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Battery Machine Learning Jobs in Texas (NOW HIRING)

Production Operator

Austin, TX · On-site

$23 - $25/hr

... edge battery storage systems. You will be responsible for the mechanical assembly of products ... Operate production machinery and equipment safely while ensuring consistent output across all ...

... edge battery storage systems. You will be responsible for the mechanical assembly of products ... Operate production machinery and equipment safely while ensuring consistent output across all ...

Manufacturing Associate

Austin, TX · On-site

$23 - $25/hr

... edge battery storage systems. You will be responsible for the mechanical assembly of products ... Operate production machinery and equipment safely while ensuring consistent output across all ...

... edge battery storage systems. You will be responsible for the mechanical assembly of products ... Operate production machinery and equipment safely while ensuring consistent output across all ...

... edge battery storage systems. You will be responsible for the mechanical assembly of products ... Operate production machinery and equipment safely while ensuring consistent output across all ...

Production Associate

Austin, TX · On-site

$23 - $25/hr

... edge battery storage systems. You will be responsible for the mechanical assembly of products ... Operate production machinery and equipment safely while ensuring consistent output across all ...

... edge battery storage systems. You will be responsible for the mechanical assembly of products ... Operate production machinery and equipment safely while ensuring consistent output across all ...

Assembler

Austin, TX · On-site

$23 - $25/hr

... edge battery storage systems. You will be responsible for the mechanical assembly of products ... Operate production machinery and equipment safely while ensuring consistent output across all ...

Line Operator 2 (2nd Shift)

Forney, TX · On-site

$15 - $18.50/hr

... edge Battery Energy Storage Systems (BESS) accessible to more people than ever before. We're ... The Machine Operator II role requires a deeper understanding of machine processes and a proactive ...

Line Operator 2 (2nd Shift)

Forney, TX · On-site

$15 - $18.50/hr

... edge Battery Energy Storage Systems (BESS) accessible to more people than ever before. We're ... The Machine Operator II role requires a deeper understanding of machine processes and a proactive ...

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Battery Machine Learning information

What are the key skills and qualifications needed to thrive as a Battery Machine Learning Engineer, and why are they important?

To thrive as a Battery Machine Learning Engineer, you need a strong background in machine learning, data analysis, and battery science, typically supported by a degree in engineering, computer science, or a related field. Familiarity with Python, TensorFlow or PyTorch, data processing tools, and battery management system (BMS) software is highly valued. Strong problem-solving skills, collaboration, and effective communication set standout professionals apart in this role. These skills are essential to develop accurate predictive models that optimize battery performance and longevity, driving innovation in energy storage technologies.

What are some common challenges faced by professionals working in Battery Machine Learning roles?

Professionals in Battery Machine Learning often encounter challenges related to limited or noisy datasets, as battery performance data can be expensive and time-consuming to collect. Additionally, integrating domain knowledge from electrochemistry with advanced machine learning techniques requires strong interdisciplinary collaboration. Staying up-to-date with both the latest AI methods and battery technology advancements is essential but can be demanding. Collaborating closely with researchers, engineers, and data scientists is a key aspect of the role, as projects frequently depend on cross-functional teamwork to translate predictive insights into practical battery innovations.

What is battery machine learning and what do professionals in this field do?

Battery machine learning involves the application of machine learning algorithms to analyze, predict, and optimize the performance, lifespan, and safety of batteries. Professionals in this field work on developing data-driven models to forecast battery degradation, enhance energy management systems, and improve battery design. Their work is crucial in sectors such as electric vehicles, renewable energy storage, and consumer electronics, where battery efficiency and reliability are key. By leveraging large datasets from battery usage and testing, they help accelerate innovation and reduce costs in battery technology.
What are popular job titles related to Battery Machine Learning jobs in Texas? For Battery Machine Learning jobs in Texas, the most frequently searched job titles are:
What job categories do people searching Battery Machine Learning jobs in Texas look for? The top searched job categories for Battery Machine Learning jobs in Texas are:
What cities in Texas are hiring for Battery Machine Learning jobs? Cities in Texas with the most Battery Machine Learning job openings:
Infographic showing various Battery Machine Learning job openings in Texas as of May 2026, with employment types broken down into 100% Full Time. Highlights an 100% In-person job distribution.

