Senior AI/Data Science Engineer at Medtronic

Hyderabad, Telangana, India

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Not SpecifiedCompensation

Senior (5 to 8 years)Experience Level

Full TimeJob Type

UnknownVisa

Healthcare, Medical DevicesIndustries

Requirements

8+ years of experience in AI, data science, or machine learning, with at least 5+ years focused on generative AI
Strong expertise in open-source generative AI models, including but not limited to GPT, LLaMA, T5, BERT, and MedBERT, and experience fine-tuning these models for domain-specific applications
Proficiency in Retrieval-Augmented Generation (RAG) and integrating generative AI with knowledge graphs, structured data, or enterprise databases and Microsoft Copilot Studio
Deep understanding of transformer-based architectures and their applications in text generation, summarization, and knowledge extraction
Proficiency in Python and machine learning frameworks such as TensorFlow, PyTorch, or Hugging Face
Experience building pipelines for preprocessing and managing large-scale text datasets
Strong problem-solving skills and ability to translate business needs into data-driven solutions
Excellent communication and collaboration skills to deliver impactful AI solutions across interdisciplinary teams
Bachelor’s / Master’s of Engineering in Computer Science, Statistics, Mathematics, or a related technical field
8+ years of professional experience in data science or AI, with significant contributions to projects involving generative AI

Responsibilities

Collaborate with cross-functional teams, including clinicians, engineers, and product managers, to identify opportunities for applying generative AI to solve complex problems in healthcare and medical device applications
Develop and fine-tune generative AI models, including LLMs (LLaMA, GPT, T5, BERT, MedBERT) and other transformer-based architectures, for applications such as summarization, entity extraction, or knowledge generation
Apply Retrieval-Augmented Generation (RAG) techniques to combine generative AI with structured and unstructured knowledge bases for clinical decision support and operational insights
Design and implement pipelines for preprocessing diverse data sources (e.g., clinical notes, EHRs, sensor data) to prepare high-quality datasets for generative AI model training and evaluation
Research and apply domain-specific adaptations of generative AI models, ensuring solutions meet clinical, operational, and business needs
Stay current with the latest advancements in open-source generative AI models and frameworks, ensuring integration of cutting-edge techniques into healthcare-focused solutions
Develop scalable and secure deployment strategies for generative AI applications using cloud platforms (AWS, Azure, or GCP)
Conduct exploratory data analysis (EDA) to validate data quality and assess suitability for generative model applications
Document methodologies, experimental results, and recommendations to align with regulatory and organizational standards
Mentor and guide junior data scientists, fostering expertise in generative AI techniques and healthcare applications

Skills

Generative AI

LLMs

LLaMA

GPT

BERT

MedBERT

RAG

Transformers

EHRs

Clinical Notes

Sensor Data

Data Pipelines

Cloud Platforms

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

Benefits

Health Insurance

Dental Insurance

Vision Insurance

Life Insurance

Disability Insurance

Health Savings Account/Flexible Spending Account

Unlimited Paid Time Off

Paid Vacation

Paid Sick Leave

Paid Holidays

401(k) Retirement Plan

401(k) Company Match

Employee Stock Purchase Plan

Employee Assistance Program

Wellness Program

Risks

Emerging competitors like Fire1 threaten Medtronic's heart failure management market share.

Spine biologics market growth may attract new entrants, increasing competition for Medtronic.

Recent IPOs in medtech indicate rising competition, challenging Medtronic's market position.

Differentiation

Medtronic's diverse product range spans cardiovascular, diabetes, neurological, and surgical technologies.

The company invests heavily in R&D to drive innovation in medical devices.

Medtronic offers comprehensive services, including training and technical support, enhancing product value.

Upsides

Exclusive deal with Kuros enhances Medtronic's orthopedic portfolio and market share.

Growing spine biologics market offers expansion opportunities in spinal fusion and regenerative medicine.

Balloon catheters market growth aligns with Medtronic's recent product launches, boosting cardiovascular presence.

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