Job Information
Microsoft Corporation Senior Machine Learning Engineer in Bangalore, India
Within AI Platform, the Azure ML team enables data scientists and developers to quickly and easily build, train, deploy, manage, and consume machine learning models.
Responsibilities
As a (Senior) Machine Learning Engineer in our team, you will:
Collaborate with researchers and data scientists to design sophisticated machine learning models
Implement and fine-tune neural network architectures, including transformer-based models
Optimize model performance, scalability, and efficiency
Conduct experiments to evaluate model performance, robustness, and generalization
Explore novel techniques and approaches to enhance model capabilities
Stay up to date with the latest advancements in Computer Vision, Multimodal, deep learning, and AI research
Work with large-scale datasets, preprocess them, and create appropriate data representations
Select relevant features and ensure data quality for training and evaluation
Collaborate with cross-functional teams, including researchers, software engineers, and product managers
Communicate technical findings and insights effectively
Deploy trained models in production environments
Monitor model performance, troubleshoot issues, and iterate on improvements
Qualifications
Required Qualifications -
Total 8+ years of relevant experience
Depth in Data Science, Generative AI and Engineering
Background in machine learning, deep learning, computer vision and multimodal learning
Proficiency in Python and relevant ML libraries (e.g., TensorFlow, PyTorch) to develop production-grade quality product
Experience with distributed systems design and implementation
Proficiency in Agile development practices and Continuous Integration/Continuous Deployment (CI/CD)
Experience with vision models, diffuser models, multimodal models. Some examples are ViT, DeiT, BEiT, DINO, DINOv2, SAM, Stable diffusion, CLIP, BLIP, LLaVA etc.
Excellent problem-solving skills and the ability to work independently and collaboratively
Good understanding of statistics, linear algebra, and probability theory
Familiarity with cloud platforms (e.g., Azure, AWS, GCP) and distributed computing
Preferred Qualifications -
Preferred training & fine-tuning experience on large data
Preferred experience with audio, NLP algorithms
#AIPlatformHiring
Microsoft is an equal opportunity employer. Consistent with applicable law, all qualified applicants will receive consideration for employment without regard to age, ancestry, citizenship, color, family or medical care leave, gender identity or expression, genetic information, immigration status, marital status, medical condition, national origin, physical or mental disability, political affiliation, protected veteran or military status, race, ethnicity, religion, sex (including pregnancy), sexual orientation, or any other characteristic protected by applicable local laws, regulations and ordinances. If you need assistance and/or a reasonable accommodation due to a disability during the application process, read more about requesting accommodations (https://careers.microsoft.com/v2/global/en/accessibility.html) .
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