Senior Machine Learning 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 DevicesIndustries

Requirements

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

Responsibilities

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

Skills

Machine Learning

Algorithms

Data Preprocessing

Data Analysis

Model Training

Model Evaluation

Model Optimization

Model Deployment

MLOps

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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