1

Physics Informed Machine Learning Jobs in Birmingham, AL

Technical expertise and the ability to make informed trade-offs between various system ... Agile Methodology, Artificial Intelligence (AI), Machine Learning (ML), Product Management, Product ...

Technical expertise and the ability to make informed trade-offs between various system ... Agile Methodology, Artificial Intelligence (AI), Machine Learning (ML), Product Management, Product ...

Medical Assistant

Moody, AL

$15 - $19.25/hr

... informed on their condition and care ... You will also be helping manage the inventory of medical supplies, setting up machines and testing ...

Medical Assistant

Moody, AL

$15 - $19.25/hr

... informed on their condition and care ... You will also be helping manage the inventory of medical supplies, setting up machines and testing ...

Medical Assistant

Moody, AL · On-site

$15 - $19.25/hr

... informed on their condition and care ... You will also be helping manage the inventory of medical supplies, setting up machines and testing ...

Medical Assistant

Tuscaloosa, AL

$14.75 - $18.75/hr

... informed on their condition and care. You will also be helping manage the inventory of medical supplies, setting up machines and testing equipment, and cleaning instruments and rooms as needed. The ...

Medical Assistant

Tuscaloosa, AL

$14.75 - $18.75/hr

The ideal candidate has strong customer service skills, an interest in learning more about a ... machine. • Cleans and replaces equipment in rooms when needed. • Answers phone messages and ...

Medical Assistant

Tuscaloosa, AL

$14.75 - $18.75/hr

The ideal candidate has strong customer service skills, an interest in learning more about a ... machine. • Cleans and replaces equipment in rooms when needed. • Answers phone messages and ...

Sr Industrial Designer

Trussville, AL · On-site

$93K - $100K/yr

Makes timely, informed decisions that take into account the facts, goals, constraints and risks ... Displays an ongoing commitment to learning and self-improvement; making an effort to acquire new ...

Sr Industrial Designer

Trussville, AL

$93K - $100K/yr

Makes timely, informed decisions that take into account the facts, goals, constraints and risks ... Displays an ongoing commitment to learning and self-improvement; making an effort to acquire new ...

Sr Industrial Designer

Trussville, AL · On-site

$93K - $100K/yr

Makes timely, informed decisions that take into account the facts, goals, constraints and risks ... Displays an ongoing commitment to learning and self-improvement; making an effort to acquire new ...

next page

Showing results 1-20

People also search for

Physics Informed Machine Learning information

See Birmingham, AL salary details

$4

$18

$23

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

As of Jun 11, 2026, the average hourly pay for physics informed machine learning in Birmingham, AL is $18.80, according to ZipRecruiter salary data. Most workers in this role earn between $11.73 and $23.89 per hour, depending on experience, location, and employer.

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 Birmingham, AL? For Physics Informed Machine Learning jobs in Birmingham, AL, the most frequently searched job titles are:
What job categories do people searching Physics Informed Machine Learning jobs in Birmingham, AL look for? The top searched job categories for Physics Informed Machine Learning jobs in Birmingham, AL are:
What cities near Birmingham, AL are hiring for Physics Informed Machine Learning jobs? Cities near Birmingham, AL with the most Physics Informed Machine Learning job openings:
LOB Risk Lead

$91K - $169K/yr

Full-time

Medical, Dental, Vision, Life, Retirement, PTO

Posted 7 days ago


PNC Bank rating

7.7

Company rating: 7.7 out of 10

Based on 334 frontline employees who took The Breakroom Quiz

73rd of 141 rated banks


Job description


Job Profile
Position OverviewAt PNC, our people are our greatest differentiator and competitive advantage in the markets we serve. We are all united in delivering the best experience for our customers. We work together each day to foster an inclusive workplace culture where all of our employees feel respected, valued and have an opportunity to contribute to the company’s success. As a LOB Risk Lead within PNC's -CTO, Data Ops & Machine Learning Ops Technology Risk Management organization, you will be based in Birmingham, AL, Pittsburgh, PA, Strongsville, OH, Phoenix, AZ or Dallas, TX. Weekly in office time is required
This position may not be available in all geographic areas
Needed experience/skills:
Direct technology experience (ITIL certification for example). Prior remit of infrastructure control areas (e.g., patch/config governance, backup/restore testing, resilience/DR exercises, capacity/performance, network/security hardening, cloud landing zone controls).
Clear and effective communication
The Technology Risk Professional in support of the Office of the CTO and Data Automation LOBs enable risk informed decision making across Technology by ensuring infrastructure risks are identified, assessed, monitored, and communicated in alignment with enterprise risk appetite and regulatory expectations. This role acts as a trusted risk advisor with remit in Enterprise Architecture & Standards authority, Platform & Infrastructure engineering, Reliability, Resiliency and Platform Ops, and service delivery teams to strengthen control effectiveness and improve transparency into technology risk exposure and remediation progress in those areas.PNC is an in-office company that fosters a supportive culture where employees can thrive and achieve balance. We encourage candidates to connect with their recruiter and hiring manager to understand workplace expectations and ensure the role aligns with their goals.PNC will not provide sponsorship for employment visas or participate in STEM OPT for this position.Job Description
  • Establishes Line of Business risk management strategy and oversees the execution of the risk management programs. Serves as an advocate for the risk management program.
  • Ensures the risk management strategies and programs are established, maintained and enhanced to support the businesses in managing their risks while meeting business and regulatory expectations.
  • Oversees the timely and proper execution of the risk management program within and/or across the lines of business. Includes consultation to execute the program components.
  • Provides risk expertise while working with the businesses and other risk partners (e.g., Compliance, Credit, Legal, Audit). Monitors changes in internal and external factors and identifies emerging risks.
  • Leads and engages cross functional teams and develops internal capabilities.

