Senior Data Science Engineer at Medtronic

Pune, Maharashtra, India

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Not SpecifiedCompensation

Senior (5 to 8 years)Experience Level

Full TimeJob Type

UnknownVisa

Healthcare, Medical TechnologyIndustries

Requirements

Bachelor’s degree from an accredited institution in Data Science, Statistics, Computer Science, or a related quantitative field
5+ years of industry experience applying data science, AI, and advanced analytics to real-world business problems
5+ years of experience and strong proficiency in Python and popular data science ecosystem such as Spark MLlib, Keras, PyTorch, HuggingFace Transformers, scikit-learn, spacy, etc
5+ years of experience and strong proficiency with SQL and data manipulation in various database environments
Solid understanding of diverse machine learning algorithms: regression, classification, clustering, time series, NLP, deep learning
3+ years of experience with big data technologies (Spark, Hadoop) and cloud platforms (AWS, Azure, or GCP)
1+ years of experience in utilizing GenAI techniques such as LLMs for complex business problems. Familiar with prompt engineering and optimization techniques for generative AI models
Solid knowledge of software engineering best practices

Responsibilities

Design, develop, and implement statistical models, machine learning/deep learning algorithms and AI techniques to solve complex business problems and drive commercial excellence (e.g.: sales data, patient data, CRM data, etc.)
Translate model results into actionable insights to support business objectives
Collaborate closely with internal cross-functional teams (e.g.: Finance, Marketing, IT, Sales, etc.) to understand business problems and ensure deliverables are highly aligned with commercial requirements
Document and communicate solutions to both technical and non-technical stakeholders
Optimize and fine-tune machine learning/LLM models for performance and accuracy
Use software design principles to develop production ready code and deploy in production environments
Keep tracking and continuously monitor model performance
Stay up to date with the latest advancements in data science
Evaluate new technologies that have opportunities to bring new values to the company and apply to projects
Mentor and guide other junior data scientists

Skills

Data Science

Machine Learning

Deep Learning

Statistical Modeling

Medtronic

Develops and manufactures medical devices and therapies

About Medtronic

Medtronic provides medical technology, services, and solutions to improve patient care. The company develops a variety of medical devices, including pacemakers, insulin pumps, surgical tools, and neurostimulation devices, which help diagnose, prevent, and treat chronic diseases. These products are used by hospitals, clinics, and healthcare professionals around the world. Medtronic stands out from competitors by investing significantly in research and development to create new products and offering additional services like training and patient management programs. The goal of Medtronic is to enhance patient outcomes and lower healthcare costs through its comprehensive range of medical solutions.

Fridley, MinnesotaHeadquarters

1949Year Founded

$3.2MTotal Funding

IPOCompany Stage

Biotechnology, HealthcareIndustries

10,001+Employees