Sr. AI/Data Science Engineer

4 weeks ago


Minneapolis, United States CareerBuilder Full time

Position Description:
Sr. AI/Data Science Engineer for Medtronic, Inc. at its facility in Minneapolis, MN. Designs and develops analytics & data science algorithms that support diabetes applications to improve user experience, clinical outcomes and simplifying diabetes management. Engage in statistical and exploratory analysis of datasets such as time series data collected from medical devices (e.g. insulin pumps and glucose sensors) and smart wearable devices, alongside patient contextual data, and use the insights to build robust classification and prediction models geared toward diabetes management products using signal processing, advanced artificial intelligence, machine learning algorithms, and/or physiological modeling. Develop, optimize, and validate classification and prediction models using advanced statistical modelling, machine learning techniques (including Random Forests, AdaBoost, etc.), artificial intelligence technologies including Neural Network, CNN, LSTM (including TensorFlow, Keras, or PyTorch) and data science tools (including NumPy, Pandas, Scikit-learn, SciPy, Anaconda) in the Python ecosystem. Develop and validate physiological models by using mathematical and statistical optimization, numerical methods, and parameter estimation techniques. Develop robust and scalable algorithms for diabetes/disease management in Python and/or MATLAB. Drive novel applications of machine learning or physiological modeling to time series data from wearable devices such as glucose sensors, insulin pumps and activity trackers. Apply principles of dynamical systems to uncover characteristics and behaviors of patients from their biological signals. Evaluate algorithms against test data based on various metrics including accuracy, recall, precision, other relevant statistical metrics. able to access and work with large cloud databases. Write, maintain and peer-review pre-production level code on code repositories and versioning systems such as Git or SVN. Prepare prototypes of software and/or algorithms for deployment, including engineering reports, specifications, requirements, and summary of key results following regulatory considerations. Navigate the complexities of the medical device environment including FDA regulations and ISO 13485. *Position is open to telecommuting from anywhere in the United States. #LI-DNI

Basic Qualifications:
Requires a Masters degree in Computer Science, Electrical and Computer Engineering, Applied Mathematics, Software Engineering, or a closely related field, and 2 years of experience as a data engineer, data scientist, software engineer, or related occupation, or a Bachelors degree in Computer Science, Electrical and Computer Engineering, Applied Mathematics, Software Engineering, or a closely related field, and 5 years of experience as a data engineer, data scientist, software engineer, or related occupation.

Must possess a minimum of 2 years of experience with each of the following: Machine learning and deep learning; Physiological and mathematical modeling with statistical optimization; Sensor-based biomarker development on wearable devices; Digital signal processing, signal separation and reconstruction; Algorithm and software development using MATLAB and Python; Working with large data sources using structured (SQL) databases; Documentation for regulatory and FDA submission of algorithms; and Algorithm code development using such repositories as SVN.

Additional Information

Posting Date: Feb 20, 2024
Travel: No
Salary Min: 129,200
Salary Max: 193,200

#J-18808-Ljbffr



  • Minneapolis, United States SURESCRIPTS-RXHUB Full time

    Surescripts serves the nation through simpler, trusted health intelligence sharing, in order to increase patient safety, lower costs and ensure quality care. We deliver insights at critical points of care for better decisions - from streamlining prior authorizations to delivering comprehensive medication histories to facilitating messages between providers....


  • Minneapolis, United States Deloitte Full time

    Position Summary Data Science Senior Consultant Data Science and Analytics Craft, Experience Agency Do you enjoy exploring datasets? Are you passionate about helping people make sense of terabytes of data? If so, Deloitte Digital’s Data Science and Analytics Craft is seeking creative minds and persistent problem solvers to build and support...


  • Minneapolis, Minnesota, United States Jamf Full time

    At Jamf, people are at the core of everything we do. We do what's right for our customers, our employees, our communities and our world. We take pride in simplifying technology for tens of thousands of customers around the globe and helping organizations succeed with Apple.Jamf offers remote and hybrid positions. Depending upon the role, work in the office,...


  • Minneapolis, United States TLC Millimeter Wave Products, Inc. Full time

    Job Title: AI Developer Internship - Summer of 2024 Location: Minneapolis, MN Type: Internship Duration: 10-16 weeks Our Company Overview: Guardian School Security Systems is a leading provider of intelligent security solutions dedicated to safeguarding America's schools. With a focus on cutting-edge technology and a commitment to safety, we strive to create...


  • Minneapolis, United States TLC Millimeter Wave Products, Inc. Full time

    Job DescriptionJob DescriptionBenefits:401(k)401(k) matchingCompany partiesFree food & snacksOpportunity for advancementPaid time offParental leaveTraining & developmentVision insuranceWellness resourcesJob Title: AI Developer Internship - Fall of 2024Location: Minneapolis, MNType: InternshipDuration: 10-16 weeksOur Company Overview:Guardian School Security...


  • Minneapolis, United States Redbock - an NES Fircroft company Full time

    Sr. Packaging Engineer (24 month contract // Hybrid in Minneapolis, MN): W2 ONLY - Unable to work C2C/Sponsor Top 3 technical skills: Development of packaging for finished goods Packaging experience with medical devices or another regulated industry, ideally with sterile barrier experience (ISO 11607-1 and 11607-2) Experience or knowledge of industry...


