Machine Learning Engineer developing AI products and collaborating with teams at Sitemate. Responsible for model architecture, training, deployment, and integration with user-facing features.
Responsibilities
Help build AI products by architecting, building, training and deploying models.
Collaborate with product and design teams to experiment and ship fast.
Participate in code reviews and technical discussions, sharing knowledge and shaping engineering standards.
Own full AI generation pipelines: data prep/labeling, model selection and fine-tuning.
Build and maintain data pipelines to ensure clean, reliable, and scalable training datasets.
Evaluate and integrate third-party AI services and APIs to accelerate development.
Deploy, monitor, and continuously improve model performance, accuracy and costs.
Conduct experiments to evaluate new features, algorithms, architectures, or approaches.
Document workflows, share insights, and contribute to best practices in applied machine learning.
Requirements
2+ years shipping production features.
Strong Python for ML and working knowledge of TypeScript.
Experience with LLMs (fine-tuning, prompt engineering, evaluation).
Understanding of ML fundamentals (training/validation/test splits, overfitting, metrics like precision/recall).
Hands-on experience with structured data extraction from unstructured sources.
AWS cloud experience.
Nice to Have: Built agentic systems (e.g., LangGraph, Bedrock Agents/AgentCore, OpenAI Agents SDK) and/or MCP servers.
Experience with model quantization and optimization techniques.
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