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Physics Informed Machine Learning Jobs in Wisconsin

Senior Engine Code Engineer

Waukesha, WI

$104K - $143K/yr

Apply data analysis techniques, including Matlab/Simulink modeling and Python-based scripting and machine learning, to support code performance forecasting. * Stay informed on relevant technologies ...

Domain-specific experience in statistics, machine learning, or AMO physics * Experience with Numpy, Scipy, and Pytorch * Experience with image analysis, emphasis on realtime object detection

Sr Software Engineer

Madison, WI · On-site

$106K - $145K/yr

Domain-specific experience in statistics, machine learning, or AMO physics * Experience with Numpy, Scipy, and Pytorch * Experience with image analysis, emphasis on realtime object detection

Domain-specific experience in statistics, machine learning, or AMO physics * Experience with Numpy, Scipy, and Pytorch * Experience with image analysis, emphasis on realtime object detection

Domain-specific experience in statistics, machine learning, or AMO physics * Experience with Numpy, Scipy, and Pytorch * Experience with image analysis, emphasis on realtime object detection

They play a crucial role in transforming raw data into actionable insights, enabling informed decision-making and driving business growth. Those in data science and machine learning engineering at ...

They play a crucial role in transforming raw data into actionable insights, enabling informed decision-making and driving business growth. Those in data science and machine learning engineering at ...

Collaborate with senior engineers to integrate AI and machine learning into the design, development ... Strong analytical skills for collecting data and helping develop data-informed solutions.

Collaborate with senior engineers to integrate AI and machine learning into the design, development ... Strong analytical skills for collecting data and helping develop data-informed solutions.

Collaborate with senior engineers to integrate AI and machine learning into the design, development ... Strong analytical skills for collecting data and helping develop data-informed solutions.

... rules of physics. Meta is proud to be an Equal Employment Opportunity and Affirmative Action ... Please note that Meta may leverage artificial intelligence and machine learning technologies in ...

... rules of physics. Meta is proud to be an Equal Employment Opportunity and Affirmative Action ... Please note that Meta may leverage artificial intelligence and machine learning technologies in ...

... rules of physics. Meta is proud to be an Equal Employment Opportunity and Affirmative Action ... Please note that Meta may leverage artificial intelligence and machine learning technologies in ...

... rules of physics. Meta is proud to be an Equal Employment Opportunity and Affirmative Action ... Please note that Meta may leverage artificial intelligence and machine learning technologies in ...

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Physics Informed Machine Learning information

What are the key skills and qualifications needed to thrive in the Physics Informed Machine Learning position, and why are they important?

To thrive in Physics Informed Machine Learning, you need a solid background in physics, strong mathematical and statistical skills, and experience with machine learning algorithms, typically supported by an advanced degree in a relevant field. Proficiency with programming languages like Python, frameworks such as TensorFlow or PyTorch, and familiarity with numerical simulation tools are commonly required. Effective problem-solving, clear communication, and the ability to collaborate with interdisciplinary teams make a significant impact in this role. These capabilities are essential for developing robust, interpretable machine learning models that leverage physical laws to solve complex, real-world problems.

What are the typical challenges faced by professionals working in Physics Informed Machine Learning roles?

Professionals in Physics Informed Machine Learning often encounter challenges integrating complex physical theories with advanced machine learning models, requiring deep domain knowledge and strong technical skills. Balancing model accuracy with computational efficiency and ensuring that models are both interpretable and generalizable can be demanding. Collaboration with domain experts, data scientists, and engineers is common, as projects often span multiple disciplines. Successfully navigating these challenges provides valuable experience and is highly regarded, often leading to further career advancement in research, engineering, or leadership positions.

What is a Physics Informed Machine Learning job?

A Physics Informed Machine Learning (PIML) job involves developing AI models that integrate physics-based principles to improve accuracy, interpretability, and generalization. Professionals in this role use machine learning techniques alongside domain knowledge in physics, engineering, or applied sciences to solve complex problems in areas like fluid dynamics, materials science, and climate modeling. Responsibilities often include designing algorithms, implementing simulations, and validating results against experimental or real-world data. Employers typically seek expertise in deep learning, numerical methods, and programming languages like Python.

