From visual perception and SLAM to multimodal sensor fusion and reinforcement learning, you'll be pushing the boundaries of what machines can perceive and do. If you are passionate about AI, robotics ...
From visual perception and SLAM to multimodal sensor fusion and reinforcement learning, you'll be pushing the boundaries of what machines can perceive and do. If you are passionate about AI, robotics ...
Robotics System Developer
Warren, MI · On-site
Build ROS2-based software for perception, communication, and motion coordination. * Integrate vision sensors and depth cameras for feature detection, pose estimation, and real-time tracking.
Quick apply
Robotics System Developer
Warren, MI · On-site
Build ROS2-based software for perception, communication, and motion coordination. * Integrate vision sensors and depth cameras for feature detection, pose estimation, and real-time tracking.
Robotics Data Engineer
Warren, MI · On-site
$107K - $128K/yr
... perception, grasping, or manipulation AI. • Familiarity with robotics simulation platforms such as Isaac Sim and synthetic data generation. • Experience with data labeling tools and annotation ...
Robotics Data Engineer
Warren, MI · On-site
$107K - $128K/yr
... perception, grasping, or manipulation AI. • Familiarity with robotics simulation platforms such as Isaac Sim and synthetic data generation. • Experience with data labeling tools and annotation ...
Robotics System Developer
Warren, MI · On-site
Build ROS2-based software for perception, communication, and motion coordination. * Integrate vision sensors and depth cameras for feature detection, pose estimation, and real-time tracking.
Robotics System Developer
Warren, MI · On-site
Build ROS2-based software for perception, communication, and motion coordination. * Integrate vision sensors and depth cameras for feature detection, pose estimation, and real-time tracking.
Senior Software Engineer - Machine Learning - Multi-Object Tracking
Dearborn, MI · On-site +1
$112K - $148K/yr
The State Estimation team is the interface of the perception system to various downstream autonomy consumers including motion planning, prediction, and localization. The team's primary focus is on ...
Senior Software Engineer - Machine Learning - Multi-Object Tracking
Dearborn, MI · On-site +1
$112K - $148K/yr
The State Estimation team is the interface of the perception system to various downstream autonomy consumers including motion planning, prediction, and localization. The team's primary focus is on ...
Senior Robotics Data Engineer - Only W2
Warren, MI · On-site
$99K - $135K/yr
Preferred Qualifications: · Direct experience supporting robotics perception, grasping, or manipulation AI. · Familiarity with robotics simulation platforms (e.g., Isaac Sim) and synthetic data ...
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Senior Robotics Data Engineer - Only W2
Warren, MI · On-site
$99K - $135K/yr
Preferred Qualifications: · Direct experience supporting robotics perception, grasping, or manipulation AI. · Familiarity with robotics simulation platforms (e.g., Isaac Sim) and synthetic data ...
Conduct rigorous geometric evaluations of sensor placement hypotheses, providing the thorough analysis necessary to guarantee our perception requirements are fully supported * Evaluate and define ...
Conduct rigorous geometric evaluations of sensor placement hypotheses, providing the thorough analysis necessary to guarantee our perception requirements are fully supported * Evaluate and define ...
Staff Machine Learning Engineer - Mapping
$185K - $335K/yr
These systems form a critical foundation for localization, perception, simulation, and autonomy at scale. The Role We are looking for a Staff Machine Learning Engineer to serve as a technical leader ...
Staff Machine Learning Engineer - Mapping
$185K - $335K/yr
These systems form a critical foundation for localization, perception, simulation, and autonomy at scale. The Role We are looking for a Staff Machine Learning Engineer to serve as a technical leader ...
Sensor Placement and Analysis Engineer
Novi, MI · On-site +1
$196K - $242K/yr
Perception Fundamentals: A foundational understanding of how sensor data translates into perception capabilities, specifically regarding object detection and classification * Expertise managing very ...
Sensor Placement and Analysis Engineer
Novi, MI · On-site +1
$196K - $242K/yr
Perception Fundamentals: A foundational understanding of how sensor data translates into perception capabilities, specifically regarding object detection and classification * Expertise managing very ...
Sensor Placement and Analysis Engineer
Novi, MI · On-site
$196K - $242K/yr
Perception Fundamentals: A foundational understanding of how sensor data translates into perception capabilities, specifically regarding object detection and classification * Expertise managing very ...
Sensor Placement and Analysis Engineer
Novi, MI · On-site
$196K - $242K/yr
Perception Fundamentals: A foundational understanding of how sensor data translates into perception capabilities, specifically regarding object detection and classification * Expertise managing very ...
View Engine Developer..
Auburn Hills, MI · On-site
$17.75 - $24.25/hr
The engineer will work with coordinate systems, camera models, and graphical engines to deliver high-performance vehicle perception solutions. Skill Requirements Technical Skills * Strong ...
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View Engine Developer..
Auburn Hills, MI · On-site
$17.75 - $24.25/hr
The engineer will work with coordinate systems, camera models, and graphical engines to deliver high-performance vehicle perception solutions. Skill Requirements Technical Skills * Strong ...
