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Perception Algorithm Engineer Jobs in Georgia (NOW HIRING)

... engineering, such as AI/ML, algorithms, digital signal processing, audio engineering, image ... You will conduct research related to color appearance and human perception, design and participate ...

Experience developing 3D perception algorithms. Hands-on experience in robotics, automation, or ... Ideal Candidate Profile The ideal candidate is a well-rounded robotics engineer who can combine ...

Senior Software Developer - Robotics

Suwanee, GA · On-site

$50.75 - $67/hr

As a Senior Software Developer - Robotics at Mujin, you will design and implement cutting-edge algorithms for real-time motion planning, perception, and control of industrial robots. You will ...

Senior Software Developer - Robotics

Suwanee, GA · On-site

$50.75 - $67/hr

As a Senior Software Developer - Robotics at Mujin, you will design and implement cutting-edge algorithms for real-time motion planning, perception, and control of industrial robots. You will ...

Software Engineer Join the Grenzebach Team Grenzebach Corporation is a high-tech company focusing ... LiDAR-based perception systems * SLAM navigation algorithms * Autonomous robot localization and ...

Define interfaces and APIs for motion planning, perception, and gripper/tool management. Motion ... Develop, tune, and deploy advanced motion planning and manipulation algorithms using MoveIt 2 for ...

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Perception Algorithm Engineer information

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

To thrive as a Perception Algorithm Engineer, you need a strong background in computer vision, machine learning, and programming (typically C++ or Python), often supported by a degree in computer science, robotics, or a related field. Familiarity with tools like TensorFlow, PyTorch, OpenCV, and ROS, as well as experience with sensor data (e.g., LiDAR, cameras), is crucial. Strong analytical thinking, problem-solving abilities, and effective teamwork are standout soft skills for this role. These skills are vital to develop robust perception systems that enable autonomous vehicles and robots to interpret and interact safely with complex real-world environments.

What are some common challenges faced by Perception Algorithm Engineers when integrating their solutions into autonomous systems?

Perception Algorithm Engineers often encounter challenges when ensuring their algorithms perform reliably in diverse real-world environments, such as varying lighting, weather conditions, and sensor noise. Integrating algorithms with hardware requires close collaboration with robotics and systems engineering teams to optimize performance and latency. Additionally, balancing accuracy with computational efficiency is crucial, as perception modules must run in real time on embedded systems. Addressing these challenges involves rigorous testing, continuous model improvement, and effective cross-functional communication.

What is a Perception Algorithm Engineer?

A Perception Algorithm Engineer is a professional who develops algorithms that enable machines—such as autonomous vehicles or robots—to interpret and understand sensory data from their environment. This typically involves processing data from cameras, lidar, radar, and other sensors to identify objects, track movement, and understand surroundings. Perception Algorithm Engineers work with computer vision, sensor fusion, and machine learning techniques to create reliable and efficient perception systems. Their work is crucial in making machines aware of their surroundings and enabling them to respond appropriately. They often collaborate with hardware, software, and robotics teams to integrate their algorithms into real-world applications.
What are popular job titles related to Perception Algorithm Engineer jobs in Georgia? For Perception Algorithm Engineer jobs in Georgia, the most frequently searched job titles are:
What job categories do people searching Perception Algorithm Engineer jobs in Georgia look for? The top searched job categories for Perception Algorithm Engineer jobs in Georgia are:
What cities in Georgia are hiring for Perception Algorithm Engineer jobs? Cities in Georgia with the most Perception Algorithm Engineer job openings:
Signal Processing Engineer (Full-time) Atlanta, GA - DK

Signal Processing Engineer (Full-time) Atlanta, GA - DK

Central Business Solutions, Inc

Atlanta, GA • On-site

Other

Posted 14 days ago


Job description

Project/Unit Description:

The Information and Communications Laboratory (ICL) Communications Systems and Spectrum Division (CSSD) Advanced Communication Systems Branch (ACSB) is looking for Signal Processing Engineers who are eager and capable to research and develop future technology platforms supporting innovative adaptive communications and broad range spectrum-sensing systems and are looking for a dynamic and challenging work environment.

The Division's projects fuse advanced signal processing, adaptive communications, advanced algorithms, and machine learning to research and develop solutions for systems that include adaptive communications, intelligent wideband spectrum sensing, electronic warfare systems, and next-generation wireless network technologies, including 6G/FutureG. The Division supports work across many branches of the Department of War (DoW), including the Army, Navy, and Office of the Secretary of War for Research and Engineering.

The ideal candidate is an experienced Signal Processing Engineer with a diversified background in related domains such as radar, communications, electronic warfare, signals intelligence, and/or communications security. Candidates shall have experience with project planning, technical approach development and execution, and demonstrated capabilities to create innovative ideas and progress from concept to prototype. Candidates should have a strong desire to work with other team members to design, implement, test and field innovative communications platforms with signal processing algorithms after performing tradeoff analysis to provide solutions for communications and spectrum sensing problems of interest to the DoW.

