Senior Data Science Engineer
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Job Location:
Monthly Salary:
Posted on:
30+ days ago
Vacancies:
1 Vacancy
Job Summary
At Medtronic you can begin a life-long career of exploration and innovation while helping champion healthcare access and equity for all. Youll lead with purpose breaking down barriers to innovation in a more connected compassionate world.
A Day in the Life
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. Were a mission-driven leader in medical technology and solutions with a legacy of integrity and innovation join our new Minimed India Hub as a Sr. Data Scientist. We are seeking a highly motivated and talented data scientist to join the Transformation team. This pivotal role is crucial for driving innovation and transforming our commercial operations by leveraging cutting-edge data science and artificial intelligence (AI) techniques.This role offers a dynamic opportunity to join Medtronics 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 Medtronics discretion and subject to any applicable information and consultation requirements in your jurisdiction.
Job Responsibilities may include the following and other duties may be assigned:
- Model Design & Development
- 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.
- Cross-functional Collaboration
- 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.
- Model Evaluation & Deployment & Monitoring
- 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.
- Continuous Innovation
- 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.
Required Knowledge and Experience:
- Bachelors degree from an accredited institution in Data Science Statistics Computer Science or a related quantitative field.
- 5 years of industry experience of applying data science AI and advanced analytics to real-world business problems.
- 5years of experience and strong proficiency in Python and popular data science ecosystem such as Spark MLlib Keras PyTorch HuggingFace Transformers scikit-learn spacy etc..
- 5years 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 (version control CI/CD code reviews)
Preferred Qualifications:
- Masters degree or PhD in Data Science Machine Learning Statistics Computer Science or related quantitative field
- Industry Experience with MLOps practices and tools for model deployment monitoring and maintenance in production environments
- Demonstrated expertise in fine-tuning and deploying large language models (LLMs) for enterprise applications
- Proficient with vector databases and retrieval-augmented generation (RAG) techniques for enhancing LLM performance
- Proficient with containerization technologies (Docker Kubernetes) for scalable ML solutions
- Track record of leading cross-functional data science projects that delivered measurable business impact
- Contributions to open-source projects research publications or patents in relevant fields
- Experience mentoring junior data scientists and providing technical leadership
- Knowledge of data privacy/security best practices and relevant regulations (GDPR CCPA etc.)
Physical Job Requirements
The above statements are intended to describe the general nature and level of work being performed by employees assigned to this position but they are not an exhaustive list of all the required responsibilities and skills of this position.
Benefits & Compensation
Medtronic offers a competitive Salary and flexible Benefits Package
A commitment to our employees lives at the core of our values. We recognize their contributions. They share in the success they help to create. We offer a wide range of benefits resources and competitive compensation plans designed to support you at every career and life stage.
About Medtronic
We lead global healthcare technology and boldly attack the most challenging health problems facing humanity by searching out and finding solutions.
Our Mission to alleviate pain restore health and extend life unites a global team of 95000 passionate people.
We are engineers at heart putting ambitious ideas to work to generate real solutions for real people. From the R&D lab to the factory floor to the conference room every one of us experiments creates builds improves and solves. We have the talent diverse perspectives and guts to engineer the extraordinary.
Learn more about our business mission and our commitment to diversity here
Required Experience:
Senior IC
Key Skills
- Apache Hive
- S3
- Hadoop
- Redshift
- Spark
- AWS
- Apache Pig
- NoSQL
- Big Data
- Data Warehouse
- Kafka
- Scala
About Company
About Medtronic Together, we can change healthcare worldwide. At Medtronic, we push the limits of what technology can do to help alleviate pain, restore health and extend life. We challenge ourselves and each other to make tomorrow better than yesterday. It is what makes this an excit ... View more
