Senior IT Architect - Machine Learning
Description For Senior IT Architect - Machine Learning
Join Medtronic's Global Diabetes Capability Center in Pune as a Senior Machine Learning Engineer in the Digital Technology team. This role offers an exciting opportunity to transform diabetes management through innovative solutions and technologies. As part of a global healthcare technology leader with 95,000+ employees, you'll work on developing and implementing machine learning solutions that directly impact patient care.
The position involves designing and deploying ML models, working with large datasets, and collaborating with cross-functional teams. You'll be at the forefront of applying cutting-edge AI technologies, including Generative AI and Agentic AI applications, to solve complex healthcare challenges. The role offers significant technical leadership opportunities, including mentoring junior engineers.
Medtronic has announced plans to separate its Diabetes division to promote future growth and innovation. This presents a unique opportunity to be part of a transformative period in the company's evolution. The role combines technical expertise in machine learning with real-world healthcare applications, making it ideal for someone passionate about using technology to improve patient outcomes.
The company offers comprehensive benefits, including competitive compensation, flexible benefits, and participation in the Medtronic Incentive Plan. You'll be part of a mission-driven organization focused on alleviating pain, restoring health, and extending life through technological innovation. The work environment promotes diversity, continuous learning, and professional growth, with access to state-of-the-art facilities and resources.
Responsibilities For Senior IT Architect - Machine Learning
- Design, develop, and implement machine learning models and algorithms
- Develop production ready code using software design principles
- Collect, preprocess, and analyze large datasets
- Optimize and fine-tune machine learning models
- Deploy machine learning models into production environments
- Develop monitoring tools for model performance
- Collaborate with cross-functional teams
- Document and communicate solutions
- Mentor junior Machine Learning Engineers
Requirements For Senior IT Architect - Machine Learning
- Bachelor's degree in technical discipline (sciences, technology, engineering, or mathematics)
- 5+ years experience in writing production level, scalable code (Python)
- 4+ years experience with machine learning topics
- 4+ years experience with distributed computing frameworks like PySpark
- 4+ years experience with ML frameworks (Keras, Tensorflow, PyTorch, etc.)
- 4+ years experience with cloud computing services (AWS/Azure/GCP)
- 1+ years experience in building Generative AI Applications
- Experience in building Agentic AI applications
- 2+ years technical leadership experience
Benefits For Senior IT Architect - Machine Learning
- Competitive Salary
- Flexible Benefits Package
- Short-term incentive (Medtronic Incentive Plan)
- Career development opportunities
- Global team environment
