Machine Learning Engineer - Gen AI Specialist
Core
Design, build, and ship production-ready Generative AI solutions using LLMs and multimodal models to automate the construction lifecycle.
Role type
Senior IC Machine Learning Engineer (Generative AI)
Builds
Scalable Azure services for GenAI tools, fine-tuned models, and data-driven insights for construction projects.
Domain
Construction technology and Building Information Modeling (BIM)
Deliverable
production ML models
Required skills
Python, LLM fine-tuning, prompt engineering, Azure cloud services, CI/CD pipelines, vector databases, SQL, Pandas, Docker, experiment tracking
Preferred skills
TypeScript, C#, React, Streamlit, Snowflake, Power BI, Tableau, construction domain knowledge
Technologies
Azure (App Service, Functions, ML, Container Apps), OpenAI SDK, Azure OpenAI, LangChain, LangGraph, FastAPI, MLflow, Weights & Biases, Pinecone, FAISS, Azure Cognitive Search, GitHub Actions, Azure DevOps
Responsibilities
Frame GenAI use cases with experts, build quick LLM-based prototypes, deploy models as scalable services, collaborate with cross-functional teams, document and demo solutions, stay updated on GenAI trends
Seniority
Senior, hands-on IC
