Machine Learning Engineer

1 day ago


Bengaluru, Karnataka, India Welldoc Software Full time ₹ 20,00,000 - ₹ 25,00,000 per year

We are seeking a skilled and experienced Machine Learning Engineer to join our team.The ideal candidate will have a strong background in Python and PyTorch, along with 4-8 years of experience deploying ML/AI models to production. This role requires excellent analytics skills and a good working knowledge of Databricks. You will work closely with data scientists, clinicians, software engineers, and product teams to design, build, and optimize scalable machine learning solutions.

Role & responsibilities

  • Develop, train, and optimize machine learning models using PyTorch and other ML frameworks.
  • Deploy and maintain ML models in production environments, ensuring scalability, performance, and reliability.
  • Utilize Databricks for data processing, model training, model deployment, and pipeline optimization.
  • Deploy Retrieval-Augmented Generation (RAG) pipelines to production for improved AI-driven applications.
  • Collaborate with data engineers to design and implement ETL workflows and data pipelines.
  • Perform rigorous testing, validation, and monitoring of deployed models.
  • Optimize model inference for low latency and high throughput applications.
  • Work with stakeholders to translate business problems into ML solutions.
  • Stay up to date with the latest advancements in machine learning, deep learning, and AI deployment strategies.

Preferred candidate profile

  • Proficiency in Python and ML frameworks such as PyTorch.
  • 4-8 years of experience deploying machine learning models to production.
  • Knowledge of MLflow for experiment tracking and model management.
  • Strong experience with Databricks for ML development and deployment.
  • Hands-on experience with MLOps, CI/CD pipelines, and cloud-based deployment (AWS, Azure, or GCP).
  • Solid understanding of data structures, algorithms, and software engineering principles.
  • Experience working with large-scale datasets and distributed computing frameworks.
  • Experience with deploying Retrieval-Augmented Generation (RAG) pipelines to production.
  • Excellent analytical and problem-solving skills.
  • Strong communication skills and ability to work in a collaborative team environment.

Preferred Qualifications

  • Experience deploying models in the healthcare domain.
  • Experience with feature engineering, data preprocessing, and model explainability.
  • Knowledge of containerization (Docker, Kubernetes) and workflow orchestration tools
  • Familiarity with LLMs, NLP, or reinforcement learning is a plus.


  • Bengaluru, Karnataka, India NatWest Group Full time ₹ 20,00,000 - ₹ 25,00,000 per year

    Machine Learning Engineer,AVP Join us as a Machine Learning EngineerWe're looking for someone to deploy, automate, maintain and monitor machine learning models and algorithms to make sure they work effectively in a production environment Day-to-day, you'll collaborate with colleagues to design and develop state-of-the-art machine learning products which...


  • Bengaluru, Karnataka, India NatWest Group Full time ₹ 15,00,000 - ₹ 25,00,000 per year

    Machine Learning Engineer Join us as a Machine Learning EngineerWe're looking for someone to deploy, automate, maintain and monitor machine learning models and algorithms to make sure they work effectively in a production environment Day-to-day, you'll collaborate with colleagues to design and develop state-of-the-art machine learning products which...


  • Bengaluru, Karnataka, India NatWest Group Full time

    Machine Learning Engineer, VP Join us as a Machine Learning EngineerIn this role, you'll be driving and embedding the deployment, automation, maintenance and monitoring of machine learning models and algorithms Day-to-day, you'll make sure that models and algorithms work effectively in a production environment while promoting data literacy education...


  • Bengaluru, Karnataka, India Dash Hire Full time ₹ 12,00,000 - ₹ 36,00,000 per year

    We are seeking a highly experienced and motivated ML Engineer to lead the development of our AI Agent platform. In this role, you will be responsible for defining the product vision, strategy, and roadmap, as well as collaborating with cross-functional teams to bring our innovative product to market. This is a unique opportunity to shape the future of...


  • Bengaluru, Karnataka, India Apple Full time ₹ 20,00,000 - ₹ 25,00,000 per year

    Imagine what you could do here. At Apple, new ideas have a way of becoming phenomenal products, services, and customer experiences very quickly. Every single day, people do amazing things at Apple. Do you want to impact the future of Manufacturing here at Apple through cutting edge ML techniques? This position involves a wide variety of skills, innovation,...


  • Bengaluru, Karnataka, India Dirac Labs Full time ₹ 15,00,000 - ₹ 25,00,000 per year

    Company DescriptionDirac Labs is at the forefront of developing advanced positioning, tracking, and navigation solutions for autonomous vehicles, unmanned aerial systems, asset tracking, and robotics. By leveraging cutting-edge quantum sensing and nanophotonics research from the University of Wisconsin–Madison, Dirac Labs is creating innovative quantum...


  • Bengaluru, Karnataka, India Catalyst IQ Full time ₹ 12,00,000 - ₹ 36,00,000 per year

    Description : Years of Experience : YearsJob Title : Machine Learning Engineer (Python Coding with ML Experience)Location : Bangalore (5 days WFO) NO WFH allowed at the moment.Job Summary : We are seeking a highly skilled and versatile Machine Learning Engineer who embodies the rare combination of a strong software engineer and ML exposure with experience...


  • Bengaluru, Karnataka, India Huntsmen and Barons Full time ₹ 27,00,000 - ₹ 34,00,000 per year

    BAND: B3Years of Experience: YearsJob Title: Machine Learning Engineer (Python Coding with ML Experience)Location: Bangalore (5 Days Working from KODATHI ODC)NO WFH allowed at the moment.Job Summary: We are seeking a highly skilled and versatile Machine Learning Engineer who embodies the rare combination of a strong software engineer and ML exposure with...


  • Bengaluru, Karnataka, India Catalysts HR Full time ₹ 25,00,000 - ₹ 35,00,000 per year

    Required Qualifications: Education: Master's degree in computer science, Machine Learning, Data Science,Electrical Engineering, or a related quantitative field. Experience: 5+ years of professional experience in Machine Learning Engineering,Software Engineering with a strong ML focus, or a similar role. Must have Programming Skills: Expert-level...


  • Bengaluru, Karnataka, India Angel and Genie Full time ₹ 5,00,000 - ₹ 15,00,000 per year

    As a Machine Learning Engineer (Azure Databricks), your role will involve: - Leading machine learning projects and taking ownership of the development and optimization of algorithms. - Preparing and transforming datasets for analysis and model training. - Evaluating model performance and ensuring successful deployment in production environments. -...