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Physics Informed Machine Learning Jobs in Cumming, GA

The Weather Company

Senior Data Engineer

Atlanta, GA · On-site

$101.90K - $138.50K/yr

... make more informed decisions and take action in the face of weather. Together with advanced ... analytics, machine learning, and data science use cases. You'll work with modern big data ...

The Weather Company

Senior Data Engineer

Atlanta, GA

$101.90K - $138.50K/yr

... make more informed decisions and take action in the face of weather. Together with advanced ... analytics, machine learning, and data science use cases. You'll work with modern big data ...

Pwc

US Tech - AI Engineering Senior Associate

Atlanta, GA · On-site

$55K - $187K/yr

They play a crucial role in transforming raw data into actionable insights, enabling informed decision-making and driving business growth. Those in data science and machine learning engineering at ...

Pwc

CTIO-AI Engineer-Sr Associate

Atlanta, GA

$55K - $187K/yr

They play a crucial role in transforming raw data into actionable insights, enabling informed decision-making and driving business growth. Those in data science and machine learning engineering at ...

LexisNexis

Sr Data Scientist I (Hybrid)

Alpharetta, GA · On-site

Would you like to apply advanced actuarial science and machine learning to build predictive models ... By harnessing the power of data, our analytics team empowers insurers to make informed decisions ...

Pwc

NGA AI Engineer Senior Manager

Atlanta, GA · On-site

$91K - $321.50K/yr

They play a crucial role in transforming raw data into actionable insights, enabling informed decision-making and driving business growth. Those in data science and machine learning engineering at ...

Pwc

US Tech - AI Engineering Manager

Atlanta, GA · On-site

$73.50K - $244K/yr

They play a crucial role in transforming raw data into actionable insights, enabling informed decision-making and driving business growth. Those in data science and machine learning engineering at ...

Pwc

US Tech - AI Engineering Manager

Atlanta, GA · On-site

$73.50K - $244K/yr

They play a crucial role in transforming raw data into actionable insights, enabling informed decision-making and driving business growth. Those in data science and machine learning engineering at ...

RELX Group plc

Senior Data Scientist I

Alpharetta, GA · On-site

Would you like to apply advanced actuarial science and machine learning to build predictive models ... By harnessing the power of data, our analytics team empowers insurers to make informed decisions ...

The Whiteside Agency

Senior Data Engineer

Atlanta, GA

$139.40K - $230K/yr

... Machine Learning, and AI initiatives across Travelers. As a Senior Engineer, you serve as a ... informed feedback loops to ensure the quality and production readiness of work before release ...

RELX

Sr Data Scientist I (Hybrid)

Alpharetta, GA · On-site

Would you like to apply advanced actuarial science and machine learning to build predictive models ... By harnessing the power of data, our analytics team empowers insurers to make informed decisions ...

LexisNexis

Senior Data Scientist I

Alpharetta, GA · On-site

Would you like to apply advanced actuarial science and machine learning to build predictive models ... By harnessing the power of data, our analytics team empowers insurers to make informed decisions ...

RELX

Senior Data Scientist I

Alpharetta, GA · On-site

Would you like to apply advanced actuarial science and machine learning to build predictive models ... By harnessing the power of data, our analytics team empowers insurers to make informed decisions ...

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

As of May 29, 2026, the average hourly pay for physics informed machine learning in Cumming, GA is $17.90, according to ZipRecruiter salary data. Most workers in this role earn between $11.15 and $22.74 per hour, depending on experience, location, and employer.