Sr. Pyrometallurgical Process Engineer

Mariana Minerals

Houston, TX • On-site

$130K - $160K/yr

Full-time

Posted yesterday


Job description

About Mariana Minerals
Mariana Minerals is a software-first, vertically integrated minerals company on a mission to supply the critical minerals powering modern energy, AI, and defense technologies. We're reimagining the minerals supply chain by combining deep industry expertise with advanced software, automation, and data-driven decision-making.
The Role
Mariana Minerals is looking for a highly motivated Pyrometallurgical Process Engineer to help build the critical minerals supply chain supporting the world's energy transition.
As a Pyrometallurgical Process Engineer at Mariana Minerals, you will lead the development and deployment of first-of-its-kind high-temperature refining and thermal processing systems. You will play a central role in designing, modeling, scaling, and commissioning pyrometallurgical unit operations, while supporting development of software tools for capital project execution and automated plant optimization.
Responsibilities include leading equipment and process scopes from concept and modeling validation through detailed engineering, installation, commissioning, ramp-up, and handover to operations.
What You'll Do
  • Lead pyrometallurgical process scopes from early concept development and thermodynamic modeling through procurement, detailed engineering, fabrication, installation, commissioning, and ramp-up
  • Develop detailed heat and material balances for high-temperature process trains, including drying, calcination, roasting, reduction, smelting, converting, slag cleaning, refining, and off-gas treatment
  • Design and validate thermal process flowsheets and PFDs/P&IDs for pyrometallurgical circuits, ensuring safety, reliability, and scalability
  • Build first-principles thermodynamic and kinetic models for high-temperature reactors and furnaces (e.g., rotary kilns, calciners, electric arc furnaces, submerged arc furnaces, reverberatory furnaces, flash smelters) to support scale-up and commercial deployment
  • Model and optimize phase equilibria, slag chemistry, metal recovery, refractory performance, and energy efficiency
  • Define specifications and operating envelopes for high-temperature process equipment, burners, power systems, refractory linings, and gas-handling systems
  • Identify, evaluate, and implement process improvements to maximize metal recovery, minimize energy consumption, control emissions, and ensure stable furnace operation under varying feedstock chemistries
  • Collaborate closely with R&D, lab teams, and pilot-plant engineers to translate bench- and pilot-scale findings into robust commercial pyrometallurgical designs
  • Work with environmental and controls teams to design and optimize off-gas handling systems (e.g., cyclones, baghouses, scrubbers, thermal oxidizers, heat-recovery systems)
  • Partner with software and machine-learning teams to automate process-engineering workflows and develop advanced control, optimization, and digital-twin models for high-temperature reactors and furnaces

What You'll Bring
  • Strong understanding of engineering fundamentals and demonstrated ability to leverage the understanding to solve challenging problems
  • Strong foundation in chemical engineering, metallurgical engineering, or process engineering, with demonstrated ability to apply engineering fundamentals to complex pyrometallurgical systems
  • Experience with equipment engineering and design. Including but not limited to:
  • Brownfield modifications and upgrades of process equipment (e.g., leach tanks, reactors, filtration systems, solvent extraction circuits)
  • Greenfield design of hydrometallurgical unit operations and integrated circuits
  • Troubleshooting, evaluation, and optimization of operating pyrometallurgical or chemical-process equipment
  • Experience with the following industries and/or production environments:
  • Pyrometallurgical mineral processing or metal refining
  • Large-scale mining, critical-minerals processing, or battery-materials production
  • Industrial chemical manufacturing with complex aqueous/chemical reaction systems
  • Engineering, procurement, and construction (EPC/EPCM) firms supporting mining and mineral processing industry projects

Why Join Us?
At Mariana Minerals, you'll be part of a mission-driven team reshaping the way critical minerals are sourced and supplied globally. You'll have the autonomy to make big decisions, the tools to innovate, and a culture that values ownership, smart automation, and collaboration.
Our culture is built on three principles:
Extreme Ownership - We take full responsibility for outcomes, relentlessly driving toward solutions.
Engineer Out Requirements, then Automate - We simplify, optimize, and then automate for scale.
Share Your Legos - We collaborate openly, share knowledge, and empower each other to build bigger, better solutions.
Join us as we build the future of responsible mineral sourcing and supply.
Mariana is an Equal Opportunity Employer. We celebrate diversity and are committed to creating an inclusive environment for all employees. We do not discriminate on the basis of race, color, religion, sex, sexual orientation, gender identity, national origin, age, disability, veteran status, or any other protected status.