As a researcher, the candidate shall develop innovative concepts and areas of research to investigate, and advance. Additionally, the candidate shall contribute to team efforts to propose and shape paths of inquiry, identify target objectives, and define actionable research tasks to drive research pursuits and directions.

Job Purpose:

Develops and/or applies mathematical, statistical, computational, or modeling techniques to generate algorithms for the processing of analog or digital signals, which may be performed in hardware, firmware, or software systems. Development includes implementation of time and frequency signal algorithms, communications and spectrum sensing algorithms, image processing algorithms and/or the application of sensing and perception algorithms in computer vision, lidar, or other sensor processing modalities. Utilizes complex engineering and mathematical principles to compose algorithm structures for problem solutions including the application of filtering and data fusion methods. Applies algorithms to application specific hardware by writing code in assembly language or in a higher level software environment and integrates or interfaces with additional systems.

Key Responsibilities:

  • Perform basic signal processing with supervisor direction
  • Document work in written and presentation form
  • Contribute to algorithm application discussions
  • Contribute to technical reports/presentations of projects, journal articles, and conference presentations

Additional Responsibilities:

  • Develop, implement, characterize and test leading-edge waveform and communications technologies enabling greater performance while enhancing capabilities through robust, resilient, and secure communications.
  • Develop and/or apply mathematical, statistical, computational, or modeling techniques to generate algorithms for the processing of digital or analog signals, which may be performed in hardware, firmware, or software systems. Development includes implementation of time and frequency signal processing algorithms, communications and spectrum sensing algorithms and/or the application of sensing and perception algorithms in lidar or other sensor processing modalities.
  • Further tasks include utilizing complex engineering and mathematical principles to compose algorithm structures for problem solutions including the application of filtering and data fusion methods as well as applying algorithms to application specific hardware by writing code for embedded systems or in a higher-level software environment to integrate or interface with additional systems.
  • Support and perform adaptive algorithm research and participate in the execution of projects, including attending technical meetings, completing assigned technical tasks, collaborating with colleagues, and presenting their research to the technical team and team leads.
  • Contribute to the development of innovative concepts and programs of research to investigate, advance, and create understanding of emerging problems and solution opportunities in communications technology and applications domains. Propose and shape paths of inquiry, identify target objectives, and define actionable research tasks to drive research pursuits and directions.
  • Investigate, develop, and document technology approaches and solutions that produce valuable objective findings and outcomes for internal and sponsored research programs. Recognize, communicate, and report on objective findings and their implications and value.
  • Support current research efforts, contribute to whitepapers and proposals, and influence technical direction.
  • Conduct solution and system design synthesis translating objectives into requirements, and requirements into physical architectures and solutions for networks of high complexity
  • Tasking will be assigned to leverage the existing skills of the candidate, including physics-based modeling, application of advanced mathematical techniques for data processing, digital signal processing, signals analysis, communication and spectrum system modeling, and system performance prediction.
  • Work with team members to develop AI/ML methods for controlling and optimizing the performance of communications systems
  • Provide guidance and mentoring to more junior research staff and student researchers in all research domains and activities.

Required Minimum Qualifications:

  • Candidates currently enrolled in an accredited degree program relevant to this position will be considered. The candidate must have a graduation date of no later than May, 2026.
  • Experience in professional signal processing development
  • Demonstrated experience in communications, spectrum sensing, electromagnetics, signal processing, machine learning / artificial intelligence, applied mathematics
  • Excellent verbal and written communication skills
  • Ability to work individually and as part of a team
  • Ability to work in a research environment where there are many unknowns and undiscovered paths
  • Ability to operate effectively, maintain productivity, and make well-reasoned decisions despite incomplete information and requirements, while elucidating objectives and target outcomes
  • Ability to be granted Secret Clearance

Preferred Qualifications:

  • Active Secret Clearance or higher
  • Ph.D. degree in Electrical Engineering, Computer Engineering, Mechanical Engineering, Aerospace Engineering, Computer Science, Physics, Mathematics, or a related field
  • 7+ years of experience in professional signal processing development
  • Background in communications and spectrum applications and related algorithms
  • Experience in developing advanced communication systems, implementing or designing waveforms, and integrating communication implementations on SDR platforms
  • Expertise in electromagnetics, modeling & simulation, machine learning/artificial intelligence, image, or control theory
  • Experience with electronic warfare threat systems
  • Experience with cellular communications systems, technologies, and specifications, including ORAN
  • Experience programming in MATLAB
  • Experience in implementing algorithms in FPGAs (Xilinx) using HDL
  • Experience in C/C++ software and systems design and implementation (C++11, C++20)
  • Demonstrated recent experience in performing and/or leading research projects

Travel Requirements:
10% - 25% travel

Education and Length of Experience:

  • 0 years of related experience with a Bachelor's degree in Electrical Engineering, Computer Engineering, Physics, Mathematics, or related field.