2.8%, risk 2% Teknisi Tata Suara — growth -1.7%, risk 0% Fotografer — growth +1.8%, risk 20% Operator Kamera Televisi, Video, dan Film — growth +1.2%, risk 17% Editor Film dan Video — growth +4.0%, risk 22% Kiropraktor — growth +9.5%, risk 0% Dokter Gigi Umum — growth +4.1%, risk 3% Dokter Bedah Mulut dan Maksilofasial — growth +4.1%, risk 0% Ortodontis — growth +4.4%, risk 0% Prostodontis — growth +4.5%, risk 0% Ahli Gizi dan Nutrisionis — growth +5.5%, risk 13% Optometris — growth +8.0%, risk 0% Apoteker — growth +4.6%, risk 9% Asisten Dokter — growth +20.4%, risk 0% Podiatris — growth +1.8%, risk 0% Terapis Okupasi — growth +13.8%, risk 1% Fisioterapis — growth +10.9%, risk 2% Terapis Radiasi — growth +1.9%, risk 0% Terapis Rekreasi — growth +3.3%, risk 0% Terapis Pernapasan — growth +12.1%, risk 0% Terapis Wicara dan Bahasa — growth +15.0%, risk 0% Fisiolog Olahraga — growth +9.5%, risk 0% Terapis Lainnya — growth +11.5%, risk 4% Dokter Hewan — growth +9.6%, risk 9% Perawat Teregistrasi — growth +4.9%, risk 6% Perawat Anestesi — growth +8.6%, risk 0% Bidan — growth +11.1%, risk 5% Perawat Praktisi — growth +40.1%, risk 9% Audiolog — growth +9.5%, risk 0% Dokter Anestesi — growth +3.2%, risk 0% Dokter Spesialis Kulit — growth +6.4%, risk 0% Dokter Kedokteran Keluarga — growth +2.7%, risk 0% Dokter Umum — growth +3.3%, risk 8% Dokter Saraf — growth +5.4%, risk 0% Dokter Spesialis Kebidanan dan Kandungan — growth +1.2%, risk 7% Dokter Spesialis Anak — growth +0.8%, risk 0% Dokter Patologi — growth +4.2%, risk 16% Dokter Spesialis Jiwa (Psikiater) — growth +6.1%, risk 0% Dokter Spesialis Radiologi — growth +2.7%, risk 20% Dokter Lainnya — growth +2.5%, risk 3% Dokter Spesialis Mata (Kecuali Anak) — growth +4.3%, risk 0% Dokter Bedah Ortopedi (Kecuali Anak) — growth +4.1%, risk 0% Dokter Bedah Anak — growth +1.5%, risk 0% Akupunkturis — growth +6.8%, risk 0% Higienis Gigi — growth +7.0%, risk 0% Praktisi Diagnosa atau Pengobatan Kesehatan Lainnya — growth +2.0%, risk 2% Teknolog dan Teknisi Kardiovaskular — growth +3.0%, risk 0% Sonografer Medis Diagnostik — growth +13.0%, risk 0% Teknolog Kedokteran Nuklir — growth +3.0%, risk 5% Teknolog dan Teknisi Radiologi — growth +4.3%, risk 0% Teknolog Pencitraan Resonansi Magnetik (MRI) — growth +7.1%, risk 4% Teknisi Medis Gawat Darurat — growth +5.1%, risk 0% Paramedis — growth +5.0%, risk 0% Teknisi Dietetik — growth +2.5%, risk 24% Teknisi Farmasi — growth +6.4%, risk 7% Teknisi Psikiatri — growth +20.0%, risk 0% Teknolog Bedah — growth +4.5%, risk 0% Teknolog dan Teknisi Kedokteran Hewan — growth +9.1%, risk 0% Teknisi Medis Oftalmik — growth +19.8%, risk 0% Perawat Praktis dan Vokasi Berlisensi — growth +2.6%, risk 0% Spesialis Rekam Medis — growth +7.1%, risk 67% Optisien — growth +2.9%, risk 0% Ortotis dan Prostetis — growth +13.3%, risk 0% Spesialis Alat Bantu Dengar — growth +18.4%, risk 0% Teknolog dan Teknisi Kesehatan Lainnya — growth +5.2%, risk 4% Teknolog Informasi Kesehatan dan Petugas Registrasi Medis — growth +14.7%, risk 31% Pelatih Atletik — growth +11.1%, risk 5% Konselor Genetik — growth +9.3%, risk 1% Asisten Bedah — growth +5.1%, risk 0% Praktisi dan Pekerja Teknis Kesehatan Lainnya — growth +3.6%, risk 0% Asisten Perawat — growth +2.3%, risk 0% Pramurukti — growth +3.3%, risk 0% Pembantu Psikiatri — growth -0.4%, risk 0% Asisten Terapi Okupasi — growth +19.2%, risk 0% Pembantu Terapi Okupasi — growth +2.5%, risk 7% Asisten Fisioterapis — growth +22.0%, risk 0% Pembantu Fisioterapis — growth +2.8%, risk 0% Terapis Pijat — growth +15.4%, risk 0% Asisten Dokter Gigi — growth +6.4%, risk 0% Asisten Medis — growth +12.5%, risk 5% Penyiap Peralatan Medis — growth +10.0%, risk 0% Transkripsionis Medis — growth -4.9%, risk 64% Pembantu Farmasi — growth -0.1%, risk 2% Asisten Kedokteran Hewan dan Pengurus Hewan Laboratorium — growth +8.7%, risk 2% Flebotomis — growth +5.6%, risk 0% Pekerja Pendukung Kesehatan Lainnya — growth +3.5%, risk 0% Supervisor Lini