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Machine Learning Engineer Jobs in Tyler, TX (NOW HIRING)

P&C Lead Test Engineer

Tyler, TX · On-site

$96K - $127K/yr

Build an environment focused on learning, questioning attitude, and continuous improvement ... Mentorship mindset - actively develops Test Engineers, Test Engineer IIs, and Senior Test Engineers ...

Partners closely with Operations, Process Engineering, IT/OT, and vendors to lead APC/RTO design, testing, and implementation activities, ensuring solutions are operationally robust, maintainable ...

P&C Lead Test Engineer

Tyler, TX · On-site

$96K - $127K/yr

From testing and commissioning to engineering and compliance, every service we provide plays a ... Build an environment focused on learning, questioning attitude, and continuous improvement.

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Machine Learning Engineer information

See Tyler, TX salary details

$29.7K

$121.3K

$182.3K

How much do machine learning engineer jobs pay per year?

As of Jul 21, 2026, the average yearly pay for machine learning engineer in Tyler, TX is $121,343.00, according to ZipRecruiter salary data. Most workers in this role earn between $95,600.00 and $146,100.00 per year, depending on experience, location, and employer.

What engineers make $500,000?

Senior machine learning engineers with extensive experience, advanced skills in deep learning and data science, and often working in high-demand industries or companies can earn $500,000 or more annually. Compensation typically includes base salary, bonuses, and stock options, especially in tech giants or startups with significant funding.

What do machine learning engineers do?

Machine learning engineers develop algorithms and models that enable computers to learn from data and make predictions or decisions. They often work with large datasets, use programming languages like Python or Java, and utilize tools such as TensorFlow or PyTorch to build, test, and deploy machine learning systems in production environments.

What are Machine Learning Engineers?

Machine Learning Engineers are specialized software engineers who design, build, and deploy machine learning models and systems. They work at the intersection of software engineering and data science, transforming data-driven prototypes into scalable, production-ready solutions. Their responsibilities include data preprocessing, model selection, algorithm implementation, and optimizing models for performance and efficiency. Machine Learning Engineers often collaborate with data scientists, software developers, and other stakeholders to integrate AI technologies into products and services.

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

To thrive as a Machine Learning Engineer, you need strong programming skills (particularly in Python), a solid background in mathematics and statistics, and a degree in computer science or a related field. Experience with machine learning frameworks (such as TensorFlow or PyTorch), data processing tools, and cloud platforms is typically required. Problem-solving ability, effective communication, and adaptability are crucial soft skills for collaborating with teams and translating complex models into practical solutions. These competencies ensure the development, deployment, and continual improvement of machine learning systems that drive business value.

Which 5 jobs will survive AI?

Machine Learning Engineers are likely to continue to be in demand as AI advances, as they develop and refine algorithms, models, and systems. Roles that require complex problem-solving, creativity, and domain expertise—such as healthcare professionals, data scientists, software developers, cybersecurity specialists, and AI ethics officers—are also expected to persist due to their reliance on human judgment and specialized knowledge. These jobs often involve skills that are difficult for AI to fully replicate or replace.

What Does a Machine Learning Engineer Do?

A machine learning engineer maintains production systems and often works with other engineers. In this career, you work with software development methodology, use modern software development tools, and use agile practices. You also play a role in software design and architecture, so you may occasionally work with a programmer. An engineer may help to predict how a model should perform or seek out regression issues by using different test types and algorithms. To fulfill your duties and responsibilities, you work on a computer and use an array of skills and programs to carry out these tests.

What engineers make $300,000 a year?

Senior machine learning engineers and data scientists with extensive experience, advanced skills in deep learning, and proficiency with tools like TensorFlow or PyTorch can earn $300,000 or more annually, especially in high-cost-of-living areas or top tech companies. Compensation often includes base salary, bonuses, and stock options, reflecting their expertise and impact on business outcomes.

What are some common challenges faced by Machine Learning Engineers when deploying models to production?

