Senior Machine Learning Engineer(Looking from Product based companies)

2 weeks ago

Pune, Maharashtra, India Medtronic Full time ₹ 20,00,000 - ₹ 25,00,000 per year

Our Global Diabetes Capability Center in Pune is expanding to serve more people living with diabetes globally. Our state-of-the-art facility is dedicated to transforming diabetes management through innovative solutions and technologies that reduce the burden of living with diabetes.

In this role as a Senior Machine Learning Engineer in the Digital Technology team, you will collaborate with data scientists and stakeholders to understand business requirements and translate them into machine learning solutions.

This role offers a dynamic opportunity to join Medtronic's Diabetes business. Medtronic has announced its intention to separate the Diabetes division to promote future growth and innovation within the business and reallocate investments and resources across Medtronic, subject to applicable information and consultation requirements. While you will start your employment with Medtronic, upon establishment of SpinCo or the transition of the Diabetes business to another company, your employment may transfer to either SpinCo or the other company, at Medtronic's discretion and subject to any applicable information and consultation requirements in your jurisdiction.

Responsibilities may include the following and other duties may be assigned:

  • 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 and apply them to improve existing models and algorithms.
  • Collaborate with cross-functional teams to integrate machine learning solutions into existing systems and workflows.
  • Document and communicate machine learning solutions, methodologies, and results to technical and non-technical stakeholders.
  • Mentor and provide guidance to junior Machine Learning Engineers.

Required Knowledge and Experience:

  • Bachelors degree from an accredited institution in a technical discipline such as the 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 one or more of the following machine learning topics: classification, clustering, optimization, recommendation system, deep learning
  • 4+ years of industry experience with distributed computing frameworks such as Pyspark
  • 4+ years of industry experience with popular ml frameworks such as Spark MLlib, Keras, Tensorflow, PyTorch, HuggingFace Transformers and other libraries (like scikit-learn, spacy, genism etc.).
  • 4+ years of industry experience with major cloud computing services like AWS or Azure or GCP
  • 1+ years of experience in building and scaling Generative AI Applications, specifically around frameworks like Langchain, PGVector, Pinecone, Bedrock.
  • Experience in building Agentic AI applications.
  • 2+ years of technical leadership leading junior engineers in a product development setting.

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