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Physics Informed Machine Learning Jobs in Manchester, NH

Eng Prin - SW

Merrimack, NH · On-site

$128K - $177K/yr

Our team uses advanced machine learning-based algorithms to enable fast adaption for new and ... Establish communication to keep management informed of the function's progress and results. * Use ...

Software Engineer

Bedford, NH · On-site

$112K - $179K/yr

Artificial intelligence (reasoning, probabilistic inference, machine learning Qualifications * 5 ... Physics, or related scientific/engineering discipline. * Ability and desire to quickly acquire ...

Software Engineer

Bedford, NH · On-site

$112K - $179K/yr

Artificial intelligence (reasoning, probabilistic inference, machine learning Qualifications * 5 ... Physics, or related scientific/engineering discipline. * Ability and desire to quickly acquire ...

Artificial intelligence (reasoning, probabilistic inference, machine learning Qualifications * 5 ... Physics, or related scientific/engineering discipline. * Ability and desire to quickly acquire ...

Knowledge of integrated circuit design, semiconductor devices, and semiconductor physics ... Familiarity with automation, machine learning, AI-assisted engineering tools, or advanced ...

Hardware Engineer

Bedford, NH · On-site

$135K - $216K/yr

Artificial intelligence (reasoning, probabilistic inference, machine learning In this position, as ... Physics, or related scientific/engineering discipline * US Citizenship * Active Secret Clearance ...

Knowledge of integrated circuit design, semiconductor devices, and semiconductor physics ... Familiarity with automation, machine learning, AI-assisted engineering tools, or advanced ...

Knowledge of integrated circuit design, semiconductor devices, and semiconductor physics ... Familiarity with automation, machine learning, AI-assisted engineering tools, or advanced ...

Showing results 21-40

Physics Informed Machine Learning information

See Manchester, NH salary details

$5

$19

$25

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

As of Sep 7, 2026, the average hourly pay for physics informed machine learning in Manchester, NH is $19.98, according to ZipRecruiter salary data. Most workers in this role earn between $12.45 and $25.38 per hour, depending on experience, location, and employer.

What is a physics informed machine learning?

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 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 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 job categories do people searching Physics Informed Machine Learning jobs in Manchester, NH look for?

The top searched job categories for Physics Informed Machine Learning jobs in Manchester, NH are:

What cities near Manchester, NH are hiring for Physics Informed Machine Learning jobs?

Cities near Manchester, NH with the most Physics Informed Machine Learning job openings:

