Senior IT Architect - Machine Learning
Description For Senior IT Architect - Machine Learning
Join Medtronic as a Senior IT Architect specializing in Machine Learning at their Global Diabetes Capability Center in Pune. This role offers an exciting opportunity to work at the intersection of healthcare and artificial intelligence, focusing on transforming diabetes management through innovative solutions and technologies.
As a Senior Machine Learning Engineer in the Digital Technology team, you'll be responsible for designing, developing, and implementing machine learning models that solve complex business problems in healthcare. The position requires expertise in production-level code development, distributed computing, and modern ML frameworks, with a special focus on Generative AI applications.
The role offers unique growth opportunities within Medtronic's Diabetes business, which is undergoing strategic transformation to promote future growth and innovation. You'll work with cutting-edge technologies while contributing to meaningful healthcare solutions that directly impact patients' lives.
Key responsibilities include developing and optimizing machine learning models, collaborating with cross-functional teams, and mentoring junior engineers. The ideal candidate will bring 5+ years of industry experience in scalable code development, strong expertise in machine learning, and proven technical leadership abilities.
Medtronic offers a competitive compensation package, including participation in the Medtronic Incentive Plan (MIP), along with comprehensive benefits. As part of a global team of 95,000+ passionate professionals, you'll contribute to Medtronic's mission of alleviating pain, restoring health, and extending life through innovative medical technologies.
This position combines technical excellence with meaningful impact, offering the chance to shape the future of healthcare technology while working for a leading global medical device company. The role provides opportunities for professional growth, innovation, and the satisfaction of contributing to solutions that improve patients' lives worldwide.
Responsibilities For Senior IT Architect - Machine Learning
- Design, develop, and implement machine learning models and algorithms to solve complex business problems
- Use software design principles to develop production ready code
- Collect, preprocess, and analyze large datasets to train and evaluate machine learning models
- Optimize and fine-tune machine learning models for performance and accuracy
- Deploy machine learning models into production environments and monitor their performance
- Develop processes and tools to monitor and analyze model performance and data accuracy
- Collaborate with cross-functional teams to integrate machine learning solutions
- Document and communicate machine learning solutions to stakeholders
- Mentor and provide guidance to junior Machine Learning Engineers
Requirements For Senior IT Architect - Machine Learning
- Bachelor's degree in technical discipline (sciences, technology, engineering, or mathematics)
- 5+ years of industry experience in writing production level, scalable code (e.g. in Python)
- 4+ years of experience with machine learning topics
- 4+ years of experience with distributed computing frameworks like PySpark
- 4+ years of experience with ML frameworks (Keras, Tensorflow, PyTorch, etc.)
- 4+ years of experience with major cloud computing services
- 1+ years of experience in building Generative AI Applications
- Experience in building Agentic AI applications
- 2+ years of technical leadership experience
Benefits For Senior IT Architect - Machine Learning
- Competitive salary
- Flexible benefits package
- Short-term incentive plan (Medtronic Incentive Plan - MIP)
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