Anduril Industries · 9 hours ago
Machine Learning Engineer, Quality Analytics
Costa Mesa, CA
Full-time
Onsite
Mid, Senior Level
$166K/yr - $220K/yr
3+ years expAnduril Industries is a defense technology company focused on enhancing military capabilities through advanced technology. They are seeking a Machine Learning Engineer for their Quality Analytics team to develop machine learning solutions for manufacturing challenges, improving product quality and operational efficiency.
AerospaceArtificial Intelligence (AI)GovernmentMilitaryNational Security
No H1B
Security Clearance RequiredU.S. Citizen Only
Responsibilities
Design, build, deploy, and maintain machine learning models to address key manufacturing problems, including classification (e.g., defect type), regression (e.g., yield prediction), and clustering (e.g., process regime identification)
Perform in-depth exploratory data analysis (EDA) and statistical analysis on complex manufacturing datasets (sensor data, MES records, quality logs) to uncover insights and validate hypotheses using Python, Pandas, Scikit-learn, and Jupyter notebooks
Develop and implement computer vision models for automated visual inspection and defect identification where applicable
Partner with the Data Engineers to operationalize models within Palantir Foundry, creating scalable and automated training and inference pipelines
Implement MLOps best practices for version control, model monitoring, performance tracking, and automated retraining to ensure long-term model health and reliability
Collaborate closely with Manufacturing Engineers and Data Analysts to understand process nuances, define model requirements, and interpret results for non-technical stakeholders
Translate complex manufacturing problems, such as sources of variance or defect trends, into solvable machine learning problems
Qualification
Required
Bachelor's or Master's degree in Computer Science, Engineering, Statistics, or a related quantitative field
3+ years of experience in an ML Engineer, Data Scientist, or similar role with a proven track record of deploying models into a production environment
Demonstrated experience working within a manufacturing, industrial, robotics or other physical environment is essential
Strong proficiency in Python and core data science libraries (Scikit-learn, Pandas, NumPy, Matplotlib/Seaborn)
Solid understanding of both classical machine learning algorithms (e.g., Gradient Boosting, Random Forest, SVMs) and fundamental statistical principles
Hands-on experience with SQL for data extraction and manipulation
Experience with the complete ML lifecycle, from data exploration and feature engineering to deployment and monitoring
Eligible to obtain and maintain an active U.S. Secret security clearance
Preferred
Experience with deep learning frameworks (e.g., TensorFlow, PyTorch), particularly for computer vision applications
Experience with big data platforms like Palantir Foundry or Databricks
Knowledge of MLOps tools and principles (e.g., MLflow, Kubeflow, model registries)
Familiarity with manufacturing data systems (e.g., MES, SFC, ERP)
Familiarity with quality methodologies and concepts like RCCA or 8D, GD&T, FMEA, IQC/OQC, and how data supports them
Strong software engineering fundamentals, including experience with Git
Experience building or supporting ML capabilities for complex hardware manufacturing operations, including new product introduction (NPI), ramp-up, and high-volume production phases
Benefits
Comprehensive medical, dental, and vision plans at little to no cost to you.
We cover full cost of medical insurance premiums for you and your dependents.
We offer an annual contribution toward your private health insurance for you and your dependents.
Income Protection: Anduril covers life and disability insurance for all employees.
Generous time off: Highly competitive PTO plans with a holiday hiatus in December.
Caregiver & Wellness Leave is available to care for family members, bond with a new baby, or address your own medical needs.
Family Planning & Parenting Support: Coverage for fertility treatments (e.g., IVF, preservation), adoption, and gestational carriers, along with resources to support you and your partner from planning to parenting.
Mental Health Resources: Access free mental health resources 24/7, including therapy and life coaching.
Additional work-life services, such as legal and financial support, are also available.
Professional Development: Annual reimbursement for professional development
Commuter Benefits: Company-funded commuter benefits based on your region.
Relocation Assistance: Available depending on role eligibility.
Traditional 401(k), Roth, and after-tax (mega backdoor Roth) options.
Pension plan with employer match.
Superannuation plan.
Company
Anduril Industries
Anduril Industries is a defense technology company that specializes in developing advanced autonomous systems to enhance national security.
1001-5000 employees
Funding
Current Stage
Late StageTotal Funding
$6.25BKey Investors
XPRIZEAlphaTON Capital Corp.Founders Fund
2026-01-29Grant· $0.15M
2025-12-16Corporate Round· $30M
2025-06-05Series G· $2.5B
Leadership Team
Brian Schimpf
Co-Founder and CEO
Joseph Chen
Co-founder
Recent News
2026-02-05
Orange County Business Journal
2026-02-04
Orange County Business Journal
2026-02-04
Company data provided by crunchbase