Machine Learning Operations Engineer

1 day ago

Bengaluru, Karnataka, India NextGen Federal Systems Full time ₹ 20,00,000 - ₹ 25,00,000 per year

Job Description:

The Engineer I, Machine Learning Operations will support our AI/ML initiatives by streamlining the deployment, monitoring, and scaling of machine learning models in production environments. The incumbent will have a solid understanding of machine learning workflows, DevOps principles, and cloud technologies, with a focus on optimizing machine learning pipelines and ensuring reliable and efficient operations.
  • Implement and maintain CI/CD pipelines for deploying machine learning models to production environments.
  • Ensure seamless integration of machine learning models into existing software systems.
  • Design and manage scalable infrastructure for training, testing, and serving machine learning models.
  • Automate data preprocessing, model training, and deployment workflows.
  • Monitor the performance of deployed models and systems, identifying and resolving issues proactively.
  • Optimize model inference latency, scalability, and resource utilization.
  • Work closely with data scientists, software engineers, and product teams to understand requirements and deliver operational solutions.
  • Collaborate with DevOps and cloud engineering teams to ensure infrastructure reliability and security.
  • Maintain version control for datasets, models, and code.
  • Implement best practices for data and model governance, ensuring compliance with organizational and regulatory requirements.
  • Stay updated with the latest trends in MLOps tools, frameworks, and practices.
  • Recommend and implement improvements to the MLOps processes and infrastructure.
  • Perform other duties that support the overall objective of the position.
Education Required:
  • Bachelor's degree in Computer Science, Data Science, Engineering, or a related field.
  • Or, any combination of education and experience which would provide the required qualifications for the position.
Experience Required:
  • 1-3 years of hands-on experience in MLOps, DevOps, or related roles.
  • Experience with MLOps tools and platforms like MLflow, Kubeflow, or SageMaker.
  • Experience with feature stores and model versioning systems.
  • Experience in building CI/CD pipelines using tools like Jenkins, GitLab CI, or similar.
Knowledge, Skills & Abilities:
  • Knowledge of: Proficiency in Python and familiarity with machine learning frameworks (e.g., TensorFlow, PyTorch, Scikit-learn). Strong understanding of containerization and orchestration tools (e.g., Docker, Kubernetes). Familiarity with distributed computing frameworks (e.g., Apache Spark). Knowledge of cloud platforms such as AWS, Azure, or Google Cloud. Solid understanding of model monitoring, logging, and debugging tools. Familiarity with database technologies and data pipelines (SQL, NoSQL, ETL/ELT processes).
  • Skill in: Strong problem-solving skills and a detail-oriented mindset. Excellent communication and collaboration abilities.
  • Ability to: Ability to have a clear view of complete systems and the ability to understand and work on different components as and when required.
The company has reviewed this job description to ensure that essential functions and basic duties have been included. It is intended to provide guidelines for job expectations and the employee's ability to perform the position described. It is not intended to be construed as an exhaustive list of all functions, responsibilities, skills and abilities. Additional functions and requirements may be assigned by supervisors as deemed appropriate. This document does not represent a contract of employment, and the company reserves the right to change this job description and/or assign tasks for the employee to perform, as the company may deem appropriate.

NextGen Healthcare is an equal opportunity employer. We celebrate diversity and are committed to creating an inclusive environment for all employees.

  • Machine Learning Operations Engineer

    2 weeks ago

    Bengaluru, Karnataka, India Chubb Group Full time ₹ 10,00,000 - ₹ 25,00,000 per year

    Software Engineer About Chubb Chubb is a world leader in insurance. With operations in 54 countries and territories, Chubb provides commercial and personal property and casualty insurance, personal accident and supplemental health insurance, reinsurance and life insurance to a diverse group of clients. The company is defined by its extensive product and...

  • Machine Learning Engineer

    3 days ago

    Bengaluru, Karnataka, India EarnIn Full time ₹ 6,00,000 - ₹ 18,00,000 per year

    POSITION SUMMARY As a Fintech company where Machine Learning (ML) is one of the key drivers of growth, our operations highly rely on machine learning models, from business decisions to customer experiences. Therefore, building and deploying state-of-the-art machine learning systems to drive impact via our data capabilities is key. To guarantee the success...

  • Machine shop Operator

    2 weeks ago

    Bengaluru, Karnataka, India Machine House Full time ₹ 4,00,000 - ₹ 12,00,000 per year

    Handle material in and out of a lathe machine according to specific procedures and guidelines.Operate the lathe machine effectively and correctly to produce parts to the required specification for the job.Measure, mark, and scribe dimensions and reference points on material or work-pieces for cutting or shaping.Set up and adjust machine controls, speeds, and...

  • Machine Learning Engineer

    2 weeks ago

    Bengaluru, Karnataka, India Tether Operations Limited Full time ₹ 20,00,000 - ₹ 25,00,000 per year

    Join Tether and Shape the Future of Digital Finance At Tether, we're not just building products, we're pioneering a global financial revolution. Our cutting-edge solutions empower businesses—from exchanges and wallets to payment processors and ATMs—to seamlessly integrate reserve-backed tokens across blockchains. By harnessing the power of blockchain...

  • Machine Learning Engineer

    5 days ago

    Bengaluru, Karnataka, India Goldman Sachs Services Pvt Ltd Full time ₹ 10,00,000 - ₹ 25,00,000 per year

    Core Engineering - ETO - Machine Learning Engineer - Associate/VP - BengaluruWhat We Do At Goldman Sachs, our Engineers don't just make things – we make things possible. Change the world by connecting people and capital with ideas. Solve the most challenging and pressing engineering problems for our clients. Join our engineering teams that build massively...

  • Machine Maintenance and Service Engineer

    2 days ago

    Bengaluru, Karnataka, India Machine House Full time ₹ 9,00,000 - ₹ 12,00,000 per year

    Statutory Warning :- MHT has prohibited Smoking and Tabaco for MHT EmployeesWe are a leading Manufacturer of a high-quality range of Transformer HV Coil Winding Machines, LV Winding Machines, Stator Winding Machines, Strip Winding Machines, etc. These products are admired for their high performance, optimum functionality and perfectly designed.. We work for...

  • Senior Machine Learning Engineer

    2 weeks ago

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

    About The PositionWe are actively searching for a talented and experienced Machine Learning (ML) Engineer to join our team. As a Machine Learning Engineer, you will play a crucial role in the development and implementation of cutting-edge artificial intelligence products. Your responsibilities will involve designing and constructing sophisticated machine...

  • Machine Learning Engineer

    3 days ago

    Bengaluru, Karnataka, India PayPal Full time ₹ 9,00,000 - ₹ 12,00,000 per year

    Assist in the development and optimization of machine learning models. Preprocess and analyze datasets to ensure data quality. Collaborate with senior engineers and data scientists on model deployment. Conduct experiments and run machine learning tests. Stay updated with the latest advancements in machine learning. Minimum of 2 years of relevant work...

  • Machine Learning Engineer

    2 weeks ago

    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...

  • Machine Learning Engineer

    3 days ago

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

    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 environmentDay-to-day, you'll collaborate with colleagues to design and develop state-of-the-art machine learning products which power our group for our...