Machine Learning Engineer
4 hours ago
We are looking for a curious and passionate Machine Learning Engineer to join our high-impact team. You’ll work directly on ML models that analyze cardiac data, helping doctors save lives. This role offers the unique opportunity to see your work make a tangible difference in patient outcomes while building state-of-the-art ML infrastructure.What You’ll Do:● Design and Implement ML Models: Develop, train, and evaluate machine learning and deep learning models for cardiac datasets and associated metadata.● Data Pipeline Development: Work with large, complex, and sometimes messy clinical datasets. Contribute to building robust and scalable data pipelines for data ingestion, cleaning, feature engineering, and labeling.● Model Deployment and MLOps: Deploy models to production environments and monitor their performance in real-world clinical settings. Build and maintain REST APIs for model inference using frameworks like FastAPI or Flask. Design scalable API endpoints with proper request validation, error handling, and authentication. Implement and maintain robust MLOps practices, including version control, continuous integration/continuous deployment (CI/CD), and model monitoring in a production environment (e.g., cloud platforms like AWS, Azure, or GCP).● Performance Optimization: Optimize model performance for inference speed and resource efficiency, crucial for deployment on various platforms (cloud, edge devices).● Collaboration: Work collaboratively with software engineers, data scientists, and clinical domain experts to translate clinical needs into technical requirements and deliver high-impact solutions.● Documentation and Research: Maintain detailed documentation of models, code, and experiments. Stay current with the latest research in deep learning, medical image analysis, and time-series analysis.● Regulatory and Compliance: Develop documentation in order to comply with regulatory requirements such as CDSCO, FDA etc.Required:● Experience: 1-3 years of professional experience as a Machine Learning Engineer, Data Scientist, or a related role.● Programming: Proficiency in Python and experience with core data science libraries (NumPy, pandas, scikit-learn).● Deep Learning Frameworks: Hands-on experience with at least one major deep learning framework (PyTorch).● MLOps Basics: Familiarity with MLOps principles, including containerization (Docker) and cloud service experience (AWS, Azure, or GCP).● Understanding of model evaluation metrics, cross-validation, and debugging ML systems.● Ability to read and implement research papers.Preferred Skills:● Experience with healthcare data.● Understanding of statistical methods and experimental design for model validation.● Experience with structured training pipelines such as Pytorch Lightning.● Knowledge of regulatory requirements for medical devices (FDA, CE marking).● Experience with cloud platforms (AWS, GCP, Azure) and serverless deployments.● Publications or contributions to ML open-source projects.
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Machine Learning Engineer
5 days ago
Bengaluru, Karnataka, India NatWest Group Full time ₹ 20,00,000 - ₹ 25,00,000 per yearMachine 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...
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Machine Learning Engineer
5 days ago
Bengaluru, Karnataka, India NatWest Group Full time ₹ 15,00,000 - ₹ 25,00,000 per yearMachine 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...
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Machine Learning Engineer
1 week ago
Bengaluru, Karnataka, India PayPal Full time ₹ 9,00,000 - ₹ 12,00,000 per yearAssist 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...
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Machine Learning Engineer
1 week ago
Bengaluru, Karnataka, India NatWest Group Full time ₹ 20,00,000 - ₹ 25,00,000 per yearJoin 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...
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Machine Learning Engineer
18 hours ago
Bengaluru, Karnataka, India Apple Full time ₹ 20,00,000 - ₹ 25,00,000 per yearImagine 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,...
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Bengaluru, India Tata Consultancy Services Full timeTCS Hiring !! Senior Machine Learning Engineer Role** Senior Machine Learning Engineer Exp - 5-7 Please read Job description before Applying NOTE: If the skills/profile matches and interested, please reply to this email by attaching your latest updated CV and with below few details: Name: Contact Number: Email ID: Highest Qualification in: (Eg....
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Machine Learning Engineer
20 hours ago
Bengaluru, Karnataka, India Catalyst IQ Full time ₹ 12,00,000 - ₹ 36,00,000 per yearDescription : 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...
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Machine Learning Engineer
2 days ago
Bengaluru, India Luxoft Full timeProject descriptionWe are seeking a skilled and domain-expert Machine Learning Engineer to develop and deploy data-driven solutions in the context of Digital Oilfield (DOF) systems. The ideal candidate will have a strong foundation in machine learning, model development, and data analytics, with the ability to apply these skills to subsurface and production...
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Machine Learning Engineer
2 days ago
Bengaluru, India Luxoft Full timeProject descriptionWe are seeking a skilled and domain-expert Machine Learning Engineer to develop and deploy data-driven solutions in the context of Digital Oilfield (DOF) systems. The ideal candidate will have a strong foundation in machine learning, model development, and data analytics, with the ability to apply these skills to subsurface and production...
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Machine Learning Engineer
18 hours ago
Bengaluru, India Luxoft Full timeProject descriptionWe are seeking a skilled and domain-expert Machine Learning Engineer to develop and deploy data-driven solutions in the context of Digital Oilfield (DOF) systems. The ideal candidate will have a strong foundation in machine learning, model development, and data analytics, with the ability to apply these skills to subsurface and production...
