Quick overview
Job description
๐ง๐ต๐ถ๐ ๐ฟ๐ผ๐น๐ฒ ๐ถ๐ ๐ณ๐ผ๐ฟ ๐ผ๐ป๐ฒ ๐ผ๐ณ ๐๐ต๐ฒ ๐ช๐ฒ๐ฒ๐ธ๐ฑ๐ฎ๐'๐ ๐ฐ๐น๐ถ๐ฒ๐ป๐๐
๐ฆ๐ฎ๐น๐ฎ๐ฟ๐ ๐ฟ๐ฎ๐ป๐ด๐ฒ: ๐ฅ๐ ๐ด๐ฌ๐ฌ๐ฌ๐ฌ๐ฌ๐ฌ - ๐ฅ๐ ๐ญ๐ฌ๐ฌ๐ฌ๐ฌ๐ฌ๐ฌ๐ฌ (๐ถ๐ฒ ๐๐ก๐ฅ ๐ด๐ฌ-๐ญ๐ฌ๐ฌ ๐๐ฃ๐)
Experience: 10+ yrs
Location: Bengaluru
As a Senior AI ML Engineer, you will architect and deploy advanced machine learning solutions that power intelligent, agentic systems, driving business value across diverse domains. Leveraging your deep expertise in model development, you will design scalable pipelines, implement stateโofโtheโart algorithms, and transform data into actionable predictions. You will collaborate closely with crossโfunctional teams to translate complex requirements into cloudโnative applications, ensuring seamless integration with existing platforms and external APIs. Your role will also involve mentoring junior talent, championing best practices, and continuously optimizing model performance and system reliability in a fastโmoving, highโimpact environment.
๐๐ฒ๐ ๐ฅ๐ฒ๐๐ฝ๐ผ๐ป๐๐ถ๐ฏ๐ถ๐น๐ถ๐๐ถ๐ฒ๐
โข Design, prototype, and validate endโtoโend machine learning workflows from data ingestion to inference.
โข Develop and fineโtune agentic AI models that autonomously adapt to changing user contexts.
โข Build cloudโnative microservices and APIs to expose ML capabilities for internal and external consumption.
โข Integrate ML models with enterprise platforms such as data lakes, Kubernetes clusters, and eventโdriven architectures.
โข Ensure robust model governance, monitoring, and continuous improvement cycles.
โข Collaborate with data engineering to optimize data pipelines and feature stores.
โข Mentor and guide junior engineers on best practices, coding standards, and model deployment strategies.
โข Conduct performance benchmarking, A/B testing, and scaling studies to meet SLAs.
โข Lead the selection and evaluation of cuttingโedge ML frameworks and cloud services.
โข Document architecture, code, and operational procedures for maintainability and knowledge transfer.
๐ช๐ต๐ฎ๐ ๐ ๐ฎ๐ธ๐ฒ๐ ๐ฌ๐ผ๐ ๐ฎ ๐๐ฟ๐ฒ๐ฎ๐ ๐๐ถ๐
โข 10+ years of experience in machine learning and data science with a proven track record of production deployments.
โข Deep expertise in building agentic AI solutions using reinforcement learning, NLP, or multimodal models.
โข Proficiency in cloud platforms (AWS, Azure, GCP) and container orchestration (Kubernetes).
โข Strong background in developing RESTful and gRPC APIs and integrating them with external systems.
โข Handsโon experience with CI/CD pipelines, automated testing, and model deployment tools.
โข Excellent coding skills in Python, Java, or Go, with familiarity in scalable frameworks such as TensorFlow, PyTorch, or JAX.
โข Demonstrated ability to translate business requirements into technical designs and measurable outcomes.
โข Experience mentoring teams, conducting code reviews, and driving technical excellence.
โข Solid understanding of data privacy, security, and compliance standards in a cloud environment.
โข Passion for staying current with emerging AI technologies and a proactive approach to problem solving.
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