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State Estimation Jobs in Michigan (NOW HIRING)

EnerSys

Services Estimating Manager

Novi, MI · On-site

Job Purpose The Services Estimating Manager oversees the team responsible for developing accurate ... federal, state or local laws. Know Your Rights Know Your Rights (Spanish) We use artificial ...

Talent Software Services, Inc

Engineer III

Detroit, MI · On-site

Experience maintaining State Estimator technical applications. Familiarity with Energy Management System (EMS) including State Estimator (SE), Contingency Analysis (CA), and N-1 conditions operating ...

Brooksource

Engineer III

Detroit, MI · On-site

$38 - $43/hr

This role is heavily focused on power systems analysis, State Estimator support, contingency analysis, model accuracy, and collaborating with system operators to improve reliability and real-time ...

CrossFire Group

Engineer III

Detroit, MI · Hybrid

$50/hr

Experience maintaining State Estimator technical applications * Familiarity with Energy Management System (EMS) operations, including State Estimator (SE), Contingency Analysis (CA), and N-1 ...

General Motors

Functional System Architect - BHV

Milford, MI · On-site

$213K/yr

Your seasoned expertise in the electrification domain will fuel the design and evolution of software components such as high voltage contactor controls, energy management, battery state estimation ...

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State Estimation information

What is state estimation in the context of power systems?

State estimation is a process used in power systems to determine the most likely operating condition of an electrical grid based on available measurements and system models. It involves collecting data from various sensors and meters, processing this data to filter out errors or inconsistencies, and calculating the voltage magnitudes and phase angles at different nodes. This helps operators monitor the system's health, detect issues, and make informed decisions to maintain reliable and secure power delivery.

What are some common challenges faced by professionals working in state estimation roles in the power industry?

Professionals in state estimation often encounter challenges such as handling incomplete or noisy data from sensors, ensuring the accuracy and reliability of real-time system models, and integrating data from diverse sources across the power grid. Additionally, they must quickly identify and resolve discrepancies or anomalies in system status, which requires strong analytical skills and attention to detail. Collaboration with control room operators, engineers, and IT specialists is also essential to ensure seamless operation and data integrity.

What are the key skills and qualifications needed to thrive as a state estimation engineer, and why are they important?

To thrive as a State Estimation Engineer, you need a strong background in electrical engineering, power systems, and applied mathematics, often supported by a relevant degree. Familiarity with power system analysis tools (such as PSS®E or PowerWorld), SCADA systems, and programming languages like Python or MATLAB is typically required. Analytical thinking, problem-solving abilities, and effective communication help you interpret data and collaborate with cross-functional teams. These skills are vital for ensuring reliable power system monitoring, accurate grid operation, and swift response to system anomalies.

What is the difference between State Estimation vs Power System Operator?

AspectState EstimationPower System Operator
Primary RoleAnalyzes and computes the most accurate system state using measurementsManages and controls the power grid in real-time
Required CredentialsEngineering degree, certifications in power systems or controlEngineering or technical background, often with operational certifications
Work EnvironmentData analysis, software tools, control centersControl rooms, field operations, real-time decision making
Industry UsageElectrical utilities, grid managementElectric utilities, grid operators

While both roles are vital in power systems, State Estimation focuses on analyzing system data to determine the current grid state, whereas Power System Operators manage and control the grid in real-time to ensure stability and reliability.

What are popular job titles related to State Estimation jobs in Michigan?

For State Estimation jobs in Michigan, the most frequently searched job titles are:

What job categories do people searching State Estimation jobs in Michigan look for?

The top searched job categories for State Estimation jobs in Michigan are:

State Estimation jobs near you
Infographic showing various State Estimation job openings in Michigan as of September 2026, with employment types broken down into 2% As Needed, 75% Full Time, 17% Part Time, and 6% Contract. Highlights an 91% Physical, 1% Hybrid, and 8% Remote job distribution.

Senior Machine Learning Engineer - Localization

Ann Arbor, MI • On-site, Remote

Torc Robotics
Trucking • 501 - 1,000 employees
Learn more about Torc Roboticsexternal

$119K - $158K/yr

Full-time

Medical, Dental, Vision, Life, Retirement, PTO

Posted 13 days ago

Key responsibilities

  • Design, develop, and deploy production ML models for ego-motion estimation and localization using various vehicle sensors.

  • Develop scalable training and evaluation workflows with PyTorch and large-scale real-world datasets.

  • Analyze vehicle data to assess performance, identify failure modes, and improve models and systems.

