Senior GenAI Data Scientist
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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 Senior Gen AI Data this role as a Senior Gen AI Data Scientist in the Transformation team you will collaborate with data scientists and stakeholders to understand business requirements and translate them into machine learning and generative AI solutions.
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
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 Gen AI Data Scientists.
Required Knowledge and Experience:
- Strong understanding of ML algorithms and techniques: supervised unsupervised learning deep learning. Deep knowledge in NLP Computer Vision and GenAI including architectures like Transformers BERT GPT.
- 7 years of industry experience in writing production level scalable code (e.g. in Python)
- 7 years of industry experience with popular ML frameworks such as PyTorch Scikit-learn NLTK HuggingFace Transformers and others (e.g. Langchain Lang Graph).
- 5 years of industry experience with distributed computing frameworks such as PySpark.
- 5 years of experience with full-stack web development (using either Python backend React frontend or AI builders like ).
- 5 years of experience in building and scaling Generative AI applications vector DB Agentic and RAG applications.
- Experience in deploying monitoring finetuning evaluating LLM/VLM models and building AI agents.
- 5 years of industry experience with major cloud computing services like AWS or Azure or GCP.
- Bachelors or Masters degree in a quantitative field: Computer Science Engineering Statistics Mathematics or related field.
Preferred Qualifications:
- Ph.D. in Computer Science Software Engineering Electrical Engineering or related fields.
- Proficient in containerization services.
- Proficient in Bedrock or Databricks ML to deploy the models.
- Experience with orchestration tools and CICD framework.
- Experience in deploying and scaling open source LLM Models.
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
- Laboratory Experience
- Mammalian Cell Culture
- Biochemistry
- Assays
- Protein Purification
- Research Experience
- Next Generation Sequencing
- Research & Development
- cGMP
- Cell Culture
- Molecular Biology
- Flow Cytometry
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
