What You'll DoTraining Automation: Design and implement robust CI/CD pipelines for machine learning workflows. Automate nightly and on-demand training runs, including data ingestion, job orchestration, checkpointing, and artifact management, with reliability as a first-class requirement.
Evaluation Infrastructure: Build scalable evaluation harnesses that automatically benchmark models on every merge. Optimize latency and resource usage so experimentation stays fast, and performance regressions are caught immediately.
Research Tooling: Develop internal SDKs, CLIs, and lightweight UIs (e.g., Streamlit, Retool) that empower researchers to:
- Inspect trajectories and traces
- Visualize model failures
- Curate and manage datasets
- Iterate without friction
You'll make experimentation ergonomic.
Observability & Performance: Implement comprehensive tracking for:
- Model latency, throughput, and error rates
- GPU utilization and cluster health
- Inference cost and unit economics
Build dashboards and alerting systems that give real-time visibility into system performance and reliability.
Minimum Qualifications- Bachelor's degree in Computer Science, Engineering, or equivalent practical experience
- 3+ years in Software Engineering, MLOps, or ML Infrastructure
- Strong Python proficiency
- Experience building internal developer tools, CLIs, or dashboards
- Experience with cloud infrastructure (AWS or GCP) and containerization (Docker, Kubernetes)
Preferred Qualifications- Experience designing CI/CD pipelines specifically for ML workflows
- Familiarity with LLM serving stacks such as vLLM or TGI
- Experience managing GPU clusters and optimizing distributed workloads
Why This Role MattersGreat research without great infrastructure slows to a crawl.
Great infrastructure multiplies the impact of every researcher.
You will define how experiments scale, how reliability is measured, and how quickly we can ship improvements to real users. The systems you build will directly shape the speed and quality of our progress toward everyday AGI.
Perks Competitive company-sponsored medical, dental, and vision insurance
Top-tier relocation and immigration support
How to ApplySend us:
- A link - or 60-second video - of something you built and why it matters
- Your resume or LinkedIn
- Two sentences on the hardest problem you've cracked
Every exceptional candidate hears back within 48 hours.
If you see possibility where others see limits, we'd love to meet you.
