Software Engineer III

Role Overview

Responsibilities

• Design and build ML systems from problem framing and data preparation through deployment, monitoring, and iteration.
• Develop LLM agents that plan, call tools and APIs, run multi-step workflows, and apply guardrails and fail-safes.
• Implement RAG using retrieval strategies, chunking, embeddings, indexing, and re-ranking.
• Build backend services and frontend interfaces for configuration, human-in-the-loop review, observability, and workflow execution.
• Develop RESTful or event-driven integrations for models, agents, features, and data products.
• Build Apache Spark and PySpark pipelines for batch processing and feature generation.
• Use SQL for exploration, transformations, validation, and query performance tuning.
• Operationalize ML and LLM systems with CI/CD, model registries, experiment tracking, reproducible training, automated evaluation, and quality frameworks.
• Use authorized AI coding tools while validating outputs through peer review, automated testing, and secure coding standards.