Associate Principal AI/ML Engineer
| Company | Inventing for Life |
|---|---|
| Location | Cambridge, MA, USA |
| Salary | $Not Provided – $Not Provided |
| Type | Full-Time |
| Degrees | Bachelor’s, Master’s, PhD |
| Experience Level | Senior, Expert or higher |
Requirements
- PhD in Computer Science, Physics, Electrical Engineering, Biomedical Engineering, or a related field with 4+ years academic medical or industry experience
- Masters with 7+ years of experience
- Bachelors with 11+ years of experience
- Must have experience with Python, Torch, AWS, Databricks, MLFlow, Docker, GitHub, and GitHub Actions CI/CD workflows
- Must have experience building/deploying/scaling novel AI/ML pipelines, particularly transformer-based Foundation Models and representation learning to support downstream tasks
- Must have experience with the full SDLC of maintaining Python Packages and Docker images following modern DevSecOps best practices
- Must be a self-starter and be able to lead projects independently
- Must have excellent communication/interpersonal skills and a team-focused collaborative mindset to provide technical support to code-heavy AI/ML Engineers and Data Scientists
Responsibilities
- Lead the design, development, deployment, monitoring, and maintenance of reusable software components that can be integrated into reliable/scalable AI/ML workflows, tools, and applications
- Collaborate in a highly-matrix environment to identify research questions, scope data requirements, and develop appropriate AI/ML solutions
- Provide tactical and strategic technical support for AI/ML Researchers and Data Scientists
- Stay up-to-date with the latest advancements in AI/ML research and operations to proactively propose innovative approaches aligned with industry standards that enhance our internal capabilities.
Preferred Qualifications
- Experience with biological data for transcriptomics
- Interest in life sciences problems