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Physics Informed Machine Learning Jobs in Milwaukee, WI

Carroll University

Sr. Data Analyst

Waukesha, WI · On-site

$86K - $108K/yr

... informed decision-making across the institution. The Senior Data Analyst designs and develops ... analytics, AI, or machine learning concepts. Human Relations Skills: • Ability to work ...

KAD Staffing

Be Seen First

Process Engineer

Milwaukee, WI · On-site

$75K - $95K/yr

SECONDARY RESPONSIBILITIES: · Keeps management informed by reporting problems immediately to the ... Some work in well-lit machine shop with moderate noise. Staff members will need do most work while ...

Greif, Inc.

Plant Engineering Manager

Milwaukee, WI · On-site

Continuous Improvement & Process Optimization - Lead initiatives that improve machine efficiency ... Apply technical expertise and data analytics to drive informed decision making. Provide technical ...

Greif

Plant Engineering Manager

Milwaukee, WI

Lead initiatives that improve machine efficiency, fiber utilization, throughput, and manufacturing ... Apply technical expertise and data analytics to drive informed decision making. * Provide technical ...

Greif, Inc.

Plant Engineering Manager

Milwaukee, WI · On-site

Lead initiatives that improve machine efficiency, fiber utilization, throughput, and manufacturing ... Apply technical expertise and data analytics to drive informed decision making. * Provide technical ...

Formlabs

Technical Support Specialist

Milwaukee, WI · On-site

... learning. As ambassadors of Formlabs, we strive to create a positive and impactful customer ... informed, confident, and satisfied with their Formlabs products. What You'll Do * Accept and work ...

Formlabs

Technical Support Specialist

Milwaukee, WI · On-site

... learning. As ambassadors of Formlabs, we strive to create a positive and impactful customer ... users more informed, confident, and satisfied with their Formlabs products. What You'll Do:

Formlabs

Technical Support Engineer

Milwaukee, WI · On-site

... learning. As ambassadors of Formlabs, we strive to create a positive and impactful customer ... users more informed, confident, and satisfied with their Formlabs products. What You'll Do:

Formlabs

Technical Support Specialist

Milwaukee, WI · On-site

... learning. As ambassadors of Formlabs, we strive to create a positive and impactful customer ... users more informed, confident, and satisfied with their Formlabs products. What You'll Do:

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How much do physics informed machine learning jobs pay per hour?

As of Sep 10, 2026, the average hourly pay for physics informed machine learning in Milwaukee, WI is $19.77, according to ZipRecruiter salary data. Most workers in this role earn between $12.31 and $25.10 per hour, depending on experience, location, and employer.

What is a physics informed machine learning?

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 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 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 popular job titles related to Physics Informed Machine Learning jobs in Milwaukee, WI?

For Physics Informed Machine Learning jobs in Milwaukee, WI, the most frequently searched job titles are:

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Physics Informed Machine Learning jobs near you

Staff Engine Design Engineer - Architect

Waukesha, WI • On-site

Generac Power Systems, Inc.
Electrical Equipment, Appliance, and Component Manufacturing • 5 - 10K employees
Learn more about Generac Power Systems, Inc.external

Full-time

Re-posted 12 hours ago

Job description

We believe power is a promise - a shared commitment to be there for others when it matters most.
For more than 65 years, we've turned big ideas into solutions that help protect homes, strengthen businesses and build a more resilient, efficient, sustainable energy future.
Ready to Power a Smarter World with us?
The Staff Engine Design Engineer - Architect plays an important role in advancing the design and performance of internal combustion engines (ICE), through engine design, data-driven analysis, simulation, and design of system components. This position leverages Creo, Python, and advance calculation tools to optimize system behavior, improve engine design and product reliability, and increase engine performance across a range of gaseous fueled applications.
Essential Duties and Responsibilities:
  • Design engine systems and components for using design reviews, calculations, problem solving, and simulation input to support overall engine and generator design.
  • Evaluate the engine and systems designs relative to performance and emissions.
  • Conduct system analysis using calculations to aid in optimizing the peak and reliability performance of the engine/generator.
  • Interpret testing results and collaborate with cross-functional teams through design reviews and technical discussions to guide product development.
  • Contribute to the development of engine workflows and analysis best practices to improve group efficiency and accuracy.
  • Document project objectives, methods, and results using standardized reporting formats.
  • Apply data analysis techniques, including Matlab/Simulink or Python-based scripting, and machine learning to support predictive modeling and performance forecasting.
  • Stay informed on relevant technologies, tools, and industry trends to support continuous improvement.

Minimum Qualifications:
  • Bachelor of Science Degree in Mechanical or Electrical Engineering or related discipline
  • 7+ years of relevant work experience

Knowledge, Skills and Abilities:
  • Experience in an Automotive, Design, or a related engineering discipline.
  • Hands-on experience with engine and engine component design.
  • Experience in powertrain design and analysis - CREO or similar.
  • Hands-on experience with FEA as applied to engine design.
  • Broad experience in new IC engine design using Creo or equivalent.
  • Ability to create design for internal combustion engines, including cases, heads, valvetrain, rotating assembly, belt drives, exhaust systems, and intake systems.
  • History in designing, testing, and integration of complex components and evaluation of overall effectiveness, cost (including cost/benefit analysis), reliability (risk analysis), and safety.
  • Designs, develops, executes, and evaluates design, product specifications, process validation plans, and testing for a variety of complex products and/or components.
  • Ability to perform detail-oriented work with a high degree of accuracy on multiple projects.
  • Good knowledge of internal combustion engine performance design and specification.
  • Analytical and problem-solving skills, with a deep understanding of internal combustion engine design, operation, and testing.
  • Written and verbal communication skills with the ability to clearly interpret and present complex simulation results to technical and non-technical audiences.
  • Collaborate with internal manufacturing partners, contract manufacturers, designers, and product specialists to optimize complex and advanced designs for performance.

Preferred Qualifications:
  • Comprehensive knowledge of internal combustion engines and effective engine design methods.
  • Experience with FEA.
  • Extensive Experience with internal combustion engine performance development and specification.
  • Demonstrated written communication and presentation skills.
  • Ability to apply engineering knowledge and experience to improve products, services and processes.
  • Data analysis and control/diagnostic feature creation skills.
  • Familiarity with systems engineering based problem solving.
  • Proven ability to work well with others as part of a diverse global team.

Physical Demands:
While performing the duties of this job, the employee is regularly required to talk and hear; and use hands to manipulate objects or controls. The employee is regularly required to stand and walk. On occasion, the incumbent may be required to stoop, bend, or reach above the shoulders. The employee must occasionally lift up to 25 pounds. Specific conditions of this job are typical of frequent and continuous computer-based work requiring periods of sitting, close vision, and the ability to adjust focus. Occasional Travel.
"We are an equal opportunity employer and all qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, national origin, disability status, protected veteran status, or any other characteristic protected by law."

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