11 Sep
|
Microsoft
|
Bengaluru
11 Sep
Microsoft
Bengaluru
Overview
We are seeking a Good Machine Learning Scientist to join our team. This role is designed for someone who has deep technical expertise in machine learning and can provide leadership and strategic direction for building scalable, secure, and robust machine learning models and systems. The right candidate will lead the design, implementation, and operationalization of large-scale machine learning solutions, while also mentoring team members and collaborating with cross-functional teams to deliver impact.
Responsibilities
Key Responsibilities
ML & AI Development
Lead the research, design, and development of advanced machine learning and AI models, ensuring high performance, accuracy, and robustness.
Develop novel algorithms and architectures, optimizing for real-world deployment constraints such as latency, efficiency, and scalability.
Leverage cutting-edge advancements in deep learning, generative AI, reinforcement learning, and large-scale ML systems to push the boundaries of AI innovation.
Scalable Model Deployment & Optimization
Build and deploy ML models at scale,
ensuring seamless integration into production systems with minimal latency and maximum efficiency.
Optimize models for performance and efficiency using techniques such as quantization, pruning, distillation, and hardware acceleration (e.g., GPUs, TPUs, FPGAs).
Drive positive practices for A/B testing, model evaluation, and hyperparameter tuning to continuously improve model performance.
ML Architecture & Automation
Design and implement scalable ML architectures that support real-time inference, batch processing, and hybrid AI workflows.
Develop robust pipelines for data preprocessing, feature engineering, model training, and deployment, ensuring high-quality input data and reproducibility.
Ensure efficient retraining and model versioning, enabling rapid experimentation and continuous learning in production environments.
AI Model Governance, Security & Compliance
Ensure all ML models adhere to sec
📌 Senior Data Scientist (Bengaluru)
🏢 Microsoft
📍 Bengaluru