# Anomaly Detection

Skill · Data Science, Analytics and AI/ML

Canonical page: https://career.thegoodapps.co/skills/anomaly-detection

Anomaly detection is a data analysis technique used to identify data points, events, or patterns that deviate significantly from expected behavior, often signaling errors, fraud, or rare events. It employs statistical methods and machine learning algorithms (such as clustering, isolation forests, or autoencoders) and is widely used in fields like cybersecurity, fraud detection, manufacturing quality control, and network monitoring. Data scientists and engineers implement it to flag outliers in large datasets automatically.

## Anomaly Detection in the job market

- Open roles: 22
- Employers hiring: 19
- Last checked: September 13, 2026

## Asked for alongside Anomaly Detection

Measured from the 22 open roles that name Anomaly Detection, not from a curated list.

- [Python](https://career.thegoodapps.co/skills/python) — 13 roles (59.1%)
- [Machine Learning](https://career.thegoodapps.co/skills/machine-learning) — 8 roles (36.4%)
- [SQL](https://career.thegoodapps.co/skills/sql) — 8 roles (36.4%)
- [LLMs (Large Language Models)](https://career.thegoodapps.co/skills/llms-large-language-models) — 6 roles (27.3%)
- [A/B Testing](https://career.thegoodapps.co/skills/a-b-testing) — 3 roles (13.6%)
- [C++](https://career.thegoodapps.co/skills/c-2) — 3 roles (13.6%)
- [Go](https://career.thegoodapps.co/skills/go) — 3 roles (13.6%)
- [Kubernetes](https://career.thegoodapps.co/skills/kubernetes) — 3 roles (13.6%)

## Roles that use Anomaly Detection

- [Software Engineer](https://career.thegoodapps.co/occupations/software-engineer) — 7
- [Machine Learning Engineer](https://career.thegoodapps.co/occupations/machine-learning-engineer) — 4
- [Engineering Manager](https://career.thegoodapps.co/occupations/engineering-manager) — 3
- [Data Scientist](https://career.thegoodapps.co/occupations/data-scientist) — 2
- [Financial Manager](https://career.thegoodapps.co/occupations/financial-manager) — 1
- [Hardware Engineer](https://career.thegoodapps.co/occupations/hardware-engineer) — 1

## Employers hiring for Anomaly Detection

- [Crusoe](https://career.thegoodapps.co/organizations/crusoe) — 2 open roles
- [Mixpanel](https://career.thegoodapps.co/organizations/mixpanel) — 2 open roles
- [NVIDIA](https://career.thegoodapps.co/organizations/nvidia) — 2 open roles
- [Agility Robotics](https://career.thegoodapps.co/organizations/agility-robotics) — 1 open role
- [Biogen](https://career.thegoodapps.co/organizations/biogen) — 1 open role
- [CharacterAI](https://career.thegoodapps.co/organizations/characterai) — 1 open role

Related skills: [Machine Learning](https://career.thegoodapps.co/skills/machine-learning), [Fraud detection](https://career.thegoodapps.co/skills/fraud-detection), [Fraud Analytics](https://career.thegoodapps.co/skills/fraud-analytics), [Statistical Analysis](https://career.thegoodapps.co/skills/statistical-analysis), [Time Series Analysis](https://career.thegoodapps.co/skills/time-series-analysis), [Digital Analysis](https://career.thegoodapps.co/skills/digital-analysis), [AIOps](https://career.thegoodapps.co/skills/aiops), [Autoencoders](https://career.thegoodapps.co/skills/autoencoders), [Unsupervised Learning](https://career.thegoodapps.co/skills/unsupervised-learning), [Unsupervised Machine Learning](https://career.thegoodapps.co/skills/unsupervised-machine-learning)

## Open roles requiring Anomaly Detection (22)

- [Global Network Security Engineer (Remote)](https://career.thegoodapps.co/jobs/a1b44d77-fc87-4a6a-8137-6dce187b64e5/global-network-security-engineer-remote-at-crane-co) at [Crane Co.](https://career.thegoodapps.co/organizations/crane-co) — Stamford, CT · Remote
- [Director, Finance Transformation](https://career.thegoodapps.co/jobs/b73e54df-f76a-45b6-979a-ea9452f75f6b/director-finance-transformation-at-biogen) at [Biogen](https://career.thegoodapps.co/organizations/biogen) — Full-time, Cambridge, MA, $188,000 – $259,000
- [Principal Software Engineer, At-Scale Reliability and Fleet Intelligence — CSP Engagements](https://career.thegoodapps.co/jobs/4e95e136-0ef2-4904-84f6-8fcb70c34fbe/principal-software-engineer-at-scale-reliability-and-fleet-intelligence-csp) at [NVIDIA](https://career.thegoodapps.co/organizations/nvidia) — Santa Clara, CA, $272,000 – $431,250
- [Principal AI & Automation Engineer](https://career.thegoodapps.co/jobs/2474adb6-4a06-478d-b988-e29cdf7c9eb1/principal-ai-automation-engineer-at-comcast) at [Comcast](https://career.thegoodapps.co/organizations/comcast) — Philadelphia, PA
- [Sr. Engineer, Machine Learning/Artificial Intelligence](https://career.thegoodapps.co/jobs/4751ae76-6887-45c5-af1c-dbb36e69933f/sr-engineer-machine-learning-artificial-intelligence-at-starz) at [Starz](https://career.thegoodapps.co/organizations/starz) — Denver, CO, $150,000 – $180,000
- [Senior Product Security Architect](https://career.thegoodapps.co/jobs/b3555764-f6cb-4072-ba4f-eb4fbb328581/senior-product-security-architect-at-expedia-group) at [Expedia Group](https://career.thegoodapps.co/organizations/expedia-group) — $184,500 – $258,000
- [Senior Staff Data Scientist, Robotics](https://www.agilityrobotics.com/about/job-post?gh_jid=6127729004) at [Agility Robotics](https://career.thegoodapps.co/organizations/agility-robotics) — Full-time, Remote, $218,000 – $340,000 (listed on Agility Robotics's own careers site)
- [Director, Internal Analysis](https://job-boards.greenhouse.io/mixpanel/jobs/8081974) at [Mixpanel](https://career.thegoodapps.co/organizations/mixpanel) — San Francisco, CA, $273,000 – $350,000 (listed on Mixpanel's own careers site)
- [Data Scientist, Trust & Safety](https://jobs.ashbyhq.com/replit/07c4c890-0dd4-4022-bba4-8dfba6ff16ee/application) at [Replit](https://career.thegoodapps.co/organizations/replit) — Full-time, Foster City, CA · Remote, $210,000 – $310,000 (listed on Replit's own careers site)
- [Staff Engineer, Command Center Insights & Actions](https://career.thegoodapps.co/jobs/526cb141-6028-40df-bef1-f40b56e11a5d/staff-engineer-command-center-insights-actions-at-crusoe) at [Crusoe](https://career.thegoodapps.co/organizations/crusoe) — Full-time, San Francisco, CA, $210,000 – $255,000

All 22 open roles: https://career.thegoodapps.co/jobs?skills=3ab5d919-41c3-4b86-a345-9a039bce5cd5