Pertama Petugas Pemasyarakatan — growth -2.8%, risk 3% Supervisor Lini Pertama Polisi dan Detektif — growth +2.9%, risk 0% Supervisor Lini Pertama Petugas Pemadam dan Pencegahan Kebakaran — growth +3.4%, risk 0% Petugas Pemadam Kebakaran — growth +3.4%, risk 0% Inspektur dan Penyelidik Kebakaran — growth +3.8%, risk 0% Inspektur Kebakaran Hutan dan Spesialis Pencegahan — growth +14.6%, risk 0% Juru Sita — growth -2.2%, risk 0% Petugas Pemasyarakatan dan Sipir Penjara — growth -7.8%, risk 0% Detektif dan Penyelidik Kriminal — growth -0.7%, risk 4% Polisi Kehutanan dan Satwa Liar — growth -6.0%, risk 0% Petugas Penegak Parkir — growth -1.5%, risk 0% Polisi — growth +3.1%, risk 12% Polisi Transit dan Kereta Api — growth +3.0%, risk 0% Petugas Pengendalian Hewan — growth +3.9%, risk 0% Detektif dan Penyelidik Swasta — growth +6.0%, risk 0% Petugas Pengawasan dan Penyelidik Perjudian — growth +0.3%, risk 0% Satpam — growth +0.4%, risk 0% Petugas Penyeberangan dan Pengatur Lalu Lintas — growth +3.6%, risk 0% Penjaga Pantai, Patroli Ski, dan Petugas Perlindungan Rekreasi Lainnya — growth +5.8%, risk 0% Petugas Pemeriksa Keamanan Transportasi — growth -6.0%, risk 0% Pekerja Layanan Perlindungan Lainnya — growth +2.5%, risk 6% Koki — growth +7.1%, risk 0% Supervisor Lini Pertama Pekerja Penyiapan dan Penyajian Makanan — growth +6.0%, risk 6% Juru Masak Makanan Cepat Saji — growth -13.5%, risk 0% Juru Masak Institusi dan Kafetaria — growth +2.0%, risk 0% Juru Masak Rumah Tangga Pribadi — growth +5.1%, risk 0% Juru Masak Restoran — growth +14.9%, risk 1% Juru Masak Pesanan Cepat — growth -5.6%, risk 0% Pekerja Penyiapan Makanan — growth -3.4%, risk 0% Bartender — growth +5.9%, risk 0% Pekerja Makanan Cepat Saji dan Konter — growth +6.1%, risk 0% Pelayan Restoran — growth -0.7%, risk 0% Penyaji Makanan Nonrestoran — growth +3.0%, risk 0% Petugas Ruang Makan dan Kafetaria serta Pembantu Bartender — growth +6.3%, risk 0% Pencuci Piring — growth +0.2%, risk 0% Penyambut Tamu Restoran, Lounge, dan Kedai Kopi — growth -1.5%, risk 7% Supervisor Lini Pertama Pekerja Kebersihan dan Petugas Penjaga Gedung — growth +2.5%, risk 4% Supervisor Lini Pertama Pekerja Pertamanan dan Perawatan Taman — growth +2.3%, risk 11% Petugas Kebersihan dan Penjaga Gedung (Kecuali Pelayan Rumah Tangga) — growth +2.0%, risk 0% Pelayan Rumah Tangga dan Petugas Kebersihan Kamar — growth +0.4%, risk 0% Pekerja Pengendalian Hama — growth +4.9%, risk 5% Pekerja Pertamanan dan Perawatan Taman — growth +3.6%, risk 0% Petugas Penyemprot dan Aplikasi Pestisida Tanaman — growth +3.8%, risk 0% Pemangkas dan Perapi Pohon — growth +3.3%, risk 0% Supervisor Lini Pertama Pekerja Layanan Perjudian — growth +2.0%, risk 0% Supervisor Lini Pertama Pekerja Hiburan dan Rekreasi (Kecuali Perjudian) — growth +6.3%, risk 4% Supervisor Lini Pertama Pekerja Layanan Pribadi — growth +6.7%, risk 4% Pelatih Hewan — growth +5.1%, risk 0% Pengurus Hewan — growth +12.1%, risk 0% Bandar Perjudian — growth -0.6%, risk 0% Penulis dan Pengantar Taruhan Olahraga — growth -6.1%, risk 0% Proyeksionis Film — growth -3.7%, risk 0% Penerima Tiket, Petugas Lobi, dan Pemandu Tempat Duduk — growth +1.2%, risk 0% Petugas Hiburan dan Rekreasi — growth +3.4%, risk 6% Petugas Kostum — growth +5.9%, risk 0% Petugas Ruang Loker, Penitipan Mantel, dan Ruang Ganti — growth +6.4%, risk 0% Pembalsam Jenazah — growth +1.3%, risk 0% Petugas Pemakaman — growth +3.1%, risk 0% Petugas Tata Upacara dan Pengurus Pemakaman — growth +3.1%, risk 0% Tukang Cukur — growth +4.1%, risk 0% Penata Rambut — growth +5.6%, risk 3% Penata Rias Teater dan Pertunjukan — growth +8.1%, risk 0% Manikuris dan Pedikuris — growth +7.0%, risk 0% Petugas Keramas — growth +5.5%, risk 0% Spesialis Perawatan Kulit — growth +6.7%, risk 0% Porter Bagasi dan Pramutamu — growth -1.6%, risk 7% Konsierje — growth +2.3%, risk 19% Pengasuh Anak — growth -2.9%, risk 1% Pelatih Kebugaran dan Instruktur Senam Kelompok — growth +11.9%, risk 0% Pekerja