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 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.
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Physics Informed Machine Learning jobs near you
Embedded Software/Firmware Engineer (Full-time) Atlanta, GA - DK

Embedded Software/Firmware Engineer (Full-time) Atlanta, GA - DK

Central Business Solutions

Atlanta, GA • On-site

$99K - $135.60K/yr

Full-time

Posted 8 days ago

Job description

Job Purpose
The Embedded Software/Firmware Engineer is responsible for developing algorithms and code for real-time signal processing to include communication and data transfer between system level hardware and embedded hardware. The Embedded Software/Firmware Engineer develops designs based on embedded firmware systems, such as Field Programmable Gate Array (FPGA), Digital Signal Processors (DSPs), microcontrollers/computers, Application-Specific Integrated Circuits/systems (ASICs), and or Graphics Processor Units (GPUs). These designs also require development of documentation to support future reviews of design and enhancements. This position requires extensive knowledge of development environments for Xilinx and Altera (Intel) technologies, software development and configuration skills, and computer operating systems. The Embedded Software/Firmware Engineer applies engineering principles to firmware software creation and implementation of real-time hardware interface firmware and analysis, debugging, and testing of these systems.
Key Responsibilities
  • Design, test, and develop software packages to meet requirements and open system standards
  • Develop and maintain software and scripts to support software development and processes
  • Follow embedded software/firmware development processes
  • Contribute to research reports, white papers, and competitive proposals

Additional Responsibilities
  • Participate in the execution of projects, including attending technical meetings, completing assigned technical tasks, collaborating with colleagues, and presenting their research to the technical team and team leads.
  • Tasking will be assigned to leverage and expand the existing skills of the candidate, including system and application architecture and design, software development and test, software analysis
  • Contribute to the development of innovative concepts and programs of research to investigate, advance, and create understanding of emerging problems and solution opportunities in communications technology, systems, and applications domains.
  • Investigate, develop, and document technology approaches and solutions that produce valuable objective findings and outcomes for internal and sponsored research programs. Recognize, communicate, and report on objective findings and their implications and value.
  • Conduct solution and system design synthesis translating objectives into requirements, and requirements into physical architectures and solutions for networks of high complexity
  • Work with team members to develop AI/ML methods for controlling and optimizing the performance of communications systems
  • Develop expertise in software development, infrastructure, techniques, and tools
  • Support development of technical reports/presentations for projects of moderate/high complexity
  • Contribute to white papers and proposals with supporting background or data analysis
  • Contribute to technical reports/presentations of projects, journal articles, and conference presentations

Required Minimum Qualifications
  • Degree in Electrical Engineering, Computer Engineering, Physics, or related field
  • Candidates currently enrolled in an accredited degree program relevant to this position will be considered.
    • The candidate must have a graduation date of no later than May 2026.
  • The candidate should be familiar with software development concepts such as source control, agile development, and good coding practices
  • Experience developing on embedded platforms
  • Experience with use of C, C++, and Python
  • Experience using GIT and Confluence
  • Excellent verbal and written communication skills
  • Ability to work individually and as part of a team
  • Ability to work in a research environment where there are many unknowns and undiscovered paths
  • Ability to operate effectively, maintain productivity, and make well-reasoned decisions despite incomplete information and requirements, while elucidating objectives and target outcomes
  • Ability to be granted Secret Clearance

Preferred Qualifications
  • Active Secret Clearance
  • 5 years experience or more in professional embedded software development
  • MS or PhD in Electrical Engineering, Computer Engineering, Mathematics, Physics or related field
  • Experience in developing advanced communication systems, implementing or designing waveforms, and integrating communication implementations on SDR platforms
  • Strong background in electromagnetics, signal processing, mathematics, machine learning / artificial intelligence, or scientific algorithm development
  • Experience with electronic warfare threat systems
  • Proficiency in C/C++ software and systems design and implementation (C++11, C++20)
  • Experience with Linux operating systems
  • Proficiency with containerized software development, deployment, and security
  • Experience with cellular communications systems, technologies, and specifications, including ORAN
  • Experience with SOSA/MORE and/or CMOSS open architectures and platforms
  • Demonstrated recent experience in applied research and development

Travel Requirements
10% - 25% travel
Education and Length of Experience
  • 0 years of related experience with a Bachelor's degree in Electrical Engineering, Mathematics, Physics, Computer Engineering or realted.

Skills and Certifications [note: bold skills and certification are required]
C/C++
Python
Central Business Solutions, Inc(A Certified Minority Owned Organization)
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Central Business Solutions, Inc
37600 Central Court Suite 214 Newark CA, 94560
Phone: (833)247-8800 Fax: (510)-740-3677
Web: http://www.cbsinfosys.com

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