AI Engineer
Core
Designing, implementing, and deploying LLM-based solutions into production to solve complex problems in infrastructure and building design.
Role type
Senior IC AI Engineer (LLM & RAG)
Builds
LLM features integrated into SaaS platforms for the construction industry
Domain
Construction / Infrastructure / AI
Deliverable
production ML models
Required skills
LLM techniques, RAG systems, Prompt engineering, Data processing, Python, pydantic validation, CI/CD pipelines, Evaluation techniques
Preferred skills
CPU/GPU workload optimization, Monitoring and observability tools, Infrastructure as Code (Terraform), Azure, Machine Learning
Technologies
Python, pydantic, Prometheus, Grafana, Elastic stack, Terraform, Azure
Responsibilities
Design and implement LLM solutions using agentic approaches and context engineering; Work end-to-end on ML solutions including data preparation, evaluation, deployment, and monitoring; Develop text representation and semantic extraction pipelines; Collaborate with product teams to integrate LLM features into SaaS platforms
Seniority
Senior, hands-on IC