Senior AI/ML Engineer
shaip
Job Description
- Research, evaluate, and customize open-source ML models (audio, vision, LLM) for production use cases on AWS.
- Develop APIs and services using FastAPI, Django, or similar frameworks to expose ML capabilities
- Design automation solutions and scripts for data processing, validation, and quality control across multimodal datasets (audio, image, video, text)
- Build and maintain MLOps pipelines for model versioning, deployment, monitoring, continuous integration, and performance optimization.
- Provide technical leadership on ML architecture decisions, model selection, and system design trade-offs
- Drive technical initiatives from concept to production, including feasibility analysis, prototyping, and deployment strategy
- Mentor junior ML engineers through code reviews, technical guidance, and knowledge sharing
- Collaborate with cross-functional teams to translate research outcomes into scalable, production-ready systems