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Battery Modeling Jobs in Tennessee (NOW HIRING)

FIXX Energy

Category Buyer

Smyrna, TN · On-site

EV battery manufacturing, representing a foundation of deep technical expertise and large-scale ... Develop and implement TCO models for assigned commodities. * Analyze material, conversion ...

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FIXX Energy

Category Manager

Smyrna, TN · On-site

EV battery manufacturing, representing a foundation of deep technical expertise and large-scale ... Develop and implement TCO models for assigned commodities. * Analyze material, conversion ...

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SpaceXAI

Electrical Engineer - Memphis

Memphis, TN · On-site

Battery Storage Electrical Engineering (BESS, PCS, integration, controls) * Power Transmission ... Conduct failure mode analysis (FMEA), root cause investigations, and reliability modeling to ...

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SpaceXAI

Electrical Engineer - Memphis

Memphis, TN

Battery Storage Electrical Engineering (BESS, PCS, integration, controls) * Power Transmission ... Conduct failure mode analysis (FMEA), root cause investigations, and reliability modeling to ...

Hankook Battery

Material Control Associate

Carthage, TN · On-site

Knowledge of business and management principles involved in strategic planning, resource allocation, human resources modeling, leadership technique, production methods, and coordination of people and ...

Texas Instruments

You'll define, design, model, implement and document analog, digital, and RF integrated circuits ... storage, power supply, battery management, linear power and many more. Some of your ...

New

Texas Instruments

$16 - $20.75/hr

You'll define, design, model, implement and document analog, digital, and RF integrated circuits ... storage, power supply, battery management, linear power and many more. Some of your ...

New

Texas Instruments

You'll define, design, model, implement and document analog, digital, and RF integrated circuits ... storage, power supply, battery management, linear power and many more. Some of your ...

New

Texas Instruments

You'll define, design, model, implement and document analog, digital, and RF integrated circuits ... storage, power supply, battery management, linear power and many more. Some of your ...

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Battery Modeling information

What is battery modeling?

A Battery Modeling job involves developing and utilizing mathematical models to simulate the behavior, performance, and degradation of batteries. Engineers in this role create models to predict battery life, efficiency, and thermal characteristics, aiding in design optimization and system integration. They work with tools like MATLAB, Simulink, and machine learning techniques to simulate real-world conditions. Battery modelers collaborate with researchers and engineers to improve battery technology for applications in electric vehicles, renewable energy storage, and consumer electronics. The role requires expertise in electrochemistry, physics-based modeling, and data analysis.

What does someone in battery modeling do?

Professionals in Battery Modeling spend their days designing and simulating battery systems, analyzing test data, and refining computational models to predict battery performance and lifespan. They often collaborate with cross-functional teams including hardware engineers, chemists, and product designers to ensure models align with experimental results and real-world application needs. Regular responsibilities may also include preparing technical reports, staying updated on advances in battery technology, and supporting validation testing. This dynamic role offers a blend of independent analytical work and teamwork to drive impactful results in battery development.

What are the key skills and qualifications needed for battery modeling?

To thrive in Battery Modeling, you need a strong background in electrochemistry, applied mathematics, physics, or engineering, often supported by an advanced degree in these fields. Proficiency in simulation tools such as MATLAB, COMSOL Multiphysics, or Python, and familiarity with battery management systems and modeling software are typically required. Strong analytical thinking, problem-solving abilities, and effective collaboration skills help set candidates apart. These capabilities are crucial for developing accurate battery models, driving innovation, and working effectively within multidisciplinary research or engineering teams.

What are the most commonly searched types of Battery Modeling jobs in Tennessee?

The most popular types of Battery Modeling jobs in Tennessee are:

What are popular job titles related to Battery Modeling jobs in Tennessee?

For Battery Modeling jobs in Tennessee, the most frequently searched job titles are:

What job categories do people searching Battery Modeling jobs in Tennessee look for?

The top searched job categories for Battery Modeling jobs in Tennessee are:

What cities in Tennessee are hiring for Battery Modeling jobs?

Cities in Tennessee with the most Battery Modeling job openings:

Battery Modeling jobs near you
Infographic showing various Battery Modeling job openings in Tennessee as of August 2026, with employment types broken down into 100% Full Time. Highlights an 100% In-person job distribution.

