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Senior Staff Machine Learning Engineer

Senior Staff Machine Learning Engineer

ConfidentialBengaluru / Bangalore
30+ days ago
Job description

Role And Responsibilities

You will be embedded within a team of machine learning engineers and data scientists, responsible for building and productizing generative AI and deep learning solutions.

You will :

  • Design, develop and deploy production ready scalable solutions that utilizes GenAI, Traditional ML models, Data science and ETL pipelines
  • Collaborate with cross-functional teams to integrate AI-driven solutions into business operations.
  • Build and enhance frameworks for automation, data processing, and model deployment.
  • Utilize Gen-AI tools and workflows to improve the efficiency and effectiveness of AI solutions.
  • Conduct research and stay updated with the latest advancements in generative AI and related technologies.
  • Deliver key product features within cloud analytics.

Requirements :

  • Tech, M. Tech or PhD in computer science, electrical engineering, statistics or math.
  • At least 5 years of working experience in data science, computer vision, or related domain.
  • Proven experience with building and deploying generative AI solutions.
  • Strong programming skills in Python and solid fundamentals in computer science, particularly in algorithms, data structures, and OOP.
  • Experience with Gen-AI tools and workflows.
  • Proficiency in both vision-related AI and data analysis using generative AI.
  • Experience with cloud platforms and deploying models at scale.
  • Experience with transformer architectures and large language models (LLMs).
  • Familiarity with frameworks such as TensorFlow, PyTorch, and Hugging Face.
  • Proven leadership and team management skills.
  • Desired skills :

  • Working experience with AWS, Azure AI tools is a plus.
  • Technologies such as : Kafka streams, Queues, Rest API systems.
  • Programing language : Python, SQL, C++ (good to have)
  • Tools : Pytorch, FastAPI, MLFlow, Hugging face pipelines, Langgraph, OpenAI
  • Knowledge of best practices in software development, including version control, testing, and continuous integration
  • Skills Required

    Pytorch, Azure, Aws

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