... machine learning models, applying physics-informed machine learning to real-world engineering systems, deploying scalable production tools on HPC infrastructure, and translating computational ...
... machine learning models, applying physics-informed machine learning to real-world engineering systems, deploying scalable production tools on HPC infrastructure, and translating computational ...
AI/CAD Software Engineer
Atlanta, GA · On-site
This role sits at the intersection of software engineering, machine learning, and RF physics ... Physics-Informed ML: Interest or experience in applying ML to physics-based problems or ...
Quick apply
AI/CAD Software Engineer
Atlanta, GA · On-site
This role sits at the intersection of software engineering, machine learning, and RF physics ... Physics-Informed ML: Interest or experience in applying ML to physics-based problems or ...
AI/CAD Software Engineer
Atlanta, GA · On-site
This role sits at the intersection of software engineering, machine learning, and RF physics ... Physics-Informed ML: Interest or experience in applying ML to physics-based problems or ...
AI/CAD Software Engineer
Atlanta, GA · On-site
This role sits at the intersection of software engineering, machine learning, and RF physics ... Physics-Informed ML: Interest or experience in applying ML to physics-based problems or ...
This role sits at the intersection of software engineering, machine learning, and RF physics ... Physics-Informed ML: Interest or experience in applying ML to physics-based problems or ...
This role sits at the intersection of software engineering, machine learning, and RF physics ... Physics-Informed ML: Interest or experience in applying ML to physics-based problems or ...
... physics-based approaches like large scale crystal plasticity finite element modeling and data-driven approaches like machine learning and high-throughput computations. Working closely with the ...
... physics-based approaches like large scale crystal plasticity finite element modeling and data-driven approaches like machine learning and high-throughput computations. Working closely with the ...
Modeling Scientist
Kennesaw, GA · On-site
... physics-based approaches like large scale crystal plasticity finite element modeling and data-driven approaches like machine learning and high-throughput computations. Working closely with the ...
Modeling Scientist
Kennesaw, GA · On-site
... physics-based approaches like large scale crystal plasticity finite element modeling and data-driven approaches like machine learning and high-throughput computations. Working closely with the ...
... physics-based approaches like large scale crystal plasticity finite element modeling and data-driven approaches like machine learning and high-throughput computations. Working closely with the ...
... physics-based approaches like large scale crystal plasticity finite element modeling and data-driven approaches like machine learning and high-throughput computations. Working closely with the ...
Senior/Principal AI Engineer
$120K - $166K/yr
Bachelor's (Master's or PhD preferred) degree in engineering, computer science, physics, math or equivalent P4, Senior Machine Learning/AI Engineer Basic Qualifications * 7+ years experience as a ...
Senior/Principal AI Engineer
$120K - $166K/yr
Bachelor's (Master's or PhD preferred) degree in engineering, computer science, physics, math or equivalent P4, Senior Machine Learning/AI Engineer Basic Qualifications * 7+ years experience as a ...
Senior/Principal AI Engineer
Atlanta, GA · On-site
$120K - $166K/yr
Bachelor's (Master's or PhD preferred) degree in engineering, computer science, physics, math or equivalent P4, Senior Machine Learning/AI Engineer Basic Qualifications * 7+ years experience as a ...
Senior/Principal AI Engineer
Atlanta, GA · On-site
$120K - $166K/yr
Bachelor's (Master's or PhD preferred) degree in engineering, computer science, physics, math or equivalent P4, Senior Machine Learning/AI Engineer Basic Qualifications * 7+ years experience as a ...
Department Information The School of Physics at Georgia Tech currently has 63 academic (Tenure ... machine learning. Its diverse student body comprises more than 130 graduate students and 275 ...
Department Information The School of Physics at Georgia Tech currently has 63 academic (Tenure ... machine learning. Its diverse student body comprises more than 130 graduate students and 275 ...
AI Solutions Architect
Atlanta, GA · On-site
$60.50 - $79.75/hr
Leading sales, solution design, and delivery for artificial intelligence, machine learning ... or Physics, or equivalent experience * 8+ years of experience in product sales, software ...
AI Solutions Architect
Atlanta, GA · On-site
$60.50 - $79.75/hr
Leading sales, solution design, and delivery for artificial intelligence, machine learning ... or Physics, or equivalent experience * 8+ years of experience in product sales, software ...
AI Solutions Architect
$60.50 - $79.75/hr
Leading sales, solution design, and delivery for artificial intelligence, machine learning ... or Physics, or equivalent experience * 8+ years of experience in product sales, software ...
AI Solutions Architect
$60.50 - $79.75/hr
Leading sales, solution design, and delivery for artificial intelligence, machine learning ... or Physics, or equivalent experience * 8+ years of experience in product sales, software ...
Data Scientist Sr Lead
Atlanta, GA · Hybrid
Following the machine learning lifecycle, the data scientist should be able to convert the results ... that drive informed decision-making. * Design and develop automated dashboards, performance ...