Rekreasi — growth +4.1%, risk 0% Penasihat Asrama — growth +3.8%, risk 7% Supervisor Lini Pertama Tenaga Penjualan Ritel — growth -5.0%, risk 26% Supervisor Lini Pertama Tenaga Penjualan Nonritel — growth 0.0%, risk 23% Kasir — growth -9.9%, risk 8% Petugas Penukaran dan Kasir Loket Perjudian — growth -6.4%, risk 0% Petugas Konter dan Penyewaan — growth +3.2%, risk 20% Penjual Suku Cadang — growth +3.1%, risk 0% Pramuniaga Ritel — growth -0.5%, risk 32% Agen Penjualan Iklan — growth -6.4%, risk 15% Agen Penjualan Asuransi — growth +3.7%, risk 32% Agen Penjualan Sekuritas, Komoditas, dan Jasa Keuangan — growth +3.3%, risk 44% Agen Perjalanan — growth +2.2%, risk 41% Perwakilan Penjualan Grosir dan Manufaktur Produk Teknis dan Ilmiah — growth +1.9%, risk 27% Perwakilan Penjualan Grosir dan Manufaktur (Kecuali Produk Teknis dan Ilmiah) — growth +0.3%, risk 63% Demonstrator dan Promotor Produk — growth -0.1%, risk 8% Model — growth -0.5%, risk 0% Broker Real Estat — growth +3.3%, risk 26% Agen Penjualan Real Estat — growth +3.1%, risk 28% Insinyur Penjualan — growth +5.5%, risk 32% Telemarketer — growth -22.1%, risk 29% Penjual Keliling, Penjaja Koran dan Pedagang Kaki Lima — growth -10.0%, risk 18% Supervisor Lini Pertama Pekerja Pendukung Kantor dan Administrasi — growth -0.3%, risk 19% Operator Sentral Telepon (Termasuk Layanan Penjawab) — growth -26.3%, risk 39% Operator Telepon — growth -27.5%, risk 0% Penagih Tagihan dan Akun — growth -10.5%, risk 30% Petugas Penagihan dan Pembukuan — growth -0.4%, risk 19% Petugas Pembukuan — growth -5.8%, risk 31% Petugas Kas Perjudian — growth -5.0%, risk 7% Petugas Penggajian dan Pencatatan Waktu — growth -16.7%, risk 5% Petugas Pengadaan — growth -8.7%, risk 24% Teller — growth -12.9%, risk 2% Petugas Pialang — growth -9.5%, risk 17% Petugas Korespondensi — growth -5.6%, risk 28% Petugas Pengadilan, Kotamadya, dan Perizinan — growth +3.0%, risk 10% Petugas Otorisasi dan Pemeriksaan Kredit — growth -6.2%, risk 13% Perwakilan Layanan Pelanggan — growth -5.5%, risk 70% Pewawancara Kelayakan Program Pemerintah — growth +1.0%, risk 6% Petugas Arsip — growth -15.9%, risk 16% Resepsionis Hotel, Motel, dan Resor — growth +3.7%, risk 17% Pewawancara (Kecuali Kelayakan dan Pinjaman) — growth -11.6%, risk 39% Asisten Perpustakaan — growth -6.7%, risk 10% Pewawancara dan Petugas Pinjaman — growth -2.3%, risk 20% Petugas Pembukaan Rekening Baru — growth -13.2%, risk 0% Petugas Pemesanan — growth -17.2%, risk 7% Asisten Sumber Daya Manusia (Kecuali Penggajian dan Pencatatan Waktu) — growth -7.1%, risk 40% Resepsionis dan Petugas Informasi — growth 0.0%, risk 43% Agen Reservasi dan Tiket Transportasi serta Petugas Perjalanan — growth +2.8%, risk 25% Agen Kargo dan Pengangkutan — growth +8.5%, risk 2% Kurir dan Pengantar Pesan — growth +8.2%, risk 4% Operator Telekomunikasi Keselamatan Publik — growth +3.5%, risk 5% Petugas Pengatur (Kecuali Polisi, Pemadam, dan Ambulans) — growth -0.9%, risk 23% Pencatat Meteran Utilitas — growth -12.0%, risk 0% Petugas Layanan Pos — growth -3.5%, risk 0% Pengantar Surat Layanan Pos — growth -3.5%, risk 0% Penyortir dan Operator Mesin Pengolah Surat Pos — growth -8.4%, risk 0% Petugas Perencanaan Produksi dan Pengiriman Cepat — growth -1.8%, risk 9% Petugas Pengiriman, Penerimaan, dan Inventaris — growth -7.7%, risk 0% Penimbang, Pengukur, Pemeriksa, dan Pengambil Sampel — growth -4.8%, risk 0% Sekretaris Eksekutif dan Asisten Administrasi Eksekutif — growth -1.6%, risk 23% Sekretaris Hukum dan Asisten Administrasi — growth -5.8%, risk 0% Sekretaris Medis dan Asisten Administrasi — growth +4.2%, risk 36% Sekretaris — growth -1.6%, risk 45% Operator Entri Data — growth -25.9%, risk 67% Pengolah Kata dan Juru Ketik — growth -36.1%, risk 24% Penata Letak Digital (Desktop Publisher) — growth -12.4%, risk 46% Petugas Pemrosesan Klaim dan Polis Asuransi — growth -3.7%, risk 15% Petugas Surat dan Operator Mesin Surat (Kecuali Layanan Pos) — growth -6.6%, risk 