Job description

About the Company
At Torc, we have always believed that autonomous vehicle technology will transform how we travel, move freight, and do business.
A leader in autonomous driving since 2007, Torc has spent over a decade commercializing our solutions with experienced partners. Now a part of the Daimler family, we are focused solely on developing software for automated trucks to transform how the world moves freight.
Join us and catapult your career with the company that helped pioneer autonomous technology, and the first AV software company with the vision to partner directly with a truck manufacturer.
Meet the Team
Accurate and highly available information about vehicle motion and position is fundamental to the safe operation of autonomous trucks. Core capabilities such as perception, prediction, planning, and control depend on reliable ego-motion and localization estimates to ensure safe and efficient vehicle behavior.
The Ego-Motion & Localization Team develops the ML models, state estimation algorithms, and production software responsible for estimating vehicle pose, velocity, and acceleration in real time. Our solutions fuse information from multiple sensors and maintain robust performance despite sensor imperfections, environmental challenges, and system degradation. As part of this team, you will develop and deploy production-ready localization and sensor fusion solutions and help solve the challenges of bringing autonomous vehicle technology to real-world commercial applications.
What You'll Do
  • Design, develop, and deploy production ML models for ego-motion estimation and localization, including learned pose estimation, sensor extrinsic calibration, map matching, and sensor fusion using camera, LiDAR, radar, and other vehicle sensors.
  • Develop scalable training and evaluation workflows using PyTorch, distributed training infrastructure, and large-scale real-world datasets.
  • Design and improve state estimation and sensor fusion algorithms for robust vehicle pose, velocity, and acceleration estimation.
  • Analyze large-scale vehicle data to characterize performance, identify failure modes, and drive model and system improvements.
  • Develop robust, efficient production software in modern C++ and Python across the full development lifecycle.
  • Define evaluation, verification, and validation strategies to ensure localization quality, robustness, and safety across diverse operating conditions.
  • Make technical design and architecture decisions, balancing model performance, computational efficiency, robustness, and production constraints.
  • Collaborate with perception, mapping, planning, controls, and platform teams to deliver integrated autonomous driving capabilities.
  • Provide technical leadership through design reviews, code reviews, mentoring, and development of engineering best practices.

What You'll Need to Succeed
  • Bachelor's degree in Computer Science, Software Engineering, Robotics, or a related field with 6+ years of relevant industry experience, or a Master's degree with 3+ years of relevant industry experience, or a PhD with 1+ year of relevant industry experience.
  • Experience with AV or robotics localization systems (e.g., LiDAR-based localization, visual odometry, SLAM, or map-based pose estimation).
  • Strong experience developing and deploying ML models for perception, localization, or sensor fusion domains.
  • Proficiency with PyTorch and modern ML tooling for training, inference, and optimization.
  • Solid understanding of 3D geometry, probabilistic estimation, coordinate transforms, and robotics fundamentals.
  • Demonstrated ability to work with large multimodal datasets and build scalable pipelines for processing, labeling, and evaluation.
  • Strong software engineering fundamentals in Python and C++, including algorithms, data structures, testing, debugging, and performance optimization.
  • Strong written and verbal communication skills and the ability to work effectively on cross-functional teams.

Bonus Points
  • Experience with state estimation techniques such as factor graphs, Kalman filtering, nonlinear optimization, or related probabilistic estimation methods.
  • Familiarity with distributed computing tools such as Ray, Kubernetes, or similar orchestration frameworks.
  • Knowledge of embedded and real-time constraints for on-vehicle deployment.
  • Experience in simulation, synthetic data generation, and uncertainty-aware ML modeling.
  • Contributions to open-source robotics, perception, or ML frameworks.
  • Familiarity with functional safety standards and automotive development processes, including ISO 26262.

Work Location: For this position, we are open to hiring in Ann Arbor, MI (U.S.) office work locations in a hybrid capacity. We are also open to hiring Remote in the United States.
Perks of Being a Full-time Torc'r
Torc cares about our team members and we strive to provide benefits and resources to support their health, work/life balance, and future. Our culture is collaborative, energetic, and team focused. Torc offers:
  • A competitive compensation package that includes a bonus component and stock options
  • 100% paid medical, dental, and vision premiums for full-time employees
  • 401K plan with a 6% employer matchFlexibility in schedule and generous paid vacation (available immediately after start date)Company-wide holiday office closures
  • AD+D and Life Insurance

At Torc, we're committed to building a diverse and inclusive workplace. We celebrate the uniqueness of our Torc'rs and do not discriminate based on race, religion, color, national origin, gender (including pregnancy, childbirth, or related medical conditions), sexual orientation, gender identity, gender expression, age, veteran status, or disabilities.
Even if you don't meet 100% of the qualifications listed for this opportunity, we encourage you to apply.
Our compensation reflects the cost of labor across several geographic markets. Pay is based on a number of factors and may vary depending on job-related knowledge, skills, and experience. Torc's total compensation package will also include our corporate bonus and stock option plan. Dependent on the position offered, sign-on payments, relocation, and other forms of compensation may be provided as part of a total compensation package, in addition to a full range of medical, financial, and/or other benefits.
Job ID: 102894
Hiring Range for Job Opening
US Pay Range
$177,300-$212,800 USD

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