  • Minneapolis, United States Redbock - an NES Fircroft company Full time

    Sr. Packaging Engineer (24 month contract // Hybrid in Minneapolis, MN):W2 ONLY - Unable to work C2C/SponsorTop 3 technical skills:Development of packaging for finished goodsPackaging experience with medical devices or another regulated industry, ideally with sterile barrier experience (ISO 11607-1 and 11607-2)Experience or knowledge of industry standards...

  • Graduate Intern

    1 week ago


    Minneapolis, United States Bio-Techne Full time

    **By joining Bio-Techne, youll join a company with a powerful and positive purpose of enabling cutting-edge research in Life Sciences and Clinical Diagnostics. Bio-Techne, and all of its brands, provides tools for researchers to further treat and prevent disease worldwide.** All internship positions are designed to give college students an opportunity to...


  • Minneapolis, United States Jostens Full time

    Sr. Security Engineer - IAM ABOUT YOU:The Sr. Security Engineer IAM role is responsible for designing, implementing, and maintaining robust security solutions that ensure the integrity, confidentiality, and availability of our organization's IAM and Security Engineer, Security, Technical Architect, Engineer, Technology, Director, Manufacturing


  • Minneapolis, United States USPRO Full time

    Sr. Software EngineersMinneapolis, MN Job Description:We have multiple openings for individuals with experience and a passion for real-time, embedded software development. The Senior Software Engineer plans and performs a variety of tasks across the areas of software requirements analysis, software architecture and design, implementation (code and unit...


  • Minneapolis, United States USPRO Full time

    Sr. Software EngineersMinneapolis, MN Job Description:We have multiple openings for individuals with experience and a passion for real-time, embedded software development. The Senior Software Engineer plans and performs a variety of tasks across the areas of software requirements analysis, software architecture and design, implementation (code and unit...


  • Minneapolis, United States C4 Technical Services Full time

    Sr. IAM Security Engineer (Remote Work Option) Remote or MN Primary Job Functions We are seeking a Sr. IAM Security Engineer who will be a part of our Cyber Security Team. This team works with the business community to secure data, systems, network resources, and protect the confidentiality, integrity and availability of our customers and company assets to...


  • Minneapolis, United States Amazon Data Services, Inc. Full time

    As a Systems Development Engineer of the Backbone Enterprise, and Regional Engineering (BERE) team, you will work hand-in-hand with Software Development and Network Engineering teams to drive stability, consistency, and sustainability of the network while never losing sight of the high security bar our customer’s demand. You’ll apply your large-scale...

  • Data Engineer

    1 month ago


    Minneapolis, Minnesota, United States Constellation Full time

    About UsCuri is a full-service advisory firm that serves physicians and medical practices. Equal parts fierce physician advocates, smart business leaders, and thoughtful partners, Curi's advisory, capital, and insurance offerings deliver valued advice that is grounded in client priorities and elevated by their outcomes. From data-driven advisory services to...

  • Data Engineer

    1 month ago


    Minneapolis, United States Constellation Full time

    Description About Us Curi is a full-service advisory firm that serves physicians and medical practices. Equal parts fierce physician advocates, smart business leaders, and thoughtful partners, Curi's advisory, capital, and insurance offerings deliver valued advice that is grounded in client priorities and elevated by their outcomes. From data-driven advisory...

  • Data Engineer

    1 week ago


    Minneapolis, United States IRIS Consulting Corporation Full time

    Responsibilities: • Create accountability tools such as scorecards and performance reviews that focus on KPIs that monitor and drive delivery • Create insightful executive-level and frontline dashboards using data visualization tools • Locate and extract data from a variety of sources for use in analysis, models, and project development •...

  • Software Engineer

    1 week ago


    Minneapolis, United States Bosch Ai Full time

    **Software Engineer (Driver Assistance - SW/Model Integration) - XC** * 15000 N Haggerty Rd, Plymouth, MI 48170, USA * Full-time * Legal Entity: Robert Bosch LLC **Company Description** This group is working on ADAS functions for series projects. Examples include Adaptive Cruise Control (ACC), Automatic Emergency Braking (AEB) and partially automated...

  • Data Engineer

    1 week ago


    Minneapolis, Minnesota, United States IRIS Consulting Corporation Full time

    Responsibilities:• Create accountability tools such as scorecards and performance reviews that focus on KPIs that monitor and drive delivery• Create insightful executive-level and frontline dashboards using data visualization tools• Locate and extract data from a variety of sources for use in analysis, models, and project development• Develop and...


  • Minneapolis, United States Ovativegroup Full time

    About Ovative Group: Ovative Group is the premier independent media and measurement firm in the United States. We help change makers, in fast-growing, customer-centric organizations across industries reinvent their marketing and measurement programs. We leverage our media, measurement, and consulting capabilities to help brands like Coach, Kate Spade, Stuart...


  • Minneapolis, United States Custom Search Full time

    Our mid-sized medical device client is adding a Sr. Sustaining Engineer to the team. This is a newly created position reporting to the Director of Quality. The Sr. Sustaining Engineer will be primarily maintaining existing commercialized products post transfer by ensuring the products remains safe, compliant and optimized for manufacturing process...