Machine Learning Engineer
1 week 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.
-
Machine Learning Engineer
6 days 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...
-
Machine Learning Engineer
6 days 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...
-
Machine Learning Engineer
2 weeks ago
Bengaluru, Karnataka, India Jumio Full time ₹ 12,00,000 - ₹ 36,00,000 per yearRole Purpose: The Machine Learning Engineer III will play a critical role in advancing Jumio's Biometric Verification team's mission to develop and enhance state-of-the-art solutions for liveness detection. This role is essential for ensuring the highest standards of security and user verification through the application of advanced machine learning and...
-
Machine Learning Engineer
2 weeks ago
Bengaluru, Karnataka, India Jumio Full time ₹ 12,00,000 - ₹ 36,00,000 per yearRole Purpose:The Machine Learning Engineer III will play a critical role in advancing Jumio's Biometric Verification team's mission to develop and enhance state-of-the-art solutions for liveness detection. This role is essential for ensuring the highest standards of security and user verification through the application of advanced machine learning and deep...
-
Machine Learning Engineer
6 days ago
Bengaluru, Karnataka, India RBS Full time ₹ 15,00,000 - ₹ 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...
-
Machine Learning Engineer
2 days ago
Bengaluru, Karnataka, India Catalysts HR Full time ₹ 25,00,000 - ₹ 35,00,000 per yearRequired 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...
-
Machine Learning Engineer
2 weeks ago
Bengaluru, Karnataka, India Aqilea (formerly Soltia) Full time ₹ 15,00,000 - ₹ 25,00,000 per yearWe are a consulting company with a bunch of technology-interested and happy people We love technology, we love design and we love quality. Our diversity makes us unique and creates an inclusive and welcoming workplace where each individual is highly valued.With us, each individual is her/himself and respects others for who they are and we believe that when a...
-
Machine Learning Engineer
2 days ago
Bengaluru, Karnataka, India Aziro Full time ₹ 20,00,000 - ₹ 25,00,000 per yearWe are looking for a talented Machine Learning Engineer to design, develop, and deploy scalable machine learning solutions. You will work closely with data scientists, software engineers, and product teams to operationalize ML models and ensure their performance in real-world environments.Key Responsibilities:Design and implement machine learning models for...
-
Machine Learning Engineer
2 days ago
Bengaluru, Karnataka, India Aqilea (formerly Soltia) Full time ₹ 12,00,000 - ₹ 36,00,000 per yearWe are a consulting company with a bunch of technology-interested and happy peopleWe love technology, we love design and we love quality. Our diversity makes us unique and creates an inclusive and welcoming workplace where each individual is highly valued. With us, each individual is her/himself and respects others for who they are and we believe that when...
-
Machine Learning Engineer
1 week ago
Bengaluru, Karnataka, India ad659352-2d3d-4b5d-a4a9-bb0fcd55a421 Full time ₹ 5,00,000 - ₹ 25,00,000 per yearCompany DescriptionWe suggest you enter details here.Role DescriptionThis is a full-time on-site role located in Bengaluru for a Machine Learning Engineer. Responsibilities include designing, building, and optimizing machine learning models, implementing algorithms, conducting data analysis, and applying pattern recognition and neural network methods to...
