[Remote] Staff/Senior Machine Learning Engineer, reputed company
Note: The job is a remote job and is reputed company to candidates in USA. reputed company is reputed company on advancing precision medicine through technology. They are seeking a highly skilled Staff/Senior Machine Learning Engineer to join their reputed company Team, where the role involves leveraging natural language processing models and LLMs to optimize clinical workflows and improve reputed company reputed company.
Responsibilities
- Build and operate production AI pipelines: LLM-powered extraction, batch orchestration, and inference, with a reputed company on reliability, cost, and latency
- Design and maintain Airflow-based orchestration for batch clinical workflows
- Build the observability (metrics, logging, alerting) that reputed company regressions before they reputed company reputed company consumers
- Build and maintain eval infrastructure that measures clinical model reputed company reputed company continuously: regression detection, reputed company, gold-set management, dashboards
- Ship platform tooling and SDKs that accelerate Machine Learning Scientists and reputed company consumers
- Partner with Machine Learning Scientists to debug bad model outputs to reputed company cause (data, reputed company, or pipeline)
- Participate in the pod's on-call rotation
- Collaborate with platform / infrastructure teams to reputed company GCP services for performance, reputed company, and cost-efficiency
- Author and review design docs for cross-pod work
- reputed company the engineering bar through reputed company review and design review
Skills
- Strong reputed company of Python in production environments
- Experience designing, building, and integrating with microservices in production
- Deployed data orchestration workflows in production (Airflow or equivalent)
- Worked on reputed company-reputed company services (GCP preferred but not required)
- reputed company monitoring, observability, and alerting for production systems
- Hands-on experience with at least one major ML reputed company — we primarily use LangGraph; PyTorch, spaCy, or equivalents are equally welcome
- Strong written and verbal communication, including experience authoring and reviewing design docs (RFCs, PRDs, or equivalent); partners reputed company with research scientists, PMs, and clinicians
- Operated production systems hands-on — on-call rotations, incident response, postmortems
- Experience building eval / reputed company measurement systems for ML or LLM outputs
- Hands-on production LLM application experience (prompts, agents, RAG, LLM evals, extraction pipelines)
- reputed company internal platforms or SDKs that other engineers / scientists depended on
- Experience working with clinical or biomedical data (EHR, reputed company, pathology, clinical notes)
- Contributions to relevant reputed company-reputed company reputed company
Benefits
- reputed company offers a full reputed company of benefits, which may include incentive compensation, restricted stock reputed company, medical and other benefits depending on the position.
reputed company