Machine Learning Engineer
2 weeks 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
1 week ago
bangalore, India Spydra Full timeJob Summary: We are seeking a talented and motivated Machine Learning Engineer to join our team. The ideal candidate will have a strong background in machine learning algorithms, data analysis, and software development. You will be responsible for designing, developing, and deploying machine learning models and systems that drive our products and...
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Machine Learning Engineer
4 days ago
bangalore, India FxConsulting Full timeWe are hiring for the position of Senior Machine Learning Engineer for a leading E-commerce organization based in Bangalore.Experience: 4–6 yearsIf you have strong expertise in Machine Learning, Time Series Forecasting, Deep Learning, and LLMs, we would love to connect with you!What would you be doing/ Expected from this role?• Collaborate with...
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Machine Learning Engineer
1 week ago
Bangalore, India Animaker Inc. Full timeMachine Learning Engineer Job Description Job Title: Machine Learning Engineer – Creative Video Solutions Experience - 3+ Years Job Description: We are seeking a Machine Learning Engineer with a creative mindset and technical expertise to join our R&D team. This role bridges the gap between cutting-edge AI advancements and creative video solutions. The...
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Machine Learning Engineer
7 days ago
bangalore, India Animaker Inc. Full timeMachine Learning Engineer Job Description Job Title: Machine Learning Engineer – Creative Video Solutions Experience - 3+ Years Job Description: We are seeking a Machine Learning Engineer with a creative mindset and technical expertise to join our R&D team. This role bridges the gap between cutting-edge AI advancements and creative video solutions. The...
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Machine Learning Engineer
3 days ago
Bangalore, India FxConsulting Full timeWe are hiring for the position of Senior Machine Learning Engineer for a leading E-commerce organization based in Bangalore . Experience: 4–6 years If you have strong expertise in Machine Learning, Time Series Forecasting, Deep Learning , and LLMs , we would love to connect with you! What would you be doing/ Expected from this role? • Collaborate with...
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Machine Learning Engineer
4 days ago
bangalore, India Aqilea (formerly Soltia) Full timeWe 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 a...
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Machine Learning Engineer
2 weeks ago
bangalore, India V3 Staffing Full timeWe are hiring passionate Machine Learning Engineers and ML Leads for one of our product-based clients , driving innovation in AI, data engineering, and MLOps. If you have hands-on experience in ML model development, cloud platforms, and Generative AI tools , this opportunity is for you. Responsibilities: Build and maintain scalable data & ML pipelines using...
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Bangalore, 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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bangalore, 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
3 days ago
Bangalore, India Aqilea (formerly Soltia) Full timeWe 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...