0% Petugas Kantor Umum — growth -6.7%, risk 45% Operator Mesin Kantor (Kecuali Komputer) — growth -15.2%, risk 2% Korektor Naskah dan Penanda Salinan — growth -0.6%, risk 18% Asisten Statistik — growth -2.5%, risk 51% Supervisor Lini Pertama Pekerja Pertanian, Perikanan, dan Kehutanan — growth +2.5%, risk 0% Inspektur Pertanian — growth +1.5%, risk 0% Pembiak Hewan — growth +2.4%, risk 0% Penilai dan Penyortir Produk Pertanian — growth -5.4%, risk 0% Operator Alat Pertanian — growth +7.7%, risk 0% Buruh Tani — growth -3.3%, risk 2% Buruh Ternak, Peternakan, dan Akuakultur — growth -5.0%, risk 0% Pekerja Kehutanan dan Konservasi — growth -4.7%, risk 0% Penebang Pohon — growth -7.3%, risk 0% Operator Alat Penebangan Kayu — growth -1.4%, risk 0% Penilai dan Pengukur Kayu Gelondongan — growth -0.7%, risk 0% Supervisor Lini Pertama Pekerja Konstruksi dan Ekstraksi — growth +5.3%, risk 3% Pembuat Ketel Uap — growth -2.4%, risk 0% Tukang Batu Bata dan Balok — growth +3.2%, risk 0% Tukang Batu Alam — growth -3.0%, risk 0% Tukang Kayu — growth +4.5%, risk 0% Pemasang Karpet — growth -9.6%, risk 0% Pemasang Lantai (Kecuali Karpet, Kayu, dan Ubin Keras) — growth +9.5%, risk 0% Penghalus dan Pelapis Lantai — growth +2.6%, risk 0% Pemasang Ubin dan Batu — growth +10.1%, risk 0% Tukang Semen dan Penghalus Beton — growth +1.8%, risk 0% Pekerja dan Penghalus Teraso — growth -11.1%, risk 0% Pekerja Konstruksi — growth +7.3%, risk 3% Operator Alat Pengaspalan, Pelapisan, dan Pemadatan — growth +3.2%, risk 0% Operator Pemancang Tiang — growth +4.3%, risk 0% Operator Alat Berat Konstruksi Lainnya — growth +3.6%, risk 0% Pemasang Drywall dan Plafon — growth +4.2%, risk 0% Tukang Plester Sambungan (Taper) — growth +0.1%, risk 0% Teknisi Listrik — growth +9.5%, risk 0% Tukang Kaca — growth +3.3%, risk 0% Pemasang Insulasi Lantai, Plafon, dan Dinding — growth +3.8%, risk 0% Pemasang Insulasi Mekanis — growth +4.7%, risk 4% Tukang Cat Konstruksi dan Pemeliharaan — growth +3.8%, risk 0% Pemasang Wallpaper — growth +5.3%, risk 0% Pemasang Pipa Saluran — growth -4.1%, risk 0% Tukang Ledeng — growth +4.5%, risk 1% Tukang Plester dan Stuko — growth +4.1%, risk 0% Pekerja Besi Tulangan dan Rebar — growth +4.6%, risk 0% Tukang Atap — growth +5.9%, risk 2% Tukang Pelat Logam — growth +2.4%, risk 0% Pekerja Besi dan Baja Struktural — growth +4.4%, risk 5% Pemasang Panel Surya Fotovoltaik — growth +42.1%, risk 0% Pembantu Tukang Batu, Balok, dan Pemasang Ubin serta Marmer — growth -10.5%, risk 0% Pembantu Tukang Kayu — growth +4.5%, risk 0% Pembantu Teknisi Listrik — growth +0.2%, risk 0% Pembantu Tukang Cat, Pemasang Wallpaper, dan Tukang Plester — growth +2.3%, risk 0% Pembantu Tukang Pipa dan Tukang Ledeng — growth +4.9%, risk 0% Pembantu Tukang Atap — growth +5.7%, risk 0% Inspektur Konstruksi dan Bangunan — growth -0.8%, risk 5% Pemasang dan Reparasi Lift dan Eskalator — growth +5.0%, risk 0% Pemasang Pagar — growth +4.6%, risk 0% Pekerja Pembersihan Bahan Berbahaya — growth +1.0%, risk 0% Pekerja Pemeliharaan Jalan Raya — growth +3.0%, risk 0% Operator Alat Pemasangan dan Pemeliharaan Rel Kereta — growth +1.6%, risk 0% Petugas Tangki Septik dan Pembersih Pipa Saluran Air — growth +7.6%, risk 0% Operator Menara Bor Minyak dan Gas — growth +0.5%, risk 0% Operator Bor Putar Minyak dan Gas — growth +0.2%, risk 0% Operator Unit Servis Minyak dan Gas — growth +0.4%, risk 0% Operator Mesin Penggali dan Pemuat Tambang Permukaan — growth -0.4%, risk 0% Pengebor Tanah (Kecuali Minyak dan Gas) — growth +2.9%, risk 0% Pekerja Bahan Peledak dan Ahli Penanganan Amunisi — growth -0.9%, risk 0% Operator Mesin Tambang Kontinu — growth +0.6%, risk 0% Pemasang Baut Atap Tambang — growth -34.2%, risk 0% Operator Mesin Pemuat dan Pemindah Tambang Bawah Tanah — growth -22.3%, risk 0% Pembelah Batu di Tambang — growth +4.4%, risk 0% Pekerja Serabutan Minyak dan Gas (Roustabout) — growth +2.5%, risk 0% Pembantu Pekerja Ekstraksi — growth -1.7%, risk 0% Supervisor