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Tech Stack
Tools & technologiesDistributed SystemsMicroservicesPythonPyTorchTensorflow
About the role
Key responsibilities & impact- Architect and implement multi-agent systems integrating foundational LLMs and custom-trained models
- Build and optimize AI/ML pipelines through model fine-tuning, prompt engineering, and evaluation frameworks
- Build explainability and traceability mechanisms for compliance flags
- Automate translation of compliance rules into agent-ready logic paths
- Design, train, and fine-tune models using user feedback and outcomes data
- Design model evaluation and monitoring infrastructure for reliable, auditable customer deployments
- Collaborate with product engineers to integrate AI features through APIs, data pipelines, and frontend systems
- Partner with model training engineers to incorporate feedback loops
- Collaborate with compliance users to translate complex rules into agent workflows
- Prototype and apply new AI/ML techniques
- Work closely with AI and engineering leadership, product engineers, and implementation managers
Requirements
What you’ll need- 5+ years of applied ML/AI engineering experience
- Strong knowledge of agent-based architectures and orchestration frameworks
- Strong Python
- Proficiency with modern software engineering practices, including APIs, microservices, and distributed systems
- Experience with PyTorch, TensorFlow, and Hugging Face
- LLM experience including fine-tuning, prompt engineering, RAG, and evaluation
- Background in data preprocessing, feature engineering, and training pipelines
- Production ML experience including model serving, monitoring, A/B testing, and data pipelines
- Strong communication skills and ability to work cross-functionally
- Based in the Bay Area or New York and willing to come into the office 2–3 days a week
- For US-based roles, authorization to work for any employer; visa sponsorship is unavailable
Benefits
Comp & perks- Competitive salary and equity package
- Bi-annual get-togethers
- Fully paid medical, dental, and vision insurance
- Free access to OneMedical (US Only)
- Company-paid life insurance (US Only)
- Company-sponsored 401k + matching (US Only)
- Flexible time off (with mandatory 15 days off)
- Financial support for work-adjacent learning opportunities
- Quarterly off-sites
- Opportunities to join other offices when important