Machine Learning Engineers often encounter challenges such as ensuring model scalability, maintaining data consistency between training and production environments, and monitoring model performance over time. Integrating models into existing software infrastructure may require collaboration with DevOps and software engineering teams to address issues like latency, version control, and resource allocation. Additionally, ongoing model maintenance is crucial to prevent model drift and ensure that predictions remain accurate as new data becomes available.

What is the difference between Machine Learning Engineer vs Data Scientist?

AspectMachine Learning EngineerData Scientist
CredentialsBachelor's or Master's in CS, Data Science, or related; experience with ML frameworksBachelor's or Master's in Statistics, Data Science, or related; strong analytical skills
Work EnvironmentDevelops scalable ML models, deploys algorithms into productionAnalyzes data, builds models, interprets data insights
Industry UsageTech companies, startups, AI-focused firmsFinance, healthcare, marketing, research organizations

While both roles work with data and machine learning, Machine Learning Engineers focus on building and deploying scalable ML models in production environments. Data Scientists primarily analyze data, create models, and generate insights. The roles often overlap but differ in their core responsibilities and focus areas.

What cities near Tyler, TX are hiring for Machine Learning Engineer jobs? Cities near Tyler, TX with the most Machine Learning Engineer job openings:
Infographic showing various Machine Learning Engineer job openings in Tyler, TX as of July 2026, with employment types broken down into 67% Full Time, and 33% Contract. Highlights an 67% In-person, and 33% Remote job distribution, with an average salary of $121,343 per year, or $58.3 per hour.
P&C Lead Test Engineer

P&C Lead Test Engineer

POWERX

Tyler, TX • On-site

$96K - $127K/yr

Other

Medical, Dental, Vision, Life, Retirement, PTO

Posted 18 days ago


Job description

ABOUT US 

At POWERX, we take pride in being the premier provider of comprehensive power services, ensuring that power systems operate efficiently and reliably. Our commitment to quality and excellence is evident in our field services, engineering and consulting expertise, and adherence to certifications and regulations. Safety and performance are at the forefront of our integrated approach. 

We are a people-first company, valuing integrity, respect, and teamwork. Our mission is to empower businesses by optimizing system performance, ensuring safety and compliance, and driving operational excellence with innovative solutions. At POWERX, we offer a dynamic environment where both experienced professionals and newcomers can grow, make an impact, and build a legacy. 

Our vision is to lead the future of power systems with cutting-edge technology, sustainable practices, and a relentless focus on customer success. We are dedicated to expanding our expertise, locations, and services while maintaining our people-first philosophy. Partnering with POWERX means gaining a trusted team of passionate experts committed to delivering value and fostering lasting relationships. Join us in making power work for our clients and the communities we serve! 

OUR POWERX PERKS 

  • Competitive Pay
  • Incentives for Certifications
  • Referral Bonus Program
  • Tuition Reimbursement
  • Medical, dental, vision, LTD, STD, Basic Life/AD&D, and other ancillary products
  • 401k program with a company match
  • Performance Program
  • Paid Parental Leave
  • PTO including Wellness Days and Paid Holidays
  • And much more!

Job Summary:

The P&C Lead Test Engineer is responsible for leading the testing, commissioning, validation, and operational integration of protection and control systems across transmission, distribution, and generation substations. This role serves as both a technical leader and field mentor ensuring electrical systems operate safely, reliably, and in accordance with utility standards, engineered design intent, and POWERX commissioning philosophy. The P&C Lead Test Engineer is expected to understand not only how to perform testing, but also why the system behaves the way it does. This includes understanding system topology, protection philosophy, sequence components, relay logic, AC/DC fundamentals, communications architecture, human performance principles, and the operational impact of testing decisions inside energized substations. This role confidently leads in high-pressure environments, mentors developing Test Engineers, communicates effectively with clients and operations personnel, and takes ownership of project execution from planning through energization and turnover. This position supports greenfield and brownfield commissioning projects involving relay protection systems, SCADA integration, IEC 61850 communications, RTUs, breaker controls, transformer protection, bus protection, line protection, and system restoration activities.