Lini Pertama Mekanik, Pemasang, dan Reparasi — growth +3.1%, risk 10% Reparasi Komputer, Mesin ATM, dan Mesin Kantor — growth -0.9%, risk 11% Pemasang dan Reparasi Peralatan Radio, Seluler, dan Menara — growth +8.6%, risk 0% Pemasang dan Reparasi Peralatan Telekomunikasi (Kecuali Pemasang Kabel) — growth -4.2%, risk 3% Teknisi Avionik — growth +8.2%, risk 0% Reparasi Motor Listrik dan Perkakas Listrik — growth +3.4%, risk 0% Pemasang dan Reparasi Kelistrikan dan Elektronika Peralatan Transportasi — growth +6.1%, risk 0% Reparasi Kelistrikan dan Elektronika Peralatan Komersial dan Industri — growth -0.8%, risk 0% Reparasi Kelistrikan dan Elektronika Pembangkit, Gardu, dan Relai — growth +5.5%, risk 0% Pemasang dan Reparasi Peralatan Elektronik Kendaraan Bermotor — growth -13.6%, risk 0% Pemasang dan Reparasi Peralatan Audiovisual — growth +6.6%, risk 0% Pemasang Sistem Keamanan dan Alarm Kebakaran — growth +10.4%, risk 3% Mekanik dan Teknisi Servis Pesawat — growth +4.0%, risk 0% Reparasi Bodi Kendaraan dan Sejenisnya — growth +1.6%, risk 0% Pemasang dan Reparasi Kaca Kendaraan — growth +3.6%, risk 0% Mekanik Mobil — growth +4.2%, risk 0% Mekanik Bus dan Truk serta Spesialis Mesin Diesel — growth +2.4%, risk 0% Mekanik dan Teknisi Servis Alat Pertanian — growth +11.0%, risk 0% Mekanik Alat Berat Bergerak (Kecuali Mesin) — growth +5.8%, risk 0% Reparasi Gerbong Kereta — growth +2.8%, risk 0% Mekanik dan Teknisi Servis Perahu Motor — growth +6.0%, risk 0% Mekanik Sepeda Motor — growth +5.3%, risk 0% Mekanik Mesin Kecil dan Alat Bertenaga Luar Ruang — growth +2.5%, risk 0% Reparasi Sepeda — growth -2.3%, risk 0% Teknisi Servis Kendaraan Rekreasi — growth +11.5%, risk 0% Reparasi dan Pengganti Ban — growth +5.7%, risk 0% Reparasi Pintu Mekanis — growth +11.4%, risk 0% Pemasang dan Reparasi Kontrol dan Katup (Kecuali Pintu Mekanis) — growth +1.3%, risk 0% Mekanik dan Pemasang Pemanas, Pendingin Udara, dan Pendinginan — growth +8.1%, risk 2% Reparasi Peralatan Rumah Tangga — growth +2.6%, risk 0% Mekanik Mesin Industri — growth +16.1%, risk 2% Pekerja Pemeliharaan Mesin — growth -2.8%, risk 0% Montir Pemasang Mesin (Millwright) — growth 0.0%, risk 0% Reparasi Material Tahan Api (Kecuali Tukang Batu) — growth -16.9%, risk 0% Pemasang dan Reparasi Jaringan Listrik — growth +6.6%, risk 0% Pemasang dan Reparasi Jaringan Telekomunikasi — growth -3.1%, risk 0% Reparasi Kamera dan Peralatan Fotografi — growth -15.1%, risk 4% Reparasi Peralatan Medis — growth +12.9%, risk 0% Reparasi dan Penyetel Alat Musik — growth +1.4%, risk 0% Reparasi Jam Tangan dan Jam Dinding — growth -1.1%, risk 0% Pekerja Pemeliharaan dan Reparasi Umum — growth +3.8%, risk 0% Teknisi Servis Turbin Angin — growth +49.9%, risk 0% Servis dan Reparasi Mesin Koin, Vending, dan Hiburan — growth -2.9%, risk 0% Penyelam Komersial — growth +8.5%, risk 0% Tukang Kunci dan Reparasi Brankas — growth -8.3%, risk 0% Pemasang Bangunan Pracetak dan Rumah Mobil — growth +5.9%, risk 0% Rigger (Pemasang Tali-Temali) — growth +3.2%, risk 0% Reparasi Sinyal dan Wesel Rel — growth +1.7%, risk 0% Pembantu Pekerja Pemasangan, Pemeliharaan, dan Reparasi — growth +2.3%, risk 0% Pekerja Pemasangan, Pemeliharaan, dan Reparasi Lainnya — growth +2.4%, risk 0% Supervisor Lini Pertama Pekerja Produksi dan Operasi — growth +1.2%, risk 0% Perakit Struktur, Permukaan, Tali-Temali, dan Sistem Pesawat — growth -14.5%, risk 5% Penggulung Kumparan, Pelilit, dan Penyelesai — growth -6.3%, risk 0% Perakit Mesin dan Motor — growth -21.1%, risk 0% Pembuat dan Pemasang Rangka Logam Struktural — growth -16.3%, risk 0% Laminator dan Pembuat Fiberglass — growth +4.2%, risk 0% Perakit dan Penyetel Perangkat Pengatur Waktu — growth -17.5%, risk 4% Pembuat Roti — growth +5.6%, risk 0% Tukang Daging dan Pemotong Daging — growth +1.0%, risk 0% Pemotong dan Perapi Daging, Unggas, dan Ikan — growth +5.5%, risk 0% Penyembelih dan Pengemas Daging — growth +2.2%, risk 0% Operator Mesin Pemanggang, Pembakaran, dan