Senior Machine Learning Engineer
Description For Senior Machine Learning Engineer
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. You'll work on developing and implementing machine learning models, collaborating with data scientists and stakeholders to create impactful solutions. The position requires expertise in production-level code development, machine learning frameworks, and cloud computing services. As a senior engineer, you'll also mentor junior team members and lead technical initiatives. Medtronic offers a competitive compensation package and the chance to work on meaningful healthcare technology that improves patients' lives. The company's mission to alleviate pain, restore health, and extend life drives its 95,000+ passionate employees worldwide. This position is particularly interesting as it sits at the intersection of healthcare innovation and cutting-edge AI technology, offering the opportunity to work on solutions that directly impact diabetes management and patient care. The role combines technical leadership with hands-on development, making it ideal for experienced machine learning engineers looking to make a difference in healthcare technology.
Responsibilities For Senior Machine Learning Engineer
- 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
- Stay up to date with the latest advancements in machine learning
- Collaborate with cross-functional teams to integrate machine learning solutions
- Document and communicate machine learning solutions
- Mentor and provide guidance to junior Machine Learning Engineers
Requirements For Senior Machine Learning Engineer
- 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 industry experience with distributed computing frameworks like PySpark
- 4+ years of industry experience with ML frameworks (Spark MLlib, Keras, Tensorflow, PyTorch)
- 4+ years of industry experience with major cloud computing services
- 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 Machine Learning Engineer
- Competitive salary
- Flexible benefits package
- Short-term incentive (Medtronic Incentive Plan)
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