Supervisory Responsibilities:

  •  None.

Duties/Responsibilities:

Technical Knowledge:

  • Lead advanced testing, commissioning, troubleshooting, and operational validation activities across transmission, distribution, and generation substations.
  • Perform and oversee relay protection testing using Doble, Omicron, RTS, SEL AcSELerator, GE Enervista, and equivalent testing platforms.
  • Validate complete protection and control systems including line, transformer, bus, feeder, breaker failure, reclosing, transfer trip, and communication-assisted protection schemes.
  • Execute end-to-end testing and operational verification of relay protection systems, SCADA, RTUs, IEC 61850 networks, GOOSE messaging, telecom systems, breaker controls, and station communications.
  • Perform and validate CT/PT testing including ratio, polarity, phasing, CT saturation characteristics, and single-point grounding verification.
  • Interpret and troubleshoot relay logic, phasors, event reports, oscillography, sequence components, and fault behavior to identify abnormal system conditions and operational risks.
  • Apply advanced understanding of AC/DC power system fundamentals, complex power and power factor, symmetrical components, protection zones and coordination philosophy, transmission line/transformer/bus and breaker failure protection, instrument transformer behavior and application, and system topology impacts on protection operation.
  • Read, interpret, and validate one-lines, three-lines, schematics, wiring diagrams, logic diagrams, relay settings files, and panel layouts.
  • Support switching activities, outage coordination, energization, restoration efforts, and operational turnover within energized substations up to 500kV.
  • Treat every testing scope as a system validation exercise, not an isolated component check.

Technical Leadership:

  • Lead complex utility commissioning projects while coordinating field execution with project management, engineering, construction, and client operations.
  • Review engineered drawings, relay settings, logic diagrams, one-lines, three-lines, schematics, wiring diagrams, and panel layouts for technical accuracy and constructability.
  • Identify design gaps, relay logic concerns, drawing inconsistencies, and operational risks before energization.
  • Develop test plans, isolation plans, energization plans, commissioning procedures, Human Performance mitigation plans, and Job Hazard Analysis (JHAs)
  • Ensure all testing aligns with utility standards, NETA practices, IEEE guidance, and client-specific commissioning requirements.
  • Support development and continuous improvement of Protection & Control procedures and operational standards (SOP's).
  • Review testing results for accuracy, completeness, and operational correctness prior to client turnover.

Leadership & Mentorship Expectations:

  • Lead crews with professionalism, accountability, and technical confidence.
  • Mentor developing Test Engineers in both field execution and system understanding.
  • Build an environment focused on learning, questioning attitude, and continuous improvement.
  • Reinforce the understanding that protection systems must be tested as complete systems not isolated components.
  • Promote operational discipline, verification culture, and strong communication practices.
  • Support workforce development through mentorship and training progression.
  • Assist in evaluating technical competency, testing quality, and operational readiness, and in building future technical leaders within the organization.

Safety & Human Performance:Maintain and promote a safety-first culture in all environments.

  • Strictly adhere to Lock Out / Tag Out (LOTO) procedures and switching boundaries.
  • Utilize Human Performance Improvement (HPI) tools to minimize operational risk.
  • Verify live-dead-live conditions and establish safe isolation boundaries.
  • Lead daily safety discussions, JHA reviews, and pre-job briefs.
  • Maintain compliance with OSHA, NERC CIP, utility requirements, and internal standards.
  • Support investigation and mitigation of operational or safety events when required.

