Senior IT Architect - Machine Learning
Description For Senior IT Architect - Machine Learning
Join Medtronic, one of the world's leading healthcare technology companies, 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, developing innovative solutions that directly impact patient care.
As a Senior Machine Learning Engineer in the Digital Technology team, you'll be responsible for designing, developing, and implementing sophisticated machine learning models and algorithms to address complex healthcare challenges. You'll work with cutting-edge technologies including distributed computing frameworks, modern ML frameworks, and cloud computing services, while collaborating with data scientists and stakeholders to translate business requirements into effective machine learning solutions.
The position requires expertise in production-level code development, deep learning, and experience with frameworks such as PySpark, TensorFlow, and PyTorch. You'll also have the opportunity to work with emerging technologies in Generative AI and Agentic AI applications. The role includes technical leadership responsibilities, where you'll mentor junior engineers and guide the development of ML solutions.
Medtronic offers a comprehensive benefits package including competitive salary, flexible benefits, and participation in the Medtronic Incentive Plan (MIP). The company's mission focuses on alleviating pain, restoring health, and extending life through innovative medical solutions. With a global team of over 95,000 people, you'll be part of an organization that values diversity, inclusion, and continuous learning.
This position is particularly exciting as it's part of Medtronic's Diabetes business, which is undergoing strategic changes to promote future growth and innovation. The role offers the unique opportunity to contribute to transformative healthcare solutions while building a rewarding career in a company known for its commitment to improving patient outcomes 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: classification, clustering, optimization, recommendation system, deep learning
- 4+ years of industry experience with distributed computing frameworks like PySpark
- 4+ years of experience with ML frameworks (Spark MLlib, Keras, Tensorflow, PyTorch, HuggingFace)
- 4+ years of experience with major cloud computing services (AWS/Azure/GCP)
- 1+ years of experience in building and scaling Generative AI Applications
- Experience in building Agentic AI applications
- 2+ years of technical leadership leading junior engineers
Benefits For Senior IT Architect - Machine Learning
- Competitive salary
- Flexible benefits package
- Short-term incentive plan (Medtronic Incentive Plan)
- Career development opportunities
- Global work environment
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