Machine Learning Engineer
- iTech India
- 5 - 10 years
- Chennai
- 2 days ago
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Job Description
ql-editor "> Were looking for an experienced Machine Learning Engineer with a passion for Generative AI to join our pioneering team. Youll be instrumental in developing next-generation AI solutions, from fine-tuning Large Language Models (LLMs) to building autonomous AI agents. If youre excited by the prospect of applying cutting-edge AI to solve complex challenges in industrial and engineering domains, this role is for you.
Key Responsibilities Generative AI Development: Design, develop, and fine-tune Large Language Models (LLMs) and other generative models for specific business applications.
Agentic AI Systems: Design and build autonomous AI agents capable of reasoning, planning, and using tools to execute complex tasks.
End-to-End Model Deployment: Manage the entire lifecycle of ML models, including deployment into production and building robust MLOps pipelines.
System Architecture: Collaborate with cross-functional teams to architect scalable, production-ready systems for generative AI on cloud platforms.
Research & Prototyping: Stay at the forefront of AI research, rapidly prototyping new models, agents, and algorithms to drive innovation.
Mentorship: Guide junior engineers and promote best practices in building reliable and efficient AI systems.
Required Skills & Qualifications Experience: 5+ years of hands-on experience in a machine learning role, with a proven track record of deploying models into production.
Programming Proficiency: Expert-level skills in Python and its core data science libraries (e.g., NumPy, Pandas, Scikit-learn).
GenAI & LLM Experience: Demonstrable experience with Generative AI , including LLMs (e.g., GPT series, Llama) and proficiency with frameworks like LangChain , LlamaIndex , or Hugging Face Transformers .
ML Frameworks: Deep experience with TensorFlow or PyTorch .
Cloud Platforms: Strong proficiency in a major cloud provider ( AWS , GCP , or Azure ) and their ML services (e.g., SageMaker, Vertex AI, Azure ML).
MLOps Tools: Hands-on experience with MLOps tools and concepts, including Docker , Kubernetes , and CI/CD pipelines.
Preferred Qualifications An educational or professional background in Civil or Mechanical Engineering is a strong plus.
Experience building agentic AI systems with capabilities for planning and multi-step reasoning.
Masters or Ph.D. in Computer Science, AI, or a related quantitative field.
Contributions to open-source AI/ML projects.
Experience with large-scale data processing frameworks like Spark or Dask.
Job Classification
Industry: IT Services & ConsultingFunctional Area / Department: Engineering - Software & QARole Category: Software DevelopmentRole: Data Platform EngineerEmployement Type: Full timeContact Details:
Company: iTech IndiaLocation(s): Chennai+ View Contact
Keyskills: Computer science System architecture data science GCP Machine learning Cloud Data processing Open source Mechanical engineering Python
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