Machine Learning Engineer

Sourced from qarera.com

TBAuctions is seeking a Machine Learning Engineer to build, deploy, and monitor ML models and AI agents for its intelligent auctioning platform. The role focuses on productionizing models as scalable microservices and building production-grade AI agents using LangGraph, RAG, MLflow, and FastAPI. You will collaborate cross-functionally to translate business needs into technical solutions and ensure model reliability through monitoring, evaluation, and A/B testing.

• Develop and implement machine learning models to address business challenges.
• Conduct data analysis, feature engineering, and model selection to optimize performance.
• Deploy machine learning models into production systems for real-time applications.
• Serve models via API deployment as scalable microservices, containerized and orchestrated with Kubernetes and Azure Kubernetes Service (AKS).
• Collaborate with software engineers to integrate models into existing infrastructure.
• Build, serve, deploy, evaluate, and monitor production-grade AI agents using LangGraph, RAG, MLflow, and FastAPI.
• Monitor model performance in production, investigate drift, and iterate to improve evaluation metrics.
• Conduct A/B testing and validation to assess model impact and reliability.
• Work closely with cross-functional teams to understand business requirements and translate them into technical solutions.