Pengeringan Makanan dan Tembakau — growth +0.6%, risk 0% Pembuat Adonan Pangan — growth +6.9%, risk 0% Operator Mesin Pemasak Makanan — growth +0.6%, risk 0% Operator Mesin Ekstrusi dan Penarik Logam dan Plastik — growth +1.2%, risk 0% Operator Mesin Tempa Logam dan Plastik — growth -18.9%, risk 0% Operator Mesin Penggilas Logam dan Plastik — growth -8.3%, risk 0% Operator Mesin Pemotong, Penekan, dan Press Logam dan Plastik — growth -12.1%, risk 0% Operator Mesin Bor Logam dan Plastik — growth -19.6%, risk 0% Operator Mesin Gerinda, Pengasah, dan Pemoles Logam dan Plastik — growth -12.0%, risk 0% Operator Mesin Bubut Logam dan Plastik — growth -13.6%, risk 0% Operator Mesin Frais dan Serut Logam dan Plastik — growth -14.4%, risk 0% Masinis (Operator Mesin Perkakas) — growth 0.0%, risk 0% Operator Tungku Pemurnian Logam — growth -2.3%, risk 0% Penuang dan Pengecor Logam — growth -4.7%, risk 0% Pembuat Model Logam dan Plastik — growth -18.2%, risk 0% Pembuat Pola Logam dan Plastik — growth -24.4%, risk 0% Pembuat Cetakan dan Inti Pengecoran — growth -25.9%, risk 0% Operator Mesin Cetak, Pembuat Inti, dan Pengecoran Logam dan Plastik — growth -3.8%, risk 0% Operator Beberapa Mesin Perkakas Logam dan Plastik — growth -0.5%, risk 0% Pembuat Perkakas dan Cetakan (Tool and Die) — growth -10.8%, risk 0% Tukang Las, Pemotong, dan Pematri — growth +2.2%, risk 0% Operator Mesin Las, Patri, dan Solder — growth -9.0%, risk 0% Operator Mesin Perlakuan Panas Logam dan Plastik — growth -12.8%, risk 0% Pekerja Tata Letak Logam dan Plastik — growth -5.4%, risk 0% Operator Mesin Pelapisan Logam dan Plastik — growth -13.6%, risk 0% Pengasah dan Pengikir Perkakas — growth -7.8%, risk 0% Teknisi dan Pekerja Pracetak (Prepress) — growth -14.6%, risk 10% Operator Mesin Cetak — growth -8.1%, risk 0% Pekerja Penjilidan dan Penyelesaian Cetakan — growth -16.1%, risk 0% Pekerja Binatu dan Cuci Kering — growth +5.4%, risk 0% Penyetrika Tekstil, Pakaian, dan Bahan Sejenis — growth -13.5%, risk 0% Operator Mesin Jahit — growth -10.8%, risk 0% Pekerja dan Reparasi Sepatu dan Kulit — growth -3.8%, risk 0% Operator Mesin Sepatu — growth -3.7%, risk 0% Penjahit Tangan — growth -7.0%, risk 0% Penjahit Pakaian dan Penjahit Khusus — growth -4.5%, risk 3% Operator Mesin Pemutih dan Pewarnaan Tekstil — growth -10.1%, risk 2% Operator Mesin Pemotong Tekstil — growth -11.7%, risk 2% Operator Mesin Rajut dan Tenun Tekstil — growth -11.2%, risk 3% Operator Mesin Penggulung dan Pemintal Tekstil — growth -9.0%, risk 0% Operator Mesin Ekstrusi dan Pembentuk Serat Sintetis dan Kaca — growth -1.1%, risk 0% Pembuat Pola Kain dan Pakaian — growth -10.2%, risk 0% Tukang Pelapis Furnitur (Upholster) — growth -1.8%, risk 0% Pembuat Lemari dan Tukang Kayu Bangku — growth -1.6%, risk 0% Penyelesai Furnitur (Finishing) — growth -3.3%, risk 0% Pembuat Model Kayu — growth -4.5%, risk 0% Pembuat Pola Kayu — growth -5.0%, risk 3% Operator Mesin Gergaji Kayu — growth -0.6%, risk 0% Operator Mesin Pengolah Kayu (Kecuali Penggergajian) — growth -1.8%, risk 0% Operator Reaktor Pembangkit Listrik Tenaga Nuklir — growth -15.3%, risk 0% Distributor dan Petugas Pengatur Daya Listrik — growth -3.2%, risk 0% Operator Pembangkit Listrik — growth -11.2%, risk 3% Operator Mesin Stasioner dan Ketel Uap — growth +2.2%, risk 0% Operator Instalasi Pengolahan Air dan Air Limbah — growth -6.5%, risk 0% Operator Pabrik dan Sistem Kimia — growth -6.1%, risk 0% Operator Pabrik Gas — growth -8.8%, risk 7% Operator Sistem Pompa Minyak, Operator Kilang, dan Pengukur — growth -2.8%, risk 4% Operator Pabrik dan Sistem Lainnya — growth +1.6%, risk 0% Operator Peralatan Kimia — growth +3.3%, risk 0% Operator Mesin Pemisah, Penyaring, dan Penjernih — growth -4.3%, risk 0% Operator Mesin Penghancur, Penggiling, dan Pemoles — growth -2.5%, risk 4% Pekerja Gerinda dan Pemolesan Tangan — growth -21.2%, risk 0% Operator Mesin Pencampur dan Pengaduk — growth -6.8%, risk 0% Pemotong dan Perapi Tangan — growth -18.1%, risk 0% Operator Mesin Pemotong dan Pengiris — growth -2.3%, risk 3% Operator Mesin Ekstrusi, Pembentuk, Penekan, dan Pemadat — growth +2.0%, risk 0% Operator Tungku, Tanur, Oven, Pengering, dan Ketel — growth +3.0%, risk 0% Inspektur, Penguji, Penyortir, Pengambil Sampel, dan Penimbang — growth 0.0%, risk 3% Perajin Perhiasan dan Pekerja Batu serta Logam Mulia — growth -5.5%, risk 0% Teknisi Laboratorium Gigi — growth -4.7%, risk 0% Teknisi Alat Bantu Medis — growth +3.7%, risk 0% Teknisi Laboratorium Oftalmik — growth +2.3%, risk 0% Operator Mesin Pengemasan dan Pengisian — growth +4.5%, risk 0% Pekerja Pengecatan, Pelapisan, dan Dekorasi — growth +1.4%, risk 0% Operator Mesin Pelapisan, Pengecatan, dan Penyemprotan — growth +0.7%, risk 0% Teknisi Pemrosesan Semikonduktor — growth +10.9%, risk 0% Pekerja Proses Fotografi dan Operator Mesin Pemrosesan — growth -2.6%, risk 1% Operator Mesin Perkakas Kendali Numerik Komputer (CNC) — growth -10.7%, risk 2% Pemrogram Mesin Perkakas Kendali Numerik Komputer (CNC) — growth +12.8%, risk 12% Operator Mesin Perekatan — growth +1.0%, risk 0% Operator Mesin Pembersih, Pencucian, dan Pengasaman Logam — growth +3.6%, risk 0% Operator Mesin Pendingin dan Pembeku — growth +7.2%, risk 0% Pengetsa dan Pengukir — growth -0.7%, risk 0% Pembentuk dan Pengecor (Kecuali Logam dan Plastik) — growth +6.2%, risk 0% Operator Mesin Barang Kertas — growth -6.3%, risk 0% Pembuat Ban — growth +2.3%, risk 0% Pembantu Pekerja Produksi — growth -8.9%, risk 4% Supervisor Penanganan Kargo Pesawat — growth +5.2%, risk 0% Pilot Maskapai — growth +3.9%, risk 0% Pilot Komersial — growth +5.1%, risk 0% Pengatur Lalu Lintas Udara — growth +1.2%, risk 0% Spesialis Operasi Bandara — growth +4.2%, risk 5% Pramugari — growth +9.2%, risk 9% Pengemudi dan Petugas Ambulans (Kecuali Teknisi Medis Gawat Darurat) — growth -1.3%, risk 0% Pengemudi Sales (Driver Sales) — growth +8.8%, risk 3% Pengemudi Truk — growth +4.0%, risk 0% Pengemudi Truk Ringan — growth +7.3%, risk 0% Pengemudi Bus Sekolah — growth +0.2%, risk 0% Pengemudi Bus — growth +4.3%, risk 0% Pengemudi Antar-Jemput dan Sopir Pribadi — growth +6.7%, risk 0% Pengemudi Taksi — growth +11.1%, risk 0% Masinis Lokomotif — growth +0.7%, risk 0% Masinis Halaman Kereta dan Operator Lokomotif Langsir — growth +0.3%, risk 0% Operator Rem, Sinyal, dan Wesel Kereta serta Petugas Tungku Lokomotif — growth +1.0%, risk 0% Kondektur dan Kepala Stasiun Langsir Kereta Api — growth +1.1%, risk 0% Operator Kereta Bawah Tanah dan Trem — growth +3.4%, risk 0% Pelaut dan Petugas Pelumas Kapal — growth +2.3%, risk 0% Nakhoda, Mualim, dan Pandu Kapal — growth +0.5%, risk 0% Operator Perahu Motor — growth +1.4%, risk 0% Insinyur Kapal — growth +1.6%, risk 0% Penjaga Jembatan dan Pintu Air — growth -3.3%, risk 0% Petugas Parkir — growth +3.0%, risk 0% Petugas Servis Kendaraan dan Kapal — growth -1.0%, risk 0% Teknisi Lalu Lintas — growth +3.7%, risk 0% Inspektur Transportasi — growth +1.7%, risk 0% Petugas Pendamping Penumpang — growth +4.7%, risk 12% Operator Konveyor — growth -3.4%, risk 0% Operator Derek dan Menara — growth +3.0%, risk 0% Operator Kapal Keruk — growth +1.2%, risk 0% Operator Kerekan dan Winch — growth -1.1%, risk 0% Operator Truk dan Traktor Industri — growth +1.1%, risk 0% Pembersih Kendaraan dan Peralatan — growth +3.9%, risk 0% Buruh Angkut dan Pemindah Barang serta Material — growth +1.5%, risk 0% Pengumpan Mesin dan Petugas Bongkar — growth -13.0%, risk 0% Pengepak dan Pengemas Manual — growth -5.4%, risk 0% Petugas Stok dan Pengisi Pesanan — growth +8.5%, risk 0% Operator Kompresor dan Stasiun Pompa Gas — growth -1.3%, risk 0% Operator Pompa (Kecuali Pompa Sumur) — growth +2.6%, risk 0% Operator Pompa Kepala Sumur — growth -4.7%, risk 0% Pengumpul Sampah dan Bahan Daur Ulang — growth +0.9%, risk 0% Pemuat Tangki, Truk, dan Kapal — growth +4.3%, risk 0%

Risiko per industri

Risiko komposit rata-rata per industri dalam seed corpus.