Lead Engineer (Battery Storage)

Pantera Capital

Memphis, TN • On-site

$150 - $190/hr

Other

Posted 11 days ago

Key responsibilities

  • Design, build, operate, and maintain electrical infrastructure for AI training campuses, focusing on high-capacity power systems.

  • Own the architecture, sizing, controls, safety case, and grid-forming behavior of the battery energy storage system (BESS).

  • Manage the plant controller and EMS functional specifications, including dispatch, state-of-charge management, peak shaving, and islanding.

Job description

SpaceXAI’s mission is to create AI systems that can accurately understand the universe and aid humanity in its pursuit of knowledge. Our team is small, highly motivated, and focused on engineering excellence. This organization is for individuals who appreciate challenging themselves and thrive on curiosity. We operate with a flat organizational structure. All employees are expected to be hands-on and to contribute directly to the company’s mission. Leadership is given to those who show initiative and consistently deliver excellence. Work ethic and strong prioritization skills are important. All employees are expected to have strong communication skills. They should be able to concisely and accurately share knowledge with their teammates.

ABOUT THE ROLE:

Join the High Power Engineering team supporting SpaceXAI to design, build, operate, and maintain electrical infrastructure for AI training campuses. As a Lead Engineer for Battery Storage, you will work with a small on-site team to scale high-capacity power systems on a schedule set by compute demand. The position is based in Memphis, TN, with potential travel to other sites.

RESPONSIBILITIES:
  • Own the storage fleet as a power plant, not as an accessory: architecture, sizing, controls, safety case, and grid-forming behavior that lets the campus ride through compute step loads and generation contingencies.
  • Own BESS architecture: pack-to-MV-transformer grouping, string composition, medium-voltage collection topology, string-level protection, and physical block layout including spacing per NFPA 855.
  • Own sizing; translate compute duty cycles — step loads, training-job ramps, actual-versus-nameplate utilization — into power and energy requirements.
  • Own inverter control strategy: grid-forming versus grid-following, droop and virtual inertia, fault-current contribution, ride-through, and coordination with generation governors and excitation.
  • Own the plant controller and EMS functional specification: dispatch, state-of-charge management, peak shaving, spinning-reserve emulation, islanding, and black-start participation.
  • Own the fire and life-safety case: UL 9540 and 9540A basis, thermal runaway propagation, deflagration venting, water supply, emergency response plan, and AHJ engagement.
  • Own the OEM relationship: technical requirements, factory testing, performance guarantees, and degradation and augmentation planning.
  • Direct Design, Commissioning, Ops/Build, Network, Civil, and Program Manager seats on Battery Storage as those seats fill.
BASIC QUALIFICATIONS:
  • Bachelor's degree in electrical engineering, computer engineering, physics, or another engineering discipline.
  • 8+ years in power systems engineering.
  • 4+ years directly on utility-scale or large commercial and industrial battery energy storage.
PREFERRED SKILLS AND EXPERIENCES:
  • Experience sizing storage against a real duty cycle rather than a rule of thumb.
  • Working knowledge of NFPA 855, UL 9540 and 9540A, IEEE 1547, and IEEE 2800.
  • Utility-scale BESS fleet experience at large pack counts.
  • Deep understanding of grid-forming inverter control and its interaction with synchronous machines.
  • PSCAD or other EMT modeling of inverter-based resources.
  • Professional Engineering license or intention to actively seek a PE license.
  • Experience building and leading an engineering team from the first hire.
ADDITIONAL REQUIREMENTS:
  • Perform hands-on work in all environments (heat, cold, rain), in tight quarters or at heights.
  • Work extended hours and weekends as needed to support construction, energization, and operations.
  • Remain focused in hazardous environments while wearing appropriate PPE.
  • Lift up to 25 lbs. unassisted.
  • Provide 24/7 on-call support for emergencies.
  • Willing to work on-site in Memphis, TN. This is not a remote or hybrid role.
  • Travel up to 25% for factory witness testing, vendor and OEM engagement, and supporting other sites.
  • Valid driver's license.

SpaceXAI is an equal opportunity employer. For details on data processing, view our Recruitment Privacy Notice.

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