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Physics Informed Machine Learning Jobs in Columbia, SC

... 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 ...

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Physics Informed Machine Learning information

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$4

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$23

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

As of Jun 9, 2026, the average hourly pay for physics informed machine learning in Columbia, SC is $18.56, according to ZipRecruiter salary data. Most workers in this role earn between $11.59 and $23.56 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 Columbia, SC? For Physics Informed Machine Learning jobs in Columbia, SC, the most frequently searched job titles are:
What job categories do people searching Physics Informed Machine Learning jobs in Columbia, SC look for? The top searched job categories for Physics Informed Machine Learning jobs in Columbia, SC are:
What cities near Columbia, SC are hiring for Physics Informed Machine Learning jobs? Cities near Columbia, SC with the most Physics Informed Machine Learning job openings:
Oracle Cloud Finance - Manager

Oracle Cloud Finance - Manager

Pwc

Columbia, SC

$99K - $232K/yr

Full-time

Medical, Dental, Vision, Retirement, PTO

Posted 18 days ago


PwC rating

8.3

Company rating: 8.3 out of 10

Based on 73 frontline employees who took The Breakroom Quiz

20th of 57 rated business consultants


Job description

Industry/Sector

Not Applicable

Specialism

Oracle

Management Level

Manager

Job Description & Summary

A career in our Finance team, within our Oracle consulting practice, will provide you with the opportunity to help organizations use enterprise technology to achieve their digital technology goals and capitalise on business opportunities. We help our clients implement and effectively use Oracle offerings to solve their business problems and fuel success in the areas of finance, operations, human capital, customer, and governance, risk and compliance. As part of our finance team, you'll focus on providing the support companies need in their Finance Transformation journey enabled by Oracle Cloud ERP and EPM. You will be part of a team that helps clients rethink their Finance functions as they leverage new Cloud technology including RPA, Machine Learning and Analytics in conjunction with their ERP platform. You will bring a blend of process and technology expertise to create the next generation Finance function.
To really stand out and make us fit for the future in a constantly changing world, each and every one of us at PwC needs to be a purpose-led and values-driven leader at every level. To help us achieve this we have the PwC Professional; our global leadership development framework. It gives us a single set of expectations across our lines, geographies and career paths, and provides transparency on the skills we need as individuals to be successful and progress in our careers, now and in the future.
As a Manager, you'll work as part of a team of problem solvers, helping to solve complex business issues from strategy to execution. PwC Professional skills and responsibilities for this management level include but are not limited to:
Develop new skills outside of comfort zone.
Act to resolve issues which prevent the team working effectively.
Coach others, recognise their strengths, and encourage them to take ownership of their personal development.
Analyse complex ideas or proposals and build a range of meaningful recommendations.
Use multiple sources of information including broader stakeholder views to develop solutions and recommendations.
Address sub-standard work or work that does not meet firm's/client's expectations.
Use data and insights to inform conclusions and support decision-making.
Develop a point of view on key global trends, and how they impact clients.
Manage a variety of viewpoints to build consensus and create positive outcomes for all parties.
Simplify complex messages, highlighting and summarising key points.
Uphold the firm's code of ethics and business conduct.
Job Requirements and Preferences:Basic Qualifications:
Minimum Degree Required:
Bachelor Degree
Minimum Years of Experience:
7 year(s) with at least 3 years directly involved in Oracle Cloud implementations and/or supportPreferred Qualifications:
Preferred Knowledge/Skills:
Demonstrates proven intimate knowledge of Oracle Cloud application based solutions, including the following:
Displays a proven record of successfully completing at least 1-3 full life-cycle implementations, assisting clients in the implementation and/or support of Oracle packaged solutions leading significant tracks on larger projects, leading medium sized consulting engagements, and/or leading production support efforts;
Exhibits hands-on functional and technical knowledge of the Oracle Cloud product suite;
Understands and displays business process knowledge associated with the different Oracle Cloud Financials modules e.g., payment process, matching process, month-end close, etc.;
Designs, implements and supports complex business processes in an Oracle environment;
Understands the importance of a structured, controlled production systems environment;
Uses writing, communication, facilitation, and presentation skills cogently to all levels of industry audiences, clients and internal staff and management;
Communicates technical and functional concepts to client business users to facilitate business decision making;
Demonstrates intimate abilities and/or a proven record of success as a team leader:
Creates a positive environment by monitoring workloads of the team while meeting client expectations and respecting the work-life quality of team members;
Provides candid, meaningful feedback in a timely manner; and,
Keeps leadership informed of progress and issues.

Travel Requirements

Up to 60%

Job Posting End Date

The salary range for this position is: $99,000 - $232,000. 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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