MLOps vs Penetration Tester

Coloque duas funções frente a frente — qualquer função, em qualquer local ou remoto global.

Lado A

Lado B

MLOps paga cerca de 2% a mais na mediana.

Distribuição lado a lado

MLOps Penetration Tester
$187.5k
$184.7k
$105k caixa = percentil 25–75 · hastes = percentil 10–90 $322.5k

MLOps

$187,500

mediana · por ano, anualizado em USD

Mediana ao longo do tempo ▼ -9.6%
$207,500 $187,500
$147.5k 25º
$187.5k Mediana
$236.3k 75º
$139.5k
$256.2k
Caixa percentil 25–75 · hastes percentil 10–90 Faixa completa $109.7k – $361k · outliers fora do eixo
Divulgando
18.8%
Vagas ativas
128
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Penetration Tester

$184,700

mediana · por ano, anualizado em USD

Mediana ao longo do tempo ▬ 0%
$184,700 $184,700
$136.3k 25º
$184.7k Mediana
$218.3k 75º
$120k
$307.5k
Caixa percentil 25–75 · hastes percentil 10–90 Faixa completa $132k – $490k · outliers fora do eixo
Divulgando
31.5%
Vagas ativas
73
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Vagas mais bem pagas

Roku

Senior Machine Learning Engineer, DevOps/SRE

Roku · San Jose, California

$148,750 – $361,000 Garner Health

Staff Machine Learning Operations Engineer

Garner Health · New York City, New York

$298,000 – $351,000 Quanata

Senior Data Engineer, MLOps [Remote-US]

Quanata · remote

$213,000 – $300,000 Torc Robotics

Senior, ML Engineer - ML Ops Framework

Torc Robotics · Remote - Canada, Montreal, Canada

$199,200 – $298,800 Torc Robotics

Senior, ML Engineer - ML Ops Framework

Torc Robotics · Remote - US, Ann Arbor, MI

$199,200 – $298,800 Garner Health

Senior Machine Learning Operations Engineer

Garner Health · New York City, New York

$256,000 – $285,000 LVT

Staff ML/LLM Ops Engineer

LVT · Seattle, Washington, United States

$213,300 – $272,000 Hayden AI

Sr. Machine Learning Ops Engineer

Hayden AI · San Francisco HQ Office

$200,000 – $260,000
GR

DoD MLOps Software Engineer

GRVTY · Hawaii

$140,000 – $225,000 Cimgroup

Sr. Machine Learning Ops Engineer

Cimgroup · Los Angeles, CA

$175,000 – $225,000

Vagas mais bem pagas

OpenAI

Offensive Security Engineer, Agent Products

OpenAI · Remote - US

$347,000 – $490,000 Anthropic

Offensive Hardware Security Engineer, Platform Security

Anthropic · San Francisco, CA | New York City, NY | Seattle, WA

$320,000 – $405,000 Perplexity

Member of Technical Staff (Offensive Security Engineer)

Perplexity · San Francisco

$220,000 – $405,000 Postman

Principal Offensive Security Engineer

Postman · San Francisco, California, United States

$275,000 – $300,000
GR

Senior Information Security Engineer, Offensive Security

GRVTY · Sterling, Virginia, United States

$175,000 – $260,000 Robinhood

Staff Offensive Security Engineer

Robinhood · Bellevue, WA; Menlo Park, CA; New York, NY

$217,000 – $255,000
GR

Senior Information Security Engineer, Offensive Security

GRVTY · Maryland, United States

$175,000 – $250,000 Accenture Federal Services

Penetration Tester

Accenture Federal Services · Washington, DC

$126,300 – $243,100 Horizon3 AI

WebApp Offensive Security Software Engineer

Horizon3 AI · US, Remote

$196,000 – $242,000 CoreWeave

Offensive Security Engineer

CoreWeave · Livingston, NJ / New York, NY / Sunnyvale, CA / Bellevue, WA

$165,000 – $242,000

Principais empresas contratando

Empresa Mediana Funções
Garner Health $297,500 2
Torc Robotics $249,000 2
Quanata $256,500 1
Roku $254,875 1
LVT $242,650 1
Hayden AI $230,000 1
Instacart $212,750 1
Cimgroup $200,000 1

Principais empresas contratando

Empresa Mediana Funções
GR GRVTY $215,000 2
Robinhood $191,444 2
Accenture Federal Services $174,200 2
M9 Solutions $120,000 2
TP-Link Systems Inc. $106,000 2
OpenAI $418,500 1
Anthropic $362,500 1
Perplexity $312,500 1

Salário de MLOps por local

Local Mediana Funções
New York $270,500 3
Toronto $139,307 3

Salário de Penetration Tester por local

Local Mediana Funções
Seattle $362,500 3
San Francisco $312,500 5
New York $236,000 7

MLOps vs Penetration Tester: qual paga mais?

A mediana para MLOps é $187,500 por ano (normalmente $147,500–$236,325), contra $184,700 para Penetration Tester ($136,250–$218,250). Isso coloca MLOps cerca de 2% à frente na mediana.

Ambos os números são calculados ao vivo a partir de vagas ativas na JobsRadar e normalizados para USD anualizado, então MLOps e Penetration Tester são comparados em igualdade de condições, independentemente da moeda em que cada vaga foi originalmente publicada. Apenas as vagas que publicam uma faixa salarial alimentam as medianas; os números são atualizados a cada poucas horas conforme novas vagas são publicadas e as antigas são encerradas, então esta comparação reflete o mercado agora, e não uma pesquisa fixa. Use-a como referência direcional ao pesar um caminho contra o outro.

Ver todos os dados salariais

Salário de MLOps Salário de Penetration Tester

Mais comparações

MLOps vs Data Scientist MLOps vs Data Analyst MLOps vs Data Engineer MLOps vs ML Engineer MLOps vs AI Engineer MLOps vs BI Analyst

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