Senior AI/ML Engineer (GenAI)
Мэтч & Сопровод
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Описание вакансии
TL;DR
Senior AI/ML Engineer (GenAI): Designing and deploying enterprise-grade Generative AI and Machine Learning platforms with an accent on agentic architecture, RAG, and compliant AI pipelines. Focus on building scalable MLOps infrastructure, optimizing LLM runtimes, and implementing safety guardrails in a healthcare context.
Location: Remote (US)
Salary: $125,000–$156,300 USD
Company
is a global leader in cell-free DNA (cfDNA) testing, focusing on oncology, women’s health, and organ health to enable personalized genetic diagnostics.
What you will do
- Design and implement foundational GenAI services including vector search, prompt tuning, and agent orchestration.
- Build infrastructure for autonomous AI agents with support for reasoning, memory persistence, and collaboration.
- Develop standardized APIs/SDKs to enable product teams to deploy and monitor Generative AI workloads.
- Implement RAG at scale, including ingestion pipelines, embedding policies, and hybrid search.
- Establish cloud-native infrastructure using Kubernetes, MLflow, and Terraform on AWS.
- Integrate compliance-by-design (HIPAA, GDPR) and safety guardrails into AI pipelines.
Requirements
- 8+ years in software/ML engineering, with 5+ years focusing on ML engineering at scale.
- Expertise in production-grade ML/LLM systems on AWS (Python, TensorFlow/PyTorch, Spark).
- Proven experience with GenAI, RAG, prompt orchestration, and agentic systems (LangChain, LlamaIndex, etc.).
- Strong knowledge of distributed architectures and cloud-native development.
- Must be based in the USA.
- Experience with compliance-first engineering in healthcare or biotech preferred.
Nice to have
- Master's degree in Computer Science, AI/ML, or a related field.
- Experience in pharma, diagnostics, or other heavily regulated industries.
- Familiarity with AI governance frameworks and bias detection.
Culture & Benefits
- Comprehensive medical, dental, vision, life, and disability plans.
- Free genetic testing for employees and immediate families.
- 401k benefits and pregnancy/baby bonding leave.
- Commuter benefits and a generous employee referral program.
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