Client & Operational Engagement:

  • Serve as the primary field technical interface between POWERX and the client.
  • Communicate project status, technical concerns, schedule impacts, and operational risks clearly and professionally.
  • Maintain strong client relationships through technical execution, responsiveness, and professionalism.
  • Monitor project scope changes and communicate impacts to leadership.
  • Support project forecasting, scheduling coordination, manpower planning, and execution strategy.
  • Maintain accurate records of commissioning activities and test results; submit daily and final reports documenting on-site activities.

Additional responsibilities and tasks as required to support the organization's goals and adapt to evolving business needs.

Attributes/Abilities: 

  • Must have a satisfactory background/MVR check.
  • Must pass a pre-employment, post-accident, reasonable suspicion, and/or random drug test.
  • Questioning attitude - drives a culture of verification across the crew, challenges assumptions in drawings, settings, and field conditions, and identifies design gaps, relay logic concerns, and operational risks before energization.
  • System-level attention to detail - validates protection schemes as complete systems (CT/VT, relay logic, SCADA, IEC 61850 / GOOSE, RTUs, breaker controls, telecom) rather than isolated component checks.
  • Calm and decisive under high-pressure conditions - outage windows, energization events, restoration efforts, and live troubleshooting in energized substations up to 500kV.
  • Strong written and verbal communication skills - serves as the primary field technical interface between POWERX and the client, communicating project status, technical concerns, schedule impacts, and operational risks clearly to engineering, operations, project management, and construction.
  • Mentorship mindset - actively develops Test Engineers, Test Engineer IIs, and Senior Test Engineers in both field execution and system understanding, and contributes to evaluating technical competency, testing quality, and operational readiness.
  • Customer-focused mentality - builds and maintains strong client relationships through technical execution, responsiveness, and professionalism in every interaction.
  • Organizational discipline - owns commissioning documentation, test records, redlines, turnover packages, and daily and final reports, and holds the crew to the same standard.
  • Strong planning and forecasting capability - develops test plans, isolation plans, energization plans, commissioning procedures, HP mitigation plans, and JHAs, and supports project forecasting, scheduling coordination, manpower planning, and execution strategy.
  • Adaptability across greenfield and brownfield scopes, transmission, distribution, and generation substations, night and weekend outages, restoration events, and travel as required.
  • Commitment to continuous learning and professional development - stays current with advanced relay platforms, IEC 61850 / GOOSE communications, NETA practices, IEEE guidance, and evolving utility and NERC CIP standards.
  • Proficiency in Microsoft Word and Excel sufficient to produce client-ready commissioning documentation, test records, redlines, daily and final reports, and planning artifacts.
  • Capable of effectively presenting technical information and responding to questions from diverse audiences - utility clients, operations personnel, project management, engineering, construction crews, and developing engineers - with varying levels of technical expertise.

Experience and Education:

  • Minimum 3+ years of experience in high-voltage Protection & Control testing and commissioning, required.
  • Experience with SEL, GE, ABB, Siemens, Westinghouse, or equivalent relay platforms, required.
  • Bachelor's degree in Electrical Engineering or Electrical Technology, or an Associate degree in Electrical Technology or related field experience preferred.
  • Experience commissioning substations from 12.5kV through 765kV preferred.
  • OSHA 30 certification preferred.
  • Knowledge of the National Electrical Code (NEC) and OSHA Electrical Safe Work Practices is preferred.
  • First Aid / CPR certification preferred.
  • Familiarity with NERC CIP requirements preferred.

Physical Requirements:

  • Ability to work safely around energized electrical equipment and mechanical hazards.
  • Ability to work in operational substations and construction environments.
  • Ability to lift up to 50 pounds.
  • Ability to travel as required.
  • Ability to work overtime and outage schedules as necessary.
  • Exposure to outdoor weather conditions, noise, vibration, heat, dust, oil, grease, and energized equipment environments.

POWERX isan equal opportunity employer, and all qualified applicants will receive consideration for employmentwithout regard to race, color, religion, age, sex, national origin, disability status, genetics, protected veteran status, sexual orientation, gender identity or expression, or any other characteristic protected by federal, state or local laws.