Data Scientist Sr Lead
Atlanta, GA · Hybrid
Following the machine learning lifecycle, the data scientist should be able to convert the results ... that drive informed decision-making. * Design and develop automated dashboards, performance ...
Data Scientist Sr Lead
Atlanta, GA · Hybrid
Following the machine learning lifecycle, the data scientist should be able to convert the results ... that drive informed decision-making. * Design and develop automated dashboards, performance ...
Data Scientist Sr Lead
Atlanta, GA · Hybrid
Following the machine learning lifecycle, the data scientist should be able to convert the results ... that drive informed decision-making. * Design and develop automated dashboards, performance ...
Data Scientist II
Atlanta, GA · On-site
... informed decision-making across the organization. This role requires strong expertise in advanced analytics, machine learning, statistical modeling, and data engineering principles. The ideal ...
Quick apply
Data Scientist II
Atlanta, GA · On-site
... informed decision-making across the organization. This role requires strong expertise in advanced analytics, machine learning, statistical modeling, and data engineering principles. The ideal ...
Postdoctoral Fellow in Neutrino Astrophysics Position in the School of Physics - Otte Research Group
Atlanta, GA · On-site
$47K - $64K/yr
... machine learning. Its student body comprises more than 156 graduate students (Ph.D and Masters) and over 240 undergraduate majors. Location Atlanta, GA Job Summary The Otte group (otte.gatech.edu) at ...
Postdoctoral Fellow in Neutrino Astrophysics Position in the School of Physics - Otte Research Group
Atlanta, GA · On-site
$47K - $64K/yr
... machine learning. Its student body comprises more than 156 graduate students (Ph.D and Masters) and over 240 undergraduate majors. Location Atlanta, GA Job Summary The Otte group (otte.gatech.edu) at ...
Senior Algorithm & Signal Processing Researcher with Security Clearance
Atlanta, GA · On-site
$139K - $170K/yr
Develop advanced sensing concepts, signal processing algorithms, and machine learning techniques ... PhD, MS, or BS in Electrical Engineering, Applied Mathematics, Physics, Computer Engineering ...
Senior Algorithm & Signal Processing Researcher with Security Clearance
Atlanta, GA · On-site
$139K - $170K/yr
Develop advanced sensing concepts, signal processing algorithms, and machine learning techniques ... PhD, MS, or BS in Electrical Engineering, Applied Mathematics, Physics, Computer Engineering ...
Senior Algorithm & Signal Processing Researcher
Atlanta, GA · On-site
$139K - $170K/yr
Develop advanced sensing concepts, signal processing algorithms, and machine learning techniques ... PhD, MS, or BS in Electrical Engineering, Applied Mathematics, Physics, Computer Engineering ...
Senior Algorithm & Signal Processing Researcher
Atlanta, GA · On-site
$139K - $170K/yr
Develop advanced sensing concepts, signal processing algorithms, and machine learning techniques ... PhD, MS, or BS in Electrical Engineering, Applied Mathematics, Physics, Computer Engineering ...
Senior Algorithm & Signal Processing Researcher
Atlanta, GA · On-site +1
$139K - $170K/yr
Develop advanced sensing concepts, signal processing algorithms, and machine learning techniques ... PhD, MS, or BS in Electrical Engineering, Applied Mathematics, Physics, Computer Engineering ...
Senior Algorithm & Signal Processing Researcher
Atlanta, GA · On-site +1
$139K - $170K/yr
Develop advanced sensing concepts, signal processing algorithms, and machine learning techniques ... PhD, MS, or BS in Electrical Engineering, Applied Mathematics, Physics, Computer Engineering ...
Principal Signal Processing Researcher
Atlanta, GA · On-site
$206K - $284K/yr
Develop electronic warfare and radar system concepts, signal processing and machine learning ... PhD, MS, or BS in Electrical Engineering, Applied Mathematics, Physics, or related technical ...
Principal Signal Processing Researcher
Atlanta, GA · On-site
$206K - $284K/yr
Develop electronic warfare and radar system concepts, signal processing and machine learning ... PhD, MS, or BS in Electrical Engineering, Applied Mathematics, Physics, or related technical ...
Physics Informed Machine Learning information
See Fairburn, GA salary details
$5.11 - $6.89
0% of jobs
$6.89 - $8.66
0% of jobs
$8.66 - $10.44
0% of jobs
$10.44 - $12.21
24% of jobs
$12.30 is the 25th percentile. Wages below this are outliers.
$12.21 - $13.99
16% of jobs
$13.99 - $15.76
0% of jobs
$15.76 - $17.54
0% of jobs
$17.54 - $19.31
0% of jobs
$19.31 - $21.09
0% of jobs
The median wage is $21.51 / hr.
$21.09 - $22.86
40% of jobs
$22.86 - $24.64
19% of jobs
$5
$19
$24
How much do physics informed machine learning jobs pay per hour?
