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Physics Informed Machine Learning Jobs in Kentucky

... Machine Learning and Analytics in conjunction with their ERP platform. You will bring a blend of ... Provides candid, meaningful feedback in a timely manner; and, Keeps leadership informed of progress ...

Physics / Chemistry d. Computer Science (with Inspection system experience) 2. Two (2) years of ... HUMAN RESOURCES: 1. Abiding by the Acerinox Code of Conduct 2. Keeping oneself informed through ...

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Physics / Chemistry d. Computer Science (with Inspection system experience) 2. Two (2) years of ... HUMAN RESOURCES: 1. Abiding by the Acerinox Code of Conduct 2. Keeping oneself informed through ...

Use general office equipment such as telephone, copy machine, fax machine, calculator, computer ... Actively participate in learning initiatives offered such as training programs, workshops, and ...

Use general office equipment such as telephone, copy machine, fax machine, calculator, computer ... Actively participate in learning initiatives offered such as training programs, workshops, and ...

Use general office equipment such as telephone, copy machine, fax machine, calculator, computer ... Actively participate in learning initiatives offered such as training programs, workshops, and ...

Use general office equipment such as telephone, copy machine, fax machine, calculator, computer ... Actively participate in learning initiatives offered such as training programs, workshops, and ...

Use general office equipment such as telephone, copy machine, fax machine, calculator, computer ... Actively participate in learning initiatives offered such as training programs, workshops, and ...

Use general office equipment such as telephone, copy machine, fax machine, calculator, computer ... Actively participate in learning initiatives offered such as training programs, workshops, and ...

Use general office equipment such as telephone, copy machine, fax machine, calculator, computer ... Actively participate in learning initiatives offered such as training programs, workshops, and ...

Use general office equipment such as telephone, copy machine, fax machine, calculator, computer ... Actively participate in learning initiatives offered such as training programs, workshops, and ...

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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 Kentucky? For Physics Informed Machine Learning jobs in Kentucky, the most frequently searched job titles are:
What cities in Kentucky are hiring for Physics Informed Machine Learning jobs? Cities in Kentucky with the most Physics Informed Machine Learning job openings:
Infographic showing various Physics Informed Machine Learning job openings in Kentucky as of July 2026, with employment types broken down into 100% Full Time. Highlights an 100% In-person job distribution.
Applied AI Health System Engineer - Senior Manager

