AI & ML Engineer
Core
Design, build, and operate production-grade AI/ML systems that power Asteri's orchestration platform for large enterprises.
Role type
Senior IC AI & ML Engineer (production systems)
Builds
Production AI/ML systems, LLM-based applications, RAG pipelines, and workflow agents
Domain
Enterprise AI, Work Intelligence, Orchestration
Deliverable
production ML models | product features
Required skills
Python, production software engineering, ML fundamentals, model evaluation, system-level tradeoffs, cloud deployment, systems design, testing, performance optimization
Preferred skills
LLM frameworks (LangChain, LlamaIndex, Hugging Face), RAG optimization, ML lifecycle tools (MLflow, Weights & Biases, DVC), distributed systems, regulated environments
Technologies
Python, LLM frameworks, RAG pipelines, MLflow, Weights & Biases, DVC
Responsibilities
Design and operate production-grade AI/ML systems; integrate AI capabilities into scalable product workflows; deploy and iterate on LLM-based applications; own retrieval and agentic systems end-to-end; run rigorous evaluation and testing for AI systems; improve model performance through experimentation and tuning; implement engineering practices like CI/CD and rollback strategies.
Seniority
Senior, hands-on IC