As of Jul 14, 2026, the average hourly pay for physics informed machine learning in Fairburn, GA is $19.40, according to ZipRecruiter salary data. Most workers in this role earn between $12.07 and $24.62 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 cities near Fairburn, GA are hiring for Physics Informed Machine Learning jobs? Cities near Fairburn, GA with the most Physics Informed Machine Learning job openings:
Full-time
Re-posted 29 days ago
McKinsey & Company rating
8.5
Based on 22 frontline employees who took The Breakroom Quiz
15th of 58 rated business consultants
Job description
Job Summary:
McKinsey & Company is a global management consulting firm that focuses on driving lasting impact and building long-term capabilities with clients. They are seeking a Specialist in Robotics and Physical AI who will apply expertise in physical sciences and machine learning to solve complex engineering challenges for industrial clients, leading technical workstreams and developing innovative solutions.
Responsibilities:
• Apply deep expertise in physical sciences, computational engineering, machine learning, and physics-based modeling to help leading industrial clients tackle their most complex engineering challenges.
• Lead technical workstreams on client engagements, building multi-physics simulation frameworks and digital twins, developing surrogate and machine learning models, applying physics-informed machine learning to real-world engineering systems, deploying scalable production tools on HPC infrastructure, and translating computational insights into strategic recommendations and solutions that deliver measurable impact for clients.
Qualifications:
Required:
• Advanced graduate degree (M.S. or Ph.D.) in computational mechanics, materials science, mechanical/aerospace/nuclear engineering, computational physics, or a closely related engineering or physical science field required; significant industry or national laboratory experience in applied simulation or scientific machine learning may apply
• Demonstrated ability to develop high-quality engineering or scientific code (e.g., in Python, C++)
• Demonstrated fluency with statistical sampling, machine learning, and data science techniques
• Excellent organizational capabilities, including the ability to initiate tasks independently and see them through to completion
• Proficient in rational decision making based on data, facts, and logical reasoning
• Ability to create work product-focused materials / outputs, which may include PowerPoint decks, Excel models, articles, or other written deliverables
• Exceptional time management to meet your responsibilities in a complex and largely autonomous work environment
• Ability to work or attend meetings outside of traditional business hours or take on projects with limited or no notice at times
• Ability to travel to and work in varying environments that may be challenging and/or not accessible (e.g., manufacturing facilities, etc.)
• Strong communication skills, both verbal and written, in English and local office language(s), with the ability to adjust your style to suit different perspectives and seniority levels
Preferred:
• Simulation experience, Pytorch, ML/AI/Data Science a plus
Company:
McKinsey & Company is a global management consulting firm. We are the trusted advisor to the world's leading businesses, governments, and institutions. Founded in 2014, the company is headquartered in New York, USA, with a team of 10001+ employees. The company is currently Late Stage.
McKinsey & Company is a global management consulting firm that focuses on driving lasting impact and building long-term capabilities with clients. They are seeking a Specialist in Robotics and Physical AI who will apply expertise in physical sciences and machine learning to solve complex engineering challenges for industrial clients, leading technical workstreams and developing innovative solutions.
Responsibilities:
• Apply deep expertise in physical sciences, computational engineering, machine learning, and physics-based modeling to help leading industrial clients tackle their most complex engineering challenges.
• Lead technical workstreams on client engagements, building multi-physics simulation frameworks and digital twins, developing surrogate and machine learning models, applying physics-informed machine learning to real-world engineering systems, deploying scalable production tools on HPC infrastructure, and translating computational insights into strategic recommendations and solutions that deliver measurable impact for clients.
Qualifications:
Required:
• Advanced graduate degree (M.S. or Ph.D.) in computational mechanics, materials science, mechanical/aerospace/nuclear engineering, computational physics, or a closely related engineering or physical science field required; significant industry or national laboratory experience in applied simulation or scientific machine learning may apply
• Demonstrated ability to develop high-quality engineering or scientific code (e.g., in Python, C++)
• Demonstrated fluency with statistical sampling, machine learning, and data science techniques
• Excellent organizational capabilities, including the ability to initiate tasks independently and see them through to completion
• Proficient in rational decision making based on data, facts, and logical reasoning
• Ability to create work product-focused materials / outputs, which may include PowerPoint decks, Excel models, articles, or other written deliverables
• Exceptional time management to meet your responsibilities in a complex and largely autonomous work environment
• Ability to work or attend meetings outside of traditional business hours or take on projects with limited or no notice at times
• Ability to travel to and work in varying environments that may be challenging and/or not accessible (e.g., manufacturing facilities, etc.)
• Strong communication skills, both verbal and written, in English and local office language(s), with the ability to adjust your style to suit different perspectives and seniority levels
Preferred:
• Simulation experience, Pytorch, ML/AI/Data Science a plus
Company:
McKinsey & Company is a global management consulting firm. We are the trusted advisor to the world's leading businesses, governments, and institutions. Founded in 2014, the company is headquartered in New York, USA, with a team of 10001+ employees. The company is currently Late Stage.
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