MLOps Engineer

2 weeks ago


Bengaluru, India TekPillar Services Pvt. Ltd Full time

Job Title : MLOps EngineerExperience : 6- 10 YearsLocation : BangaloreNotice Period : Immediate to 30 DaysKey Skills : MLOps, Azure AML, CI/CD, GenAI, LLM, ONNX, TFLite, Python, Data PipelinesJob Description :- Design, develop, and maintain complex, high-performance, and scalable MLOps systems that interact with AI models and systems.- Cooperate with cross-functional teams, including data scientists, AI researchers, and AI/ML engineers, to understand requirements, define project scope, and ensure alignment with business goals.- Offer technical leadership and expertise in choosing, evaluating, and implementing software technologies, tools, and frameworks in a cloud-native (Azure + AML) environment.- Troubleshoot and resolve intricate software problems, ensuring optimal performance and reliability when interfacing with AI/ML systems.- Participate in software development project planning and estimation, ensuring efficient resource allocation and timely solution delivery.- Contribute to the development of continuous integration and continuous deployment (CI/CD) pipelines.- Contribute to the development of high-performance data pipelines, storage systems, and data processing solutions.- Drive integration of GenAI models (e.g., LLMs, foundation models) in production workflows, including prompt orchestration and evaluation pipelines.- Support edge deployment use cases via model optimization, conversion (e.g., to ONNX, TFLite), and containerization for edge runtimes.- Contribute to the creation and maintenance of technical documentation, including design specifications, API documentation, data models, data flow diagrams, and user manuals. (ref:hirist.tech)


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