Applied AI Health System Engineer - Senior Manager

Pwc

Louisville, KY

$124K - $280K/yr

Full-time

Medical, Dental, Vision, Retirement, PTO

Re-posted yesterday


PwC rating

8.3

Company rating: 8.3 out of 10

Based on 76 frontline employees who took The Breakroom Quiz

20th of 58 rated business consultants


Job description

Industry/Sector

Health Services

Specialism

Data, Analytics & AI

Management Level

Senior Manager

Job Description & Summary

At PwC, our people in data and analytics engineering focus on leveraging advanced technologies and techniques to design and develop robust data solutions for clients. They play a crucial role in transforming raw data into actionable insights, enabling informed decision-making and driving business growth.
Those in artificial intelligence and machine learning at PwC will focus on developing and implementing advanced AI and ML solutions to drive innovation and enhance business processes. Your work will involve designing and optimising algorithms, models, and systems to enable intelligent decision-making and automation.
Growing as a strategic advisor, you leverage your influence, expertise, and network to deliver quality results. You motivate and coach others, coming together to solve complex problems. As you increase in autonomy, you apply sound judgment, recognising when to take action and when to escalate. You are expected to solve through complexity, ask thoughtful questions, and clearly communicate how things fit together. Your ability to develop and sustain high performing, diverse, and inclusive teams, and your commitment to excellence, contributes to the success of our Firm.
Examples of the skills, knowledge, and experiences you need to lead and deliver value at this level include but are not limited to:
Craft and convey clear, impactful and engaging messages that tell a holistic story.
Apply systems thinking to identify underlying problems and/or opportunities.
Validate outcomes with clients, share alternative perspectives, and act on client feedback.
Direct the team through complexity, demonstrating composure through ambiguous, challenging and uncertain situations.
Deepen and evolve your expertise with a focus on staying relevant.
Initiate open and honest coaching conversations at all levels.
Make difficult decisions and take action to resolve issues hindering team effectiveness.
Model and reinforce professional and technical standards (e.g. refer to specific PwC tax and audit guidance), the Firm's code of conduct, and independence requirements.
The Opportunity
As part of the Data and Analytics Engineering team, you will lead the development of innovative AI solutions tailored for health systems. As a Senior Manager, you will serve as a strategic advisor, leveraging your knowledge to drive project success and operational excellence while fostering productive teams that tackle complex healthcare challenges.
Responsibilities
- Lead the creation of innovative AI solutions for healthcare systems
- Serve as a trusted advisor, utilizing knowledge to enhance project outcomes
- Foster collaboration within dynamic teams to address complex challenges
- Drive operational excellence through creative problem-solving approaches
- Cultivate relationships with stakeholders to promote alignment on project goals
- Guide teams in navigating ambiguity and delivering impactful results
- Promote a culture of continuous improvement and professional development
- Uphold adherence to industry standards and practices in AI implementation
What You Must Have
- Bachelor's Degree
- At least 8 years of experience
What Sets You Apart
- Demonstrated experience delivering production AI or GenAI use cases in a health system environment
- Hands-on experience building RAG pipelines or agentic AI workflows against clinical data sources
- Experience with MLOps platforms and model governance practices in regulated, PHI-handling environments
- Ability to translate clinical and revenue cycle workflows into structured AI use case requirements
- Familiarity with Azure OpenAI Service, AWS Bedrock, or Google Vertex AI in a HIPAA-compliant deployment context
- Understanding of population health program design and how AI accelerates outcomes
- Proven record of success managing healthcare AI and GenAI solutions
- Experience in analytical techniques applied to healthcare use cases
- Experience working with data warehouse technology including Snowflake or Databricks

Travel Requirements

Up to 80%

Job Posting End Date

The salary range for this position is: $124,000 - $280,000. Actual compensation within the range will be dependent upon the individual's skills, experience, qualifications and location, and applicable employment laws. All hired individuals are eligible for an annual discretionary bonus. PwC offers a wide range of benefits, including medical, dental, vision, 401k, holiday pay, vacation, personal and family sick leave, and more. To view our benefits at a glance, please visit the following link: https://pwc.to/benefits-at-a-glanceAs PwC is anequal opportunity employer, all qualified applicants will receive consideration for employment at PwC without regard to race; color; religion; national origin; sex (including pregnancy, sexual orientation, and gender identity); age; disability; genetic information (including family medical history); veteran, marital, or citizenship status; or, any other status protected by law.PwC does not intend to hire experienced or entry level job seekers who will need, now or in the future, PwC sponsorship through the H-1B lottery, except as set forth within the following policy: https://pwc.to/H-1B-Lottery-Policy.Learn more about how we work: https://pwc.to/how-we-workFor only those qualified applicants that are impacted by the Los Angeles County Fair Chance Ordinance for Employers, the Los Angeles' Fair Chance Initiative for Hiring Ordinance, the San Francisco Fair Chance Ordinance, San Diego County Fair Chance Ordinance, and the California Fair Chance Act, where applicable, arrest or conviction records will be considered for Employment in accordance with these laws. At PwC, we recognize that conviction records may have a direct, adverse, and negative relationship to responsibilities such as accessing sensitive company or customer information, handling proprietary assets, or collaborating closely with team members. We evaluate these factors thoughtfully to establish a secure and trusted workplace for all.Applications will be accepted until the position is filled or the posting is removed, unless otherwise set forth on the following webpage. Please visit this link for information about anticipated application deadlines: https://pwc.to/us-application-deadlines

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