Principal Software Engineer - Algorithm Team with Security Clearance

BAE Systems

Merrimack, NH • On-site

$118K - $200K/yr

Other

Medical, Dental, Vision, Life, Retirement, PTO

Re-posted yesterday


BAE Systems rating

8.4

Company rating: 8.4 out of 10

Based on 151 frontline employees who took The Breakroom Quiz

9th of 49 rated military and defense


Job description

Job Description See what you're missing. Our employees work on the world's most advanced electronics -from detecting threats for F-35 pilots to illuminating the night for soldiers. Spanning air, land, sea, and space, we are developing the technology of tomorrow, delivered today. Drawing strength from our differences, we're innovating for the future. And you can, too. Our engineers are the lifeblood of our company and we're more than 5,000 strong. We offer a flexible "9/80" schedule with every other Friday off. Additionally, with our robust offering of educational and career development opportunities, your chances to grow are limitless. In Countermeasure & Electromagnetic Attack Solutions, we provide next-generation threat detection and countermeasure solutions to provide unparalleled electronic warfare capabilities to enhance mission survivability. Job Description
We are looking for talented Principal Level Software engineers to help us create the world's most advanced solutions in areas such as Signals Intelligence (SIGINT), Aircraft Protection, Radar Warning and Electronic Attack for our defense related customers. Our products provide critical mission capabilities to address the ever-evolving challenges and threats to our nation's security and the war fighter. You will be an integrated team member, with leadership opportunities, collaborating with Systems, Hardware, and Test engineers in one or more of the phases of Project Planning, Requirements Development, Design, Development, Integration and Testing. You will prepare design and project documentation intended to be used within complex programs or across sets of programs in accordance with established processes. You will provide technical leadership, project management, and guidance for the software engineering development activities. We will provide you opportunities to learn, leverage our current technologies, incorporate new technologies, and be a leader in our engineering organization. We put our customers first - exemplified by our mission: "We Protect Those Who Protect Us®." Job Responsibilities
* Opportunities are available as a technical lead on the program where you will mentor your team and present the technical design at technical interchange meetings with the customer. * Duties include analyzing, designing, coding and code modification (typically in C++) of complex software and algorithm designs for simple systems or subsystems or subsystems of larger systems. * Evaluate complex software designs to identify design flaws.
* Establish communication to keep management informed of the function's progress and results.
* Use existing processes and evolve processes to utilize the most effective new techniques as they become available, assuring the use of methodologies which minimize both design cost and product cost.
* Provide, directly or indirectly, top level technical leadership for the assigned design discipline(s) including selection and exploitation of promising new technologies, long-term goals, etc.
* Ensure effective communication between assigned engineers and all other participants in the design process.
* Subject Matter Expertise in Algorithm Design with Electro-optical Infra-red or related technologies. Required Education, Experience, & Skills * Bachelor's Degree in computer science, computer engineering, or related field, and minimum of 6 years work experience or equivalent experience; or a Master's degree plus a minimum of 4 years of relevant experience.
* Current Secret Security Clearance (active within 2 years)
* Machine Learning and/or Algorithm development
* Embedded software development or software application development experience
* Experience with software engineering processes, methodologies, and tools
* Extensive background in embedded and/or application software development in one or more: C++, Python, Java Preferred Education, Experience, & Skills * Master's Degree in Computer Science or Computer Engineering
* Previous experience with Electro-Optical/Infrared Image processing
* Previous experience in technical/project team leadership
* Experience performing software testing, validation, and verification activities
* Experience with algorithm development and optimization in C++, CUDA, or Open CL
* Experience or background with advanced math and physics
* Full Life-Cycle Software development
* Requirements Creation
* Trade Studies
* GPU Experience
* Software automated test development and execution
* Agile Development experience
* Model Based System Engineering
* Experience creating and/or working with Digital Twins
* Experience presenting to and working with government customers
* Object-Oriented language proficiency
* Software algorithm development and optimization Pay Information
Full-Time Salary Range: $118095 - $200762 Please note: This range is based on our market pay structures. However, individual salaries are determined by a variety of factors including, but not limited to: business considerations, local market conditions, and internal equity, as well as candidate qualifications, such as skills, education, and experience. Employee Benefits: At BAE Systems, we support our employees in all aspects of their life, including their health and financial well-being. Regular employees scheduled to work 20+ hours per week are offered: health, dental, and vision insurance; health savings accounts; a 401(k) savings plan; disability coverage; and life and accident insurance. We also have an employee assistance program, a legal plan, and other perks including discounts on things like home, auto, and pet insurance. Our leave programs include paid time off, paid holidays, as well as other types of leave, including paid parental, military, bereavement, and any applicable federal and state sick leave. Employees may participate in the company recognition program to receive monetary or non-monetary recognition awards. Other incentives may be available based on position level and/or job specifics. About BAE Systems Electronic Systems BAE Systems, Inc. is a defense, aerospace, and security company headquartered in Falls Church, Virginia, with more than 40,000 employees worldwide. We serve, supply, and protect those who protect us. As one of the most geographically diverse international defense companies, we deliver a full range of products and services spanning air, land, maritime, space, and cyber, including advanced electronics, intelligence solutions, and dedicated customer support. Our culture is performance-driven and values-led, built on curiosity, creativity, and collaboration. Purpose isn't a tagline here. It's what drives us. We're developing breakthrough technologies that defend national security and make a lasting impact on our communities and our planet. When you join BAE Systems, you're not just building a career. You're contributing to a mission that truly matters. This position will be posted for at least 5 calendar days. The posting will remain active until the position is filled, or a qualified pool of candidates is identified.

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About BAE Systems

Sourced by ZipRecruiter

At BAE Systems, we provide some of the world's most advanced, technology-led defence, aerospace and security solutions. We employ a skilled workforce of more than 93,000 in around 40 countries. Working with customers and local partners, we develop, engineer, manufacture, and support products and systems to deliver military capability, protect national security and people, and keep critical information and infrastructure secure.

Industry

National security and international affairs and it services

Company size

10,000+ Employees

Headquarters location

Falls Church, VA, US