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Physics Informed Machine Learning Jobs in Saddle Brook, NJ

Applied Physics

Data Scientist

New York, NY · On-site

Applied Physics is seeking a Data Scientist experienced with a diverse array of data types to join ... analysis, machine learning, information visualization, as well as others. Responsibilities:

Schrodinger

Machine Learning Force Field Scientist

New York, NY · On-site

$120K - $175K/yr

  • Medical

  • Dental

  • Vision

  • Retirement

  • PTO

We're seeking a Machine Learning (ML) Scientist to join us in our mission to transform the ... Schrodinger has pioneered a physics-based software platform that enables discovery of high-quality ...

Applied Physics

Data Scientist

New York, NY

Applied Physics is seeking a Data Scientist experienced with a diverse array of data types to join ... analysis, machine learning, information visualization, as well as others. Responsibilities:

Schrödinger

Machine Learning Force Field Scientist

New York, NY · On-site

$120K - $175K/yr

  • Medical

  • Dental

  • Vision

  • Retirement

  • PTO

We're seeking a Machine Learning (ML) Scientist to join us in our mission to transform the ... Schrödinger has pioneered a physics-based software platform that enables discovery of high-quality ...

Grubhub

Senior Staff Machine Learning Engineer

New York, NY · On-site

$114K - $157K/yr

  • Medical

  • Dental

  • Vision

  • Retirement

  • PTO

MS/PhD in a quantitative discipline (Computer Science, Math, Physics, Engineering, Statistics or other technical field) or equivalent experience * 8+ years building and shipping machine learning ...

Lola.com

Senior Machine Learning Engineer

Manhattan, NY · On-site

$150 - $180/hr

  • Medical

  • Dental

  • Vision

  • Retirement

  • PTO

We're building the physical AI layer for HVAC: sensors plus physics-based intelligence that turn ... As our Senior Machine Learning Engineer, you'll own the intelligence layer of Thalo's platform. We ...

New

Grubhub

Senior Staff Machine Learning Engineer

New York, NY

$114K - $157K/yr

  • Medical

  • Dental

  • Vision

  • Retirement

  • PTO

MS/PhD in a quantitative discipline (Computer Science, Math, Physics, Engineering, Statistics or other technical field) or equivalent experience * 8+ years building and shipping machine learning ...

Jobzhr

Software Engineer, Machine Learning

Manhattan, NY · On-site

$184 - $257/hr

Software Engineer, Machine Learning Responsibilities: * Collaborate with cross-functional teams ... rules of physics. Meta is proud to be an Equal Employment Opportunity and Affimative Action ...

New

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Physics Informed Machine Learning information

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

As of Aug 20, 2026, the average hourly pay for physics informed machine learning in Saddle Brook, NJ is $21.12, according to ZipRecruiter salary data. Most workers in this role earn between $13.17 and $26.83 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 cities near Saddle Brook, NJ are hiring for Physics Informed Machine Learning jobs?

Cities near Saddle Brook, NJ with the most Physics Informed Machine Learning job openings:

Physics Informed Machine Learning jobs near you

Data Scientist

Applied Physics

New York, NY • On-site

Full-time

Re-posted 4 days ago

Job description

Applied Physics is seeking a Data Scientist experienced with a diverse array of data types to join our dynamic and multidisciplinary team of independent and entrepreneurial computer scientists and engineers. In this role, you will collaborate with scientists and researchers in various areas, including data analysis, compression, text processing, graph analysis, machine learning, information visualization, as well as others.


Responsibilities:

  • Collaborate with scientists and researchers in various areas to develop state-of-the-art algorithms, software, and computer systems solutions to challenging problems.
  • Assess the requirements for data science research from Applied Physics and the Advanced Propulsion Laboratory.
  • Engage with other developers frequently to share relevant knowledge, opinions, and recommendations, working to fulfill deliverables as a team.
  • Design technical solutions independently, participating as a member of a multidisciplinary team to analyze client requirements and designs, and implementing software and performing analyses to address these needs.
  • Develop and integrate components for creating an operational information and knowledge discovery system.

Requirements

  • Bachelor’s degree in computer science, computer engineering, or related field, or the equivalent combination of education and related experience.
  • Comprehensive knowledge of one or more of the following: high-performance computing, scientific data analysis, statistical analysis, computer security, systems programming, and/or large-scale data management.
  • Skilled in all phases of software development, including but not limited to feasibility requirements, design, implementation, integration, testing, and deployment.
  • Experience developing software with C++, C, Java, Python, R, or Matlab, software applications in Linux, UNIX, Windows environments, data analysis algorithms, data management approaches, relational databases, or machine learning algorithms.
  • Ability to successfully handle multiple time-sensitive projects across several disciplines.
  • Proficient verbal and written communication skills necessary to effectively collaborate in a team environment and present and explain technical information.

Benefits

We offer a competitive salary and benefits package, flexible work hours, and opportunities for growth and career development. Join our dynamic and passionate team and help us make a positive impact on the world.

If you are a talented, motivated, and empathetic individual who shares our passion for making a difference, we encourage you to apply for this exciting opportunity to work with our team at Applied Physics. Applied Physics is an equal opportunity employer.