Senior Software Engineer - AV/ADAS Object Fusion
Milford, MI · Hybrid
$111K - $146K/yr
GM's Object Fusion and perception capabilities are foundational to autonomous and assisted driving features. The software developed in this role directly enables vehicles to sense their surroundings ...
Senior Software Engineer - AV/ADAS Object Fusion
Milford, MI · Hybrid
$111K - $146K/yr
GM's Object Fusion and perception capabilities are foundational to autonomous and assisted driving features. The software developed in this role directly enables vehicles to sense their surroundings ...
Senior Software Engineer - AV/ADAS Object Fusion
Milford, MI · Hybrid
$107K - $142K/yr
GM's Object Fusion and perception capabilities are foundational to autonomous and assisted driving features. The software developed in this role directly enables vehicles to sense their surroundings ...
Senior Software Engineer - AV/ADAS Object Fusion
Milford, MI · Hybrid
$107K - $142K/yr
GM's Object Fusion and perception capabilities are foundational to autonomous and assisted driving features. The software developed in this role directly enables vehicles to sense their surroundings ...
Collaborate with system engineers, perception developers, safety engineers, and human factors teams to propose corrective actions. * Create clear and comprehensive technical reports, dashboards, and ...
Collaborate with system engineers, perception developers, safety engineers, and human factors teams to propose corrective actions. * Create clear and comprehensive technical reports, dashboards, and ...
Senior Software Engineer - AV/ADAS Object Fusion
Milford, MI · On-site
$107K - $142K/yr
GM's Object Fusion and perception capabilities are foundational to autonomous and assisted driving features. The software developed in this role directly enables vehicles to sense their surroundings ...
Senior Software Engineer - AV/ADAS Object Fusion
Milford, MI · On-site
$107K - $142K/yr
GM's Object Fusion and perception capabilities are foundational to autonomous and assisted driving features. The software developed in this role directly enables vehicles to sense their surroundings ...
System Test Engineer - Vehicle
Ann Arbor, MI · On-site +1
Collaborate with system engineers, perception developers, safety engineers, and human factors teams to propose corrective actions. * Create clear and comprehensive technical reports, dashboards, and ...
System Test Engineer - Vehicle
Ann Arbor, MI · On-site +1
Collaborate with system engineers, perception developers, safety engineers, and human factors teams to propose corrective actions. * Create clear and comprehensive technical reports, dashboards, and ...
Senior Software Engineer - AV/ADAS Object Fusion
Milford, MI · Hybrid
$111K - $146K/yr
GM's Object Fusion and perception capabilities are foundational to autonomous and assisted driving features. The software developed in this role directly enables vehicles to sense their surroundings ...
Senior Software Engineer - AV/ADAS Object Fusion
Milford, MI · Hybrid
$111K - $146K/yr
GM's Object Fusion and perception capabilities are foundational to autonomous and assisted driving features. The software developed in this role directly enables vehicles to sense their surroundings ...
$18.25 - $24.50/hr
Check patient's visual acuity which includes far acuity, near acuity, peripheral vision, depth perception, and color perception * Examine eyes for abnormalities * Perform other tests and measurements ...
Quick apply
$18.25 - $24.50/hr
Check patient's visual acuity which includes far acuity, near acuity, peripheral vision, depth perception, and color perception * Examine eyes for abnormalities * Perform other tests and measurements ...
$18.25 - $24.50/hr
Check patient's visual acuity which includes far acuity, near acuity, peripheral vision, depth perception, and color perception * Examine eyes for abnormalities * Perform other tests and measurements ...
Quick apply
$18.25 - $24.50/hr
Check patient's visual acuity which includes far acuity, near acuity, peripheral vision, depth perception, and color perception * Examine eyes for abnormalities * Perform other tests and measurements ...
Design and develop AI-driven algorithms for robotic perception, decision-making, planning, and control * Integrate machine learning and artificial intelligence models into robotic platforms and ...
Design and develop AI-driven algorithms for robotic perception, decision-making, planning, and control * Integrate machine learning and artificial intelligence models into robotic platforms and ...
Perception information
See Michigan salary details
$26.3K - $43K
1% of jobs
$43K - $59.7K
0% of jobs
$59.7K - $76.4K
2% of jobs
$76.4K - $93.1K
5% of jobs
$93.1K - $109.8K
14% of jobs
$112.7K is the 25th percentile. Wages below this are outliers.
$109.8K - $126.5K
18% of jobs
The median wage is $134.8K / yr.
$126.5K - $143.1K
21% of jobs
$157.7K is the 75th percentile. Wages above this are outliers.
$143.1K - $159.8K
17% of jobs
$159.8K - $176.5K
10% of jobs
$176.5K - $193.2K
6% of jobs
$193.2K - $209.9K
6% of jobs
$26.3K
$138.9K
$209.9K
How much do perception jobs pay per year?
What are perception jobs?
What is a Perception job?
