Staff ML Software Engineer (L6) — Platform Systems, AIMS Engineering
USA - Remote, United States
R
USD 466K-750K (estimate) Senior-level Full Time
Tasks
- Assess data quality
- Automate operational workflows
- Build anomaly detection systems
- Build forward looking platform roadmaps
- Coordinate architecture modernization across teams
- Define migration path for modernized AI ML stack
- Design build and operate observability subsystems
- Design observability primitives for machine learning
- Develop compute efficiency tooling
- Evaluate emerging infrastructure patterns
- Identify and drive cost optimization
- Improve reliability across the AI ML stack
- Monitor model serving latency
- Monitor training pipeline health
- Perform root cause analysis
- Reduce toil and improve on call ergonomics
Perks/Benefits
- 401k employer match
- Flexible time off
- Health plans
- Mental health support
- Paid time off
- Stock options
Skills/Tech-stack
Anomaly Detection | Batch Processing | Cause analysis | Compute efficiency | Cost Optimization | Distributed Systems | Experiment frameworks | Experimentation | Feature Store | Java | LLM Evaluation | Machine Learning | Model Serving | Monitoring | Observability | Online Inference | Personalization | Python | Recommendation Systems | Replay | Root Cause Analysis | Root cause | Scala | Search | TRACE | Training pipelines
Education
N/A
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