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Physics Informed Machine Learning Jobs in Fort Myers, FL

Python) * 3+ years of end-to-end machine learning model development experience (e.g. problem ... physics or engineering What You'll Get: * Up to 40% off any standard Hertz Rental * Paid Time Off

Physics Informed Machine Learning information

See Fort Myers, FL salary details

$4

$18

$23

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

As of Aug 18, 2026, the average hourly pay for physics informed machine learning in Fort Myers, FL is $18.73, according to ZipRecruiter salary data. Most workers in this role earn between $11.68 and $23.80 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 Fort Myers, FL?

For Physics Informed Machine Learning jobs in Fort Myers, FL, the most frequently searched job titles are:

What job categories do people searching Physics Informed Machine Learning jobs in Fort Myers, FL look for?

The top searched job categories for Physics Informed Machine Learning jobs in Fort Myers, FL are:

What cities near Fort Myers, FL are hiring for Physics Informed Machine Learning jobs?

Cities near Fort Myers, FL with the most Physics Informed Machine Learning job openings:

Senior Data Scientist - Fleet Analytics

Hertz

Estero, FL • On-site

$94.50 - $115.50/hr

Other

Medical, Dental, Vision, Retirement, PTO

Re-posted 29 days ago


Hertz rating

6.3

Company rating: 6.3 out of 10

Based on 197 frontline employees who took The Breakroom Quiz

139th of 174 rated vehicle equipment hire


Job description

The Company

Hertz is one of the largest global mobility organizations and is currently undergoing a significant digital transformation. Hertz is committed to becoming an essential component of the modern mobility ecosystem which includes leading in digital-first customer experience, shared mobility and electrification.

The salary range for this position is starting at $105,000; commensurate with experience.

The Role

At Hertz, we are at the forefront of innovation, leveraging cutting-edge technologies to build the best damage management technologies in the transportation industry. We want the brightest AI & ML minds to join our Damage Science Team to help us develop and/or maintain capabilities. Examples of projects the team work on include the below:

  • Rationalize Repair Estimates and Invoices with Large Language Models (LLMs): Implement sophisticated LLMs to make intelligent repair routing decisions, ensuring repairs are conducted efficiently and cost-effectively.

  • Forecast Repair Needs: Develop models to predict future repair & maintenance needs based on historical data and trends.

  • Optimize Decision Making: Create models to determine if we should keep/sell/salvage a vehicle.

  • Demand Planning: Forecast customer demand at a given location at a given time.

What You Will Do:
  • Formulate the strategic and tactical steps to carry out the model development lifecycle end-to-end (i.e. problem statement definition, exploratory data analysis, feature engineering, model development / tuning, and model implementation).

  • Build and maintain descriptive, predictive, and prescriptive models to measure the performance of the new products and services

  • Define and implement best practices to generate accurate analytics, reports, visualizations, and dashboards to explain results simply and succinctly to technical, non-technical, and senior management

  • Build partnerships and work cross-functionally to identify use cases and opportunities to enhance operational efficiency and drive business value through positive impact on OKRs.

  • Work with an owner mentality to drive business impact even if that means supporting pipeline creation or decision support analytics.

What We are Looking For:
  • 5 years hands-on experience in a data scientist role

  • 3+ years of data querying languages (e.g. SQL) and scripting languages (e.g. Python)

  • 3+ years of end-to-end machine learning model development experience (e.g. problem statement definition, exploratory data analysis, feature engineering, model development / tuning, and deployment)

  • Demonstrated experience using machine learning to drive a business impact

  • Experience in a ML or data scientist role with car rental or technology company.

  • Bachelor or Masters degree in Computer Science, or other quantitative discipline such as statistics, mathematics, physics or engineering

What You’ll Get:
  • Up to 40% off any standard Hertz Rental

  • Paid Time Off

  • Medical, Dental & Vision plan options

  • Retirement programs, including 401(k) employer matching

  • Paid Parental Leave & Adoption Assistance

  • Employee Assistance Program for employees & family

  • Educational Reimbursement & Discounts

  • Voluntary Insurance Programs - Pet, Legal/Identity Theft, Critical Illness

  • Perks & Discounts –Theme Park Tickets, Gym Discounts & more

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