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Medtronic
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Senior Machine Learning Engineer

Senior Machine Learning Engineer

Medtronic

5 years

0 Lacs

pune maharashtra india

Posted:2 months ago| Platform:

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Skills Required

learning management technology data design algorithms software preprocess analyze model engineering writing code clustering optimization ml spark mllib keras tensorflow pytorch aws azure scaling ai leadership development electrical containerization sagemaker

Work Mode

On-site

Job Type

Full Time

Job Description

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.

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:

Bachelor’s 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

Preferred Qualifications:

MS or Ph.D. in Computer Science, Software Engineering, Electrical Engineering, or related fields.
Proficient in containerization services
Proficient in Sagemaker to deploy the models
Experience with working in CICD framework
Experience in deploying and scaling Open source LLM Models.

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Senior Machine Learning Engineer