Senior Applied AI Engineer
Core
Design, develop, and deploy LLM-driven agentic systems for hardware design and requirement management use-cases.
Role type
Senior Applied AI Engineer (Agentic Systems)
Builds
LLM-based features and agentic flows for the Requirements Portal on the Altium Develop/Agile platform
Domain
Hardware Engineering / Electronics Design / Requirements Management
Deliverable
production ML models
Required skills
LLM engineering, Python development, agentic loops, tool-calling, agent orchestration, MCP servers, evaluation and benchmarking pipelines, cost and latency optimization
Preferred skills
Synthetic test data creation, model distillation, agent orchestration debugging, model finetuning, stateful agentic frameworks (e.g., LangGraph), high concurrency asynchronous services
Technologies
LLMs, Python, LangGraph, MCP servers
Responsibilities
Develop agentic flows using off-the-shelf LLMs and modern harnessing methods; Collaborate with software engineers, product managers, and designers in an agile environment; Build evaluation pipelines and design metrics to measure AI system performance; Extend test-suite and run benchmarks on AI systems; Benchmark models, prompts, and approaches for speed, cost, and accuracy; Participate in the full AI product lifecycle from experimentation to deployment.