tech
38% · 21 profesi
retail
24% · 20 profesi
legal
21% · 7 profesi
finance
18% · 29 profesi
admin
15% · 85 profesi
creative
14% · 34 profesi
education
13% · 57 profesi
science
12% · 46 profesi
healthcare
4% · 81 profesi
public
3% · 33 profesi
manufacturing
2% · 132 profesi
hospitality
2% · 42 profesi
trades
1% · 114 profesi
transport
1% · 44 profesi
agriculture
0% · 11 profesi

Meleset prediksi terbesar (2013 → 2026)

Di mana Frey & Osborne (2013) paling jauh menyimpang dari estimasi AEI 2026 saat ini. Setiap baris menampilkan angka 2013, angka 2026, dan selisihnya dalam poin persentase.

1 Operator Telepon 2013: 97% 2026: 0% Selisih 97 pp
2 Petugas Penggajian dan Pencatatan Waktu 2013: 98% 2026: 5% Selisih 93 pp
3 Pemotong dan Perapi Daging, Unggas, dan Ikan 2013: 93% 2026: 0% Selisih 93 pp
4 Pekerja Makanan Cepat Saji dan Konter 2013: 91% 2026: 0% Selisih 91 pp
5 Kasir 2013: 97% 2026: 8% Selisih 89 pp
6 Buruh Tani 2013: 87% 2026: 2% Selisih 85 pp
7 Buruh Angkut dan Pemindah Barang serta Material 2013: 85% 2026: 0% Selisih 85 pp
8 Pengemudi Truk 2013: 79% 2026: 0% Selisih 79 pp
9 Tukang Kayu 2013: 71% 2026: 0% Selisih 71 pp
10 Telemarketer 2013: 99% 2026: 29% Selisih 70 pp
11 Pekerja Konstruksi 2013: 71% 2026: 3% Selisih 68 pp
12 Pengemudi Bus 2013: 67% 2026: 0% Selisih 67 pp
13 Petugas Kebersihan dan Penjaga Gedung (Kecuali Pelayan Rumah Tangga) 2013: 66% 2026: 0% Selisih 66 pp
14 Petugas Pembukuan 2013: 97% 2026: 31% Selisih 66 pp
15 Paralegal 2013: 94% 2026: 29% Selisih 65 pp
16 Akuntan 2013: 94% 2026: 35% Selisih 59 pp
17 Mekanik Mobil 2013: 59% 2026: 0% Selisih 59 pp
18 Sekretaris 2013: 96% 2026: 45% Selisih 51 pp
19 Petugas Kantor Umum 2013: 95% 2026: 45% Selisih 50 pp
20 Seniman Efek Khusus dan Animator 2013: 1% 2026: 36% Selisih 35 pp

Profesi dengan augmentasi tinggi

Peran di mana AI sebagian besar membantu pekerja alih-alih menggantikan tugas. Pangsa augmentasi tinggi = AI mengubah pekerjaan tanpa mengancamnya.

1
Ilmuwan dan Teknolog Pangan
augmentasi 100%
2
Apoteker
augmentasi 100%
3
Dokter Spesialis Kebidanan dan Kandungan
augmentasi 100%
4
Asisten Bedah
augmentasi 100%
5
Praktisi dan Pekerja Teknis Kesehatan Lainnya
augmentasi 100%
6
Reparasi Komputer, Mesin ATM, dan Mesin Kantor
augmentasi 100%
7
Epidemiolog
augmentasi 95%
8
Pelatih Kebugaran dan Instruktur Senam Kelompok
augmentasi 95%
9
Kimiawan
augmentasi 91%
10
Pemasang dan Reparasi Peralatan Audiovisual
augmentasi 90%
11
Pelatih dan Pemandu Bakat
augmentasi 90%
12
Polisi
augmentasi 86%
13
Spesialis Operasi Bandara
augmentasi 86%
14
Teknisi Kehutanan dan Konservasi
augmentasi 86%
15
Asisten Dokter
augmentasi 86%
16
Optometris
augmentasi 86%
17
Terapis Pernapasan
augmentasi 86%
18
Reparasi Peralatan Medis
augmentasi 85%
19
Audiolog
augmentasi 84%
20
Pekerja Pemeliharaan dan Reparasi Umum
augmentasi 84%