Machine Learning Engineer
Hadrian Automation
San Francisco, CA, United States
3 days ago
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Role details
Contract type
Permanent contract
Employment type
Full-time (> 32 hours)
Experience level
Expert
Experience required
5 years minimum
Compensation
$215,000
Working hours
Regular working hours
Job source
Tech stack
3d Models
Computer-Aided Design
Artificial Intelligence
Amazon Web Services
Computer Vision
Databases
Web Development
Information Extraction
Machine Learning
OpenCV
Open Source Technology
Software Engineering
+5 more
Technical Data Management Systems
Large Language Models
Langfuse β LLM Observability and Analytics Platform
Information Technology
Machine Learning Operations
Job description
- Design, build, and deploy agentic systems that read multi-page engineering drawing sets, including page classification and extraction of parts lists, notes, tables, dimensions, GD&T, and weld symbols.
- Build the tools agents rely on, including image processing, geometry, and CAD registration; determine which parts of a problem belong in code versus in the model.
- Own evaluation across the system using gold datasets, accuracy metrics, LLM-as-judge rubrics, and online checks that flag failures on documents without ground truth.
- Contribute to the full agent lifecycle, including prompt and exemplar design, orchestration, tracing, cost and latency, and production pipelines that move results into the database and applications.
- Combine frontier models, open-source tools, and classical computer vision to build document understanding systems for manufacturing applications., * Hadrian uses AI-assisted tools in recruiting and hiring to organize and analyze recruiting data, and to provide an AI-powered notetaker that records and transcribes interviews and helps coordinate feedback.
- AI tools support the team and are not used to make hiring decisions; all candidate evaluations and hiring decisions are performed by humans.
- If an interview will be recorded, you will be notified in advance and may opt out at any time with no impact on your candidacy.
- Candidate data processed through these tools is subject to the protections described in Hadrianβs Privacy Policy.
Requirements
- Bachelorβs degree in Computer Science, Electrical Engineering, Mechanical Engineering (or similar discipline), or an equivalent amount of industry experience.
- 5+ years of experience in Machine Learning and/or Computer Vision, with ownership of projects from prototype through production.
- AI-native builder with strong business and product sense.
- Hands-on experience building LLM or VLM-based agents, including tool use, structured outputs, and graph orchestration.
- Experience designing evaluations for non-deterministic systems and using them to determine what ships.
Technologies
- OpenCV, scikit-image
- AWS, Bedrock, GovCloud
- OpenTelemetry, MLflow, Langfuse
- LLM, VLM, OCR, * Experience with classical computer vision (OpenCV, scikit-image, etc.) and with training or fine-tuning detection, segmentation, or OCR models.
- Prior experience with visual document understanding and layout analysis, particularly on technical data or other dense, high-variance documents.
- Previous work in aerospace, defense, or manufacturing, including experience with 3D/CAD/CAM data for manufacturing applications.
- Prior experience running models on AWS, including Bedrock or GovCloud environments.
- Prior experience with tracing and observability for LLM applications using OpenTelemetry, MLflow, Langfuse, or similar tools.
- Strong software engineering skills, including prior web development experience.
- Passion for manufacturing and a belief that the industry needs better software.
Benefits & conditions
- Medical, dental, vision, and life insurance plans for employees
- 401k
- Relocation support may be provided for certain situations, based on business need
- Flexible vacation policy
- Equity
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