What are popular job titles related to Physics Informed Machine Learning jobs in Wisconsin? For Physics Informed Machine Learning jobs in Wisconsin, the most frequently searched job titles are:
What job categories do people searching Physics Informed Machine Learning jobs in Wisconsin look for? The top searched job categories for Physics Informed Machine Learning jobs in Wisconsin are:
What cities in Wisconsin are hiring for Physics Informed Machine Learning jobs? Cities in Wisconsin with the most Physics Informed Machine Learning job openings:
Director | Enterprise Analytics

Director | Enterprise Analytics

Gundersen Health System

Onalaska, WI

Full-time

Posted 17 days ago


Gundersen Health System rating

6.7

Company rating: 6.7 out of 10

Based on 90 frontline employees who took The Breakroom Quiz

528th of 873 rated healthcare providers


Job description

Love + medicine is who we are, it's what we do, it's why people want to work here. If you're looking for a job to love, apply today.

Scheduled Weekly Hours:

40Director | Enterprise Analytics
  • Department: Enterprise Analytics and Data Science

  • Reports to: Vice President, Enterprise Analytics and Data Science

  • Location: Hybrid - Candidates must reside in WI, MI, MN, or IA to be considered.

  • Please note: Immigration sponsorship (e.g., H-1B) is not available for this position.

Position Summary:

Responsible for developing, implementing and maintaining the analytic domains within the organization. Supports efforts to deliver multifaceted analytics to the organization that will include self-service analytics, reporting and BI and other advanced analytic functions such as machine learning and Artificial Intelligence. The position works closely with key business stakeholders throughout the enterprise to ensure that appropriate technical and analytical solutions are provided and meet desired goals. Oversight and coordination include the design, development, maintenance and support of the data and analytics solutions created by these teams. Responsible for the daily management of data and analytics solutions development and adopts best practice standards that are in line with the global analytic and business strategies.

Major Responsibilities:

  • Lead the development and execution of data analytics strategies to generate actionable insights supporting business goals.

  • Establish and maintain a robust data governance framework ensuring data quality, security, and regulatory compliance.

  • Collaborate with IT, compliance, and business units to foster a data-driven culture and align governance practices.

  • Develop and deliver data literacy training programs to empower employees in effective data use.

  • Define, monitor, and report on KPIs to evaluate the success of data initiatives and governance efforts.

  • Communicate data insights and governance strategies clearly to stakeholders for informed decision-making.

  • Build and manage a skilled team of data analysts and governance experts, promoting innovation and collaboration.

Position Requirements:

Education: Bachelor's Degree in business, communications, advertising, marketing, statistics, engineering, technology, or health care. Master's Degree in business, communications, advertising, marketing, statistics, engineering, technology, or health care desired.

Required Experience:

  • 5 years of direct leadership experience in applications management, development, or systems management with evidence of increasing responsibility.

  • Extensive experience with a variety of analytical toolsets, database platforms, relational database structures, data governance and ETL processes.

  • Direct implementation and maintenance of data architecture and scalable self-service data and reporting functions

  • Proven experience in overseeing the direction, development and implementation of data governance, validation, and visualization.

  • Progressively responsible experience which includes leadership/supervision and in-depth experience with data management, report development and data analysis. Incorporates visualizations, statistical analysis, and data science techniques into dashboards, advanced analytics, and complex delivery models.

  • Experience with business intelligence tools such as Tableau, PowerBI, Qlik, or other enterprise analytics platforms

  • Experience with Healthcare Analytics, Machine Learning, predictive modeling, and Artificial/Augmented Intelligence

  • Cogito Suite, Caboodle, Clarity

  • Hybrid deployments (on premises, Cloud)

  • Data Lake Platforms such as snowflake, Denodo, or Dremio

Why Join Us?

  • Opportunity to shape data strategy in a growing organization.

  • Collaborative and innovative work environment.

  • Competitive salary and benefits package.

  • Commitment to professional development and continuous learning.

If you need assistance with any portion of the application or have questions about the position, please contact HR-Recruitment@gundersenhealth.org or call 608-775-0267.

We inspire your best life by relentlessly caring, learning and innovating. This is our purpose. Together with our values - belonging, respect, excellence, accountability, teamwork and humility - our pillars set our foundation and our future.

Equal Opportunity Employer


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About Gundersen Health System

Sourced by ZipRecruiter

Gundersen Health System is an award winning, physician-led, integrated healthcare system employing nearly 900+ clinicians. Our mission is to distinguish ourselves through excellence in patient care, education, research and improved health in the communities we serve. A rewarding practice and an excellent quality of life awaits.

Industry

Health care and social assistance

Company size

5,001 - 10,000 Employees

Headquarters location

La Crosse, WI, US

Year founded

1891