ZipRecruiter

Log In

1

Physics Informed Machine Learning Jobs in Mesquite, TX

Neara

Forward Deployed Engineer - USA (Dallas)

Dallas, TX · On-site

$130K - $200K/yr

We use advanced machine learning to create engineering-grade, physics enabled digital twins of electricity grids across four continents, this helps asset owners understand their biggest challenges ...

AIIR Holdings Inc.

HVAC System Engineer

Addison, TX · On-site

... machine learning technology. Our flagship product, the AIIR Intelligent HVAC system, delivers ... Thorough knowledge of the engineering fundamentals and the underlying physics of HVAC systems.

AIIR

HVAC System Engineer

Addison, TX · On-site

... machine learning technology. Our flagship product, the AIIR Intelligent HVAC system, delivers ... Thorough knowledge of the engineering fundamentals and the underlying physics of HVAC systems.

Prattwhitney

Algorithm Principal Systems Engineer

Plano, TX · On-site

$107.50 - $204.50/hr

Bachelor's degree in a STEM discipline such as engineering, physics, or mathematics. * Eight (8) ... machine learning. * UNIX/Linux proficiency and proven programming skills in C/C++ and MATLAB or ...

Pwc

CTIO - AI Engineer- Senior Manager

Dallas, TX · On-site

$91K - $321K/yr

... informed decision-making and driving business growth. Within our Internal Firm Services practice ... the implementation of machine learning algorithms and predictive modeling techniques ...

Pwc

CTIO - AI Engineer- Senior Manager

Fort Worth, TX · On-site

$91K - $321K/yr

... informed decision-making and driving business growth. Within our Internal Firm Services practice ... the implementation of machine learning algorithms and predictive modeling techniques ...

Pwc

CTIO AI Engineering Manager

Dallas, TX · On-site

$73K - $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

CTIO AI Engineering Manager

Fort Worth, TX · On-site

$73K - $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

AI Solutions Engineering Delivery Lead

Fort Worth, TX · On-site

$98K - $129K/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 ...

previous page

Showing results 41-60

All JobsPhysics Informed Machine Learning JobsPhysics Informed Machine Learning Jobs in Mesquite, TX

Physics Informed Machine Learning information

See Mesquite, TX salary details

$4

$18

$23

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

As of Aug 22, 2026, the average hourly pay for physics informed machine learning in Mesquite, TX is $18.24, according to ZipRecruiter salary data. Most workers in this role earn between $11.35 and $23.17 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 are popular job titles related to Physics Informed Machine Learning jobs in Mesquite, TX?

For Physics Informed Machine Learning jobs in Mesquite, TX, the most frequently searched job titles are:

What job categories do people searching Physics Informed Machine Learning jobs in Mesquite, TX look for?

The top searched job categories for Physics Informed Machine Learning jobs in Mesquite, TX are:

What cities near Mesquite, TX are hiring for Physics Informed Machine Learning jobs?

Cities near Mesquite, TX with the most Physics Informed Machine Learning job openings:

Physics Informed Machine Learning jobs near you

Forward Deployed Engineer - USA (Dallas)

Neara

Dallas, TX • On-site

$130K - $200K/yr

Full-time

Re-posted 4 days ago

Job description

Imagine having the power to stress-test an entire power grid against a hurricane or thunderstorm before the clouds even gather. That is the reality we are creating at Neara.
We use advanced machine learning to create engineering-grade, physics enabled digital twins of electricity grids across four continents, this helps asset owners understand their biggest challenges and bring the most viable solutions to life across millions of kilometres of infrastructure.
By simulating extreme weather and structural stress at a network-wide scale, we empower the world's largest utilities to pinpoint risks, optimise investments and build a more resilient global energy future.
Our team is a collection of brilliant minds who are fanatical about making a tangible difference in the real world, utilising AI and machine learning to accelerate everything from data classification to complex scenario analysis. We have built a special culture where innovation thrives because everyone owns the mission and we need smart, creative people to help us scale this impact to every corner of the globe.
We are seeking a Forward Deployed Engineer to be the technical expert for our most strategic enterprise customers. This role is a critical blend of technical consulting and hands-on software development. You will be embedded with our customers, designing and building custom, high-impact solutions on and integrated with the Neara platform to unlock new capabilities, automate complex workflows, and drive maximum business value.
You will be the primary technical architect responsible for the creation of tailored customer solutions, working directly with customer engineers and business stakeholders. You are a developer and consultant rolled into one: a proactive problem-solver with a knack for communicating complex technical concepts to diverse audiences.
What You Will Do:
  • Actively use the Neara SDK and our platform's APIs to develop custom solutions that extend the platform's functionality. This includes:
    • Building custom, high-impact features using the Neara SDK, which will involve writing code in Typescript/Javascript and our platform's declarative scripting language to automate project changes, integrate real-time third-party data, and manipulate the network model.
    • Developing custom visualizations, calculations, and advanced data analysis features.
    • Creating tailored user interface elements to simplify and automate complex user workflows.
    • Building robust integrations using our platform's APIs to synchronize project data with external enterprise systems.
  • Serve as the trusted deep technical advisor to customers, translating complex business needs into clear, actionable technical designs and implementation strategies.
  • Lead targeted, hands-on training and workshops focused on the Neara SDK, API, and best practices for custom solution development, ensuring customers can maintain and evolve the solutions you build.
  • Work closely with adjacent teams to identify emerging customer needs and strategic opportunities for leveraging custom development to fuel account growth.
  • Lead configuration, reporting, and data integration efforts to ensure the Neara platform is meticulously aligned with the customer's technical environment and strategic priorities.

Who You Are:
  • Experience as a Software Engineer or Forward-Deployed Engineer building and delivering custom technical solutions at the enterprise level. Experience working with customers directly or in a consulting capacity is ideal.
  • Strong experience in TypeScript, JavaScript, Java, and Python; proficient with modern development tools including Git, Node, npm, and the terminal/command line.
  • Proven ability to rapidly understand and utilize proprietary SDKs and RESTful APIs (following the OpenAPI Specification) to build robust, integrated solutions.
  • Skilled in data analysis, integration, and building tailored tools (e.g., macros, data pipelines) to deliver maximum customer value.
  • Exceptional ability to communicate complex technical topics clearly to both engineers and executives, driving consensus and empowering customers.

What we offer:
  • A highly competitive compensation package, including a significant equity component, ensuring you directly benefit from the company's success and your impact on critical infrastructure.
  • The rare opportunity to work on a cutting-edge, 3D physics-enabled platform that is preventing disasters and shaping the future of resilient infrastructure.
  • This role is a direct path to becoming a highly sought-after technical leader, bridging software engineering, deep technical consulting, and solution architecture for enterprise customers.
  • You won't just use our platform; you'll shape its evolution by feeding real-world enterprise needs directly back into the product roadmap.
  • Enjoy flexible hours and working arrangements designed to help you do your best work from where you work best.

#LI-BH1 #LI-DNP

Apply