A Perception job typically involves developing and improving a system's ability to interpret and understand sensory data, often in fields like robotics, autonomous vehicles, and computer vision. Professionals in this role work with sensor fusion, machine learning, and computer vision algorithms to detect, track, and classify objects in an environment. Their goal is to enable machines to perceive and react to their surroundings accurately, enhancing safety and efficiency.
What are some common challenges faced by professionals working in perception roles within autonomous vehicle development teams?
What is the difference between Perception vs Data Analyst?
| Aspect | Perception | Data Analyst |
|---|---|---|
| Required Credentials | Varies; often no formal certification required | Bachelor's degree in statistics, data science, or related field; certifications like CAP or Microsoft Data Analyst |
| Work Environment | Research, consulting, or strategic planning settings | Business, finance, healthcare, and tech industries |
| Employer & Industry Usage | Used in marketing, psychology, and strategic roles | Common in corporate, finance, and tech sectors |
| Search & Comparison Intent | Understanding how perceptions influence decisions | Analyzing data to inform business strategies |
Perception focuses on how individuals interpret and understand information, often in psychological or strategic contexts. Data Analysts interpret and analyze data sets to support business decisions. While perception is more subjective and qualitative, Data Analysts rely on quantitative data analysis. Both roles are essential in decision-making processes but serve different functions within organizations.
What are the key skills and qualifications needed to thrive as a Perception Engineer, and why are they important?
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- Entry Level Simulation Software Engineer
- Entry Level Embedded Engineer
Tata Consultancy Services rating
6.5
Based on 21 frontline employees who took The Breakroom Quiz
155th of 204 rated it services
Job description
About the Role
As an AI Researcher for Computer Vision & Autonomous Robots at TCS, you’ll work on the frontier of applied artificial intelligence, where perception meets physical intelligence. This role is designed for bright, curious, and self-driven graduates who aspire to build the next generation of intelligent robotic systems - capable of seeing, reasoning, and acting autonomously in the physical world.
You will collaborate with interdisciplinary teams of researchers, data scientists, and roboticists to explore, prototype, and implement computer vision and machine learning algorithms that power autonomous robots, humanoids, and intelligent machines. From visual perception and SLAM to multimodal sensor fusion and reinforcement learning, you’ll be pushing the boundaries of what machines can perceive and do.
If you are passionate about AI, robotics, and human–machine collaboration and want to shape how intelligent systems interact with the world - this is your launchpad.
Key Responsibilities
AI Research & Experimentation
- Research, develop, and prototype novel algorithms in computer vision, deep learning, and autonomous systems.
- Work on topics such as object detection, pose estimation, scene understanding, 3D reconstruction, and sensor fusion.
- Contribute to building perception pipelines for autonomous mobile robots (AMRs), humanoids, and collaborative robotic systems.
Development & Implementation
- Design, train, and optimize deep neural networks using frameworks such as PyTorch or TensorFlow.
- Develop real-time perception and decision systems using ROS, OpenCV, and NVIDIA Jetson/Isaac SDKs.
- Implement algorithms for navigation, path planning, and control integration.
Collaboration & Innovation
- Partner with cross-functional teams in AI, robotics, and systems engineering to co-create innovative prototypes.
- Participate in TCS research initiatives, innovation challenges, and client-facing proof-of-concept demonstrations.
- Contribute to whitepapers, patents, and internal publications advancing TCS’s thought leadership in AI and robotics.
Continuous Learning & Experimentation
- Stay current with advances in AI, robotics, and multimodal learning from academia and industry.
- Experiment with new architectures (e.g., Vision Transformers, Diffusion Models, Agentic AI frameworks).
- Test and benchmark algorithms on physical robot platforms and simulation environments (e.g., Gazebo, Isaac Sim).
Required Qualifications & Skills
Educational Background:
- Master’s or Ph. D in Computer Science, Robotics, Electrical/Electronics Engineering, Mechatronics, or AI/ML from a recognized institution.
- Strong academic foundation in machine learning, image processing, linear algebra, and probability.
What Tata Consultancy Services employees say
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Benefits
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About Tata Consultancy Services
Sourced by ZipRecruiter
Tata Consultancy Services is an IT services, consulting and business solutions organization that delivers real results to global business, ensuring a level of certainty no other firm can match. TCS offers a consulting-led, integrated portfolio of IT, BPO, infrastructure, engineering, and assurance services. This is delivered through its unique Global Network Delivery Model™, recognized as the benchmark of excellence in software development. TCS delivers a level of certainty that no other firm can match--to our clients and to our employees. Come join us and experience certainty in your career. TCS a global Consulting and IT Services firm that is ranked in the top quartile by industry analysts. Our 2021 fiscal revenues topped $25 B and our market capitalization is over $170+B, yet we have a deep and large history of philanthropy and corporate social responsibility. Now approaching 600K of the best IT professionals and consultants, we are a trusted advisor, guiding our clients' enterprises through growth and transformation journeys - helping them to become agile, intelligent, automated and on the cloud. We are devoted to DEI and are recognized as a top employer and place to work.