1+ months

Senior AI/Machine Learning Engineer

Medtronic
Minneapolis, MN 55405
Senior AI/Machine Learning Engineer

Location:

Mounds View, Minnesota, United States

Requisition #:

19000MA8

Post Date:

Nov 08, 2019


**Senior AI/Machine Learning Engineer**


**Careers That Change Lives**


Change begins with you. We look for bold ideas and fresh insights that's what drives innovation. Come drive the future of healthcare with us.


The Cardiac and Vascular Group brings all of our cardiac and vascular businesses together into one cross-functional, collaborative operating unit to employ the full breadth of our talent, technologies, products, services, and solutions to address the needs of customers and patients across the globe.


Medtronics ML engineers develop the next-generation technologies that revolutionize the care of millions of patients worldwide. Our products range from complex cloud-based information processing at massive scale to efficient algorithms controlling the real-time operation of implanted devices. We're looking for engineers who bring fresh ideas from all areas, including artificial intelligence, computer vision, signal processing, natural language processing, information retrieval, distributed computing, UI design and mobile. As a ML engineer, you will work on multiple projects critical to the needs of Medtronics Cardiac Rhythm and Heart Failure division. Our engineers need to be versatile, display leadership qualities and be enthusiastic to take on new problems across the full-stack as we continue to push technology forward.


**Day in the life:**


+ Design, build, train and test Machine Learning models

+ Work closely with Project Managers, Research Scientists, and fellow ML Engineers to frame Machine Learning problems within the business context

+ Analyze experimental and observational data, communicate findings, and facilitate product design decisions


**Responsibilities may include the following and other duties may be assigned.**


+ In new product design roles: develops and programs integrated software algorithms to structure, analyze and leverage data in product and systems applications in both structured and unstructured environments.

+ Develops and communicates descriptive, diagnostic, predictive and prescriptive insights/algorithms.

+ In product/systems improvement projects: uses machine language and statistical modeling techniques such as decision trees, logistic regression, Bayesian analysis and others to develop and evaluate algorithms to improve product/system performance, quality, data management and accuracy.

+ In both theoretical development environments and specific product design, implementation and improvement environments, uses current programming language and technologies to translate algorithms and technical specifications into code.

+ Completes programming and implements efficiencies, performs testing and debugging.

+ Completes documentation and procedures for installation and maintenance.

+ Applies deep learning technologies to give computers the capability to visualize, learn and respond to complex situations.

+ Adapts machine learning to areas such as virtual reality, augmented reality, artificial intelligence, robotics and other products that allow users to have an interactive experience.

+ Can work with large scale computing frameworks, data analysis systems and modeling environments.


**Must Have: Minimum Requirements**


Bachelors degree in Computer Science, Statistics, Biomedical Engineering or other technical discipline


4+ years of relevant experience, or advanced degree with a minimum of25 years of relevant experience


**Nice to Have**


M.S. or Ph.D. in Computer Science, Statistics, Biomedical Engineering or related technical field


5+ years (or Ph.D. with 2+ years) of industry or research experience developing ML models


Experience with vision processing, deep neural networks, Gaussian processes, and reinforcement learning


Deep knowledge of ML libraries like scikit-learn, Tensorflow, PyTorch, Keras, etc.


A solid understanding of both probability and statistics


A firm understanding of mathematics (including the role of algorithm theory in machine learning and complex algorithms that are needed to help machines learn and communicate)


Advanced knowledge of engineering


Strong analytical skills


Linux SysAdmin skills


Extensive knowledge of machine learning evaluation metrics and best practices


Proven ability to quickly and effectively turn research ML papers into working code


Practical knowledge of how to build efficient end-to-end ML workflows


Self-driven with the ability to deliver on ambiguous projects with incomplete or dirty data


Ability to handle multiple tasks, prioritize and meet deadlines


Strong oral and written interpersonal skills


Experience with multiple scripting languages (Python, R, MATLAB, etc.)


Experience analyzing biomedical and big data


Experience in cross platform Linux/Windows and shell scripting bash/PowerShell


Publication record in machine learning, biomedical data analysis, or a related field.


**About Medtronic**


Together, we can change healthcare worldwide. At Medtronic, we push the limits of what technology, therapies and services 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 exciting and rewarding place to be.


We want to accelerate and advance our ability to create meaningful innovations - but we will only succeed with the right people on our team. Lets work together to address universal healthcare needs and improve patients lives. Help us shape the future.


**Physical Job Requirements**


The physical demands described within the Responsibilities section of this job description are representative of those that must be met by an employee to successfully perform the essential functions of this job. Reasonable accommodations may be made to enable individuals with disabilities to perform the essential functions. For Office Roles: While performing the duties of this job, the employee is regularly required to be independently mobile. The employee is also required to interact with a computer, and communicate with peers and co-workers. Contact your manager or local HR to understand the Work Conditions and Physical requirements that may be specific to each role. (ADA-United States of America)
It is the policy of Medtronic to provide equal employment opportunity (EEO) to all persons regardless of age, color, national origin, citizenship status, physical or mental disability, race, religion, creed, gender, sex, sexual orientation, gender identity and/or expression, genetic information, marital status, status with regard to public assistance, veteran status, or any other characteristic protected by federal, state or local law. In addition, Medtronic will provide reasonable accommodations for qualified individuals with disabilities.

Categories

Posted: 2019-11-12 Expires: 2020-02-16

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Senior AI/Machine Learning Engineer

Medtronic
Minneapolis, MN 55405

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