PNC Employees take pride in our reputation and to continue building upon that we expect our employees to be:

  • Customer Focused - Knowledgeable of the values and practices that align customer needs and satisfaction as primary considerations in all business decisions and able to leverage that information in creating customized customer solutions.
  • Managing Risk - Assessing and effectively managing all of the risks associated with their business objectives and activities to ensure they adhere to and support PNC's Enterprise Risk Management Framework.
Qualifications

Successful candidates must demonstrate appropriate knowledge, skills, and abilities for a role. Listed below are skills, competencies, work experience, education, and required certifications/licensures needed to be successful in this position.

Preferred SkillsChange Management, Conflict Management, Crisis Management, Emerging Risks, Influencing Change, Operations Management, Risk Management Programs, Strategic PlanningCompetenciesCollaborating, Data Gathering and Reporting, Decision Making and Critical Thinking, Effective Communications, Industry Knowledge, Internal Controls, Operational Risk, Organizational Governance, Process Management, Regulatory Environment - Financial Services, Standard Operating ProceduresWork ExperienceRoles at this level typically require a university / college degree, with 5+ years of industry-relevant experience. Specific certifications are often required. In lieu of a degree, a comparable combination of education, job specific certification(s), and experience (including military service) may be considered.EducationBachelorsCertificationsNo Required Certification(s)LicensesNo Required License(s)Pay TransparencyBase Salary: $91,000.00 – $169,000.00Salaries may vary based on geographic location, market data and on individual skills, experience, and education. This role is incentive eligible with the payment based upon company, business and/or individual performance.Application WindowGenerally, this opening is expected to be posted for two business days from 06/04/2026, although it may be longer with business discretion.BenefitsPNC offers a comprehensive range of benefits to help meet your needs now and in the future. Depending on your eligibility, options for full-time employees include: medical/prescription drug coverage (with a Health Savings Account feature), dental and vision options; employee and spouse/child life insurance; short and long-term disability protection; 401(k) with PNC match, pension and stock purchase plans; dependent care reimbursement account; back-up child/elder care; adoption, surrogacy, and doula reimbursement; educational assistance, including select programs fully paid; a robust wellness program with financial incentives.In addition, PNC generally provides the following paid time off, depending on your eligibility: maternity and/or parental leave; up to 11 paid holidays each year; 9 occasional absence days each year, unless otherwise required by law; between 15 to 25 vacation days each year, depending on career level; and years of service.

To learn more about these and other programs, including benefits for full time and part-time employees, visit pncthrive.com.

Disability Accommodations Statement

If an accommodation is required to participate in the application process, please contact us via email at AccommodationRequest@pnc.com. Please include “accommodation request” in the subject line title and be sure to include your name, the job ID, and your preferred method of contact in the body of the email. Emails not related to accommodation requests will not receive responses.  Applicants may also call 877-968-7762 and say "Workday" for accommodation assistance. All information provided will be kept confidential and will be used only to the extent required to provide needed reasonable accommodations.


At PNC we foster an inclusive and accessible workplace.  We provide reasonable accommodations to employment applicants and qualified individuals with a disability who need an accommodation to perform the essential functions of their positions.

Equal Employment Opportunity (EEO)


PNC provides equal employment opportunity to qualified persons regardless of race, color, sex, religion, national origin, age, sexual orientation, gender identity, disability, veteran status, or other categories protected by law.

This position is subject to the requirements of Section 19 of the Federal Deposit Insurance Act (FDIA) and, for any registered role, the Secure and Fair Enforcement for Mortgage Licensing Act of 2008 (SAFE Act) and/or the Financial Industry Regulatory Authority (FINRA), which prohibit the hiring of individuals with certain criminal history.

California Residents

Refer to the California Consumer Privacy Act Privacy Notice to gain understanding of how PNC may use or disclose your personal information in our hiring practices.


What PNC Bank employees say

Pay

Benefits

Hours and flexibility

Workplace

Get the full story on Breakroom