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, where you'll be at the forefront of transforming diabetes management through innovative solutions. This role combines cutting-edge machine learning development with meaningful healthcare impact, focusing on reducing the burden of living with diabetes globally.
As a Senior IT Architect specializing in Machine Learning, you'll work within the Digital Technology team, collaborating with data scientists and stakeholders to translate business requirements into sophisticated machine learning solutions. The position requires expertise in production-level code development, distributed computing, and modern ML frameworks, including experience with Generative AI and Agentic AI applications.
The role offers a unique opportunity as Medtronic plans to separate its Diabetes division to foster innovation and growth. You'll be part of a global healthcare technology leader with over 95,000 passionate employees worldwide, working towards the mission of alleviating pain, restoring health, and extending life.
Key responsibilities include designing and implementing ML models, optimizing algorithms, managing production deployments, and mentoring junior engineers. The ideal candidate will have 5+ years of industry experience in scalable code development, strong expertise in machine learning frameworks, and proven experience with cloud computing services.
Medtronic offers a competitive compensation package, including a short-term incentive plan (MIP), and values employee contributions through comprehensive benefits. The company maintains a strong commitment to diversity, equality, and innovation, making it an ideal environment for professionals looking to make a significant impact in healthcare technology while advancing their careers.
Responsibilities For Senior IT Architect - Machine Learning
- Design, develop, and implement machine learning models and algorithms
- Use software design principles to develop production ready code
- 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
- Stay up to date with ML advancements
- Collaborate with cross-functional teams
- Document and communicate ML 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 in machine learning topics
- 4+ years experience with distributed computing frameworks (PySpark)
- 4+ years experience with ML frameworks (Spark MLlib, Keras, Tensorflow, PyTorch)
- 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 of technical leadership
Benefits For Senior IT Architect - Machine Learning
- Competitive salary
- Flexible benefits package
- Short-term incentive plan (MIP)
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