Senior Computational Modeling Scientist
Senior Computational Modeling Scientist
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$ 110400 - 165600
1 Vacancy
Job Description
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
This role exists within Medtronics enterprise level AI Center of Excellence. As part of a team which specializes in both data-driven (AI/ML) and mechanistic (FEA/CFD/Physiology) modeling you will be empowered to develop and implement novel modeling techniques to enable our Human Digital Twin strategy. You will apply your expertise in data-driven modeling and mechanistic modeling across various Medtronic therapies solving challenges across the total product lifecycle.
At Medtronic we bring bold ideas forward with speed and decisiveness to put patients first in everything we -person exchanges are invaluable to our work. Were working a minimum of 4 days a week onsite as part of our commitment to fostering a culture of professional growth and cross-functional collaboration as we work together to engineer the extraordinary.
Responsibilities may include the following and other duties may be assigned.
- Responsible for the initiation design and execution of practical research projects focused on advancing the use of data driven modeling (AI/ML) mechanistic modeling (mechanical thermal electrical electrophysiology or fluid flow) and hybrid approaches (e.g. PINNs) across Medtronics products and therapies.
- Apply state-of-the-art Machine Learning Deep Learning and Computer Vision techniques to generate predictive models from clinical data and synthetic data.
- Grow existing knowledge of state-of-the art principles and theories of computational modeling with an emphasis on data-driven techniques (primary) and physics-based modeling (secondary) approaches.
- Proactively create novel algorithms scripting and software techniques to automate simplify and accelerate execution of computational modeling workflows.
- Apply proficiency in scripting (e.g. python) data manipulation (e.g. SQL Spark) cloud computing platforms (e.g. AWS) and 3D simulation platforms (e.g. Omniverse) to develop digital twin solutions.
- Research techniques to enable robust and fast mechanistic simulation of complex interactions between devices and anatomy including patient specific modeling approaches requiring processing of medical imaging into 3D models.
- Apply working knowledge of Multiphysics simulation and tissue modeling to predict medical device performance in support of device concept evaluation failure analysis and personalized treatment scenario planning (e.g. using LSDyna).
- Develop techniques to combine the strengths of data driven modeling (AL/ML) with physics-based modeling (FEA/CFD) and zero dimensional (lumped parameter system) models.
- May contribute to scientific literature and conferences.
- May participate in generation and development of patent applications.
Must Have: Minimum Qualifications
- Bachelors degree with 4 years of relevant experience or an advanced degree with 2 years of relevant experience.
- Experience with practical development and application of AI tools e.g. Computer Vision Natural Language Processing Machine learning Reinforcement Learning.
Nice to Have:
- Advanced degree (MS or PhD) in Data Science Mathematics Physics or a related science or engineering discipline.
- Familiarity with FEA and/or CFD methodologies and applications.
- Expertise in High Performance Computing systems and practices.
- Extensive background in leveraging biological or medical datasets to create predictive models particularly for medical device innovation or personalized medicine initiatives.
- Proficient in Python programming for scientific and engineering applications.
- Skilled in statistical analysis tools (e.g. R) and image processing platforms (e.g. 3D Slicer).
- Proven ability to use scripting for process automation and digital workflow development.
- Hands-on experience developing statistical shape modeling techniques for anatomical modeling.
- Capable of creating purely data-driven models mechanistic models and hybrid approaches.
- Strong grasp of human anatomy physiology and pathological conditions.
- Familiarity with medical device design and/or medical device software development processes.
- Background in working within regulated industries.
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.
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.
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.
The following benefits and additional compensation are available to those regular employees who work 20 hours per week: Health Dental and vision insuranceHealth Savings AccountHealthcare Flexible Spending AccountLife insurance Long-term disability leaveDependent daycare spending accountTuition assistance/reimbursement andSimple Steps (global well-being program).
The following benefits and additional compensation are available to all regular employees:Incentive plans 401(k) plan plus employer contribution and matchShort-term disabilityPaid time offPaid holidaysEmployee Stock Purchase PlanEmployee Assistance ProgramNon-qualified Retirement Plan Supplement (subject to IRS earning minimums) andCapital Accumulation Plan (available to Vice Presidents and above or subject to IRS earning minimums).
Regular employees are those who are not temporary such as interns. Temporary employees are eligible for paid sick time as required under applicable state law and the Employee Stock Purchase Plan. Please note some of the above benefits may not apply to workers in Puerto Rico.
Further details are available at the link below:
Medtronic benefits and compensation plans
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.
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 addition Medtronic will provide reasonable accommodations for qualified individuals with disabilities.
If you are applying to perform work for Medtronic Inc. (Medtronic) in any position which will involve performing at least two (2) hours of work on average each week within the unincorporated areas of Los Angeles County you can findhere a list of all material job duties of the specific job position which Medtronic reasonably believes that criminal history may have a direct adverse and negative relationship potentially resulting in the withdrawal of a conditional offer of employment. Medtronic will consider for employment qualified job applicants with arrest or conviction records in accordance with the Los Angeles County Fair Chance Ordinance for Employers and the California Fair Chance Act.
Required Experience:
Senior IC
Employment Type
Full-Time
