Gatekeeper Systems
Machine Learning Vision Engineer
Gatekeeper Systems, Lake Forest, California, United States, 92630
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Gatekeeper Systems
stands proudly as the foremost global leader in retail loss prevention, operations management, and analytics, with our headquarters based in Foothill Ranch, California.
We maintain a strong presence across the globe, with offices in the UK, Australia, China, Hong Kong, Germany, France, and Canada, fostering a diverse team of 450 talented employees. Over the past 25 years, Gatekeeper Systems has been at the forefront of the industry
, demonstrating our commitment to excellence through cutting-edge technologies and unparalleled customer service. Join us on our journey as we continue to revolutionize the retail sector, providing innovative solutions and services that redefine industry standards. POSITION SUMMARY: We are looking for a highly skilled
Machine Learning Vision Engineer
to design, develop, and implement AI-driven vision solutions that enhance our products and services in the
Retail Theft Prevention
domain. The ideal candidate should have a strong background in
machine learning ,
computer vision and AI pipelines . A key advantage would be the ability to
optimize machine learning models
for efficient deployment on
edge devices , ensuring performance and scalability in real-world environments. Additionally, experience in building data-to-deployment training pipelines in the cloud and on the edge is a plus. This role offers the opportunity to work on
cutting-edge AI solutions
that drive innovation in
computer vision
and be a key contributor to our
Computer Vision
and
AI stack. Join the team at Gatekeeper Systems and watch your career grow! We offer competitive compensation and benefits packages that include: Attractive Total Compensation Package, including annual bonus Comprehensive healthcare benefits including medical, dental, and vision coverage; Life/ADD/LTD insurance; FSA/HSA options. 401(k) Plan with Employer Match Generous Paid Time Off (PTO) policy Observance of 11 paid company holidays Various Employee Engagement Events Positive Company Culture ESSENTIAL JOB FUNCTIONS; but not limited to: Design and implement real-time object detection, tracking, and classification solutions using machine learning and computer vision techniques. Optimize models for real-time processing on various platforms, including edge devices, cloud-based systems, and embedded hardware, ensuring low-latency performance. Develop and manage end-to-end machine learning pipelines to automate and optimize data curation, preprocessing, and model training workflows. Implement automation tools and monitoring frameworks to track model performance, detect anomalies, and streamline updates. QUALIFICATION REQUIREMENTS The requirements listed below are representative of the knowledge, skill and/or ability required. Strong knowledge of algorithm development and data structures. Proficiency in TensorFlow Lite and model quantization. Ability to thrive in a fast-paced environment and handle complex, evolving requirements. Track record of innovative problem-solving and a willingness to explore unconventional approaches. Exemplifies professionalism in all aspects of day-to-day duties and responsibilities. Self-aware and open to learning about personal effectiveness in the workplace. Exhibits a positive attitude toward the vision, policies, and goals of Gatekeeper Systems. Constantly strives to improve performance and effectiveness of the team and the company. EDUCATION AND/OR EXPERIENCE Masters degree (preferred) in CS, CE, ML or related field experience 3+ years of building models for edge deployment for camera-based object detection and classification 3+ years of programming in Python (preferred) or C/C++ Experience with deep learning frameworks like PyTorch or TensorFlow. Experience working with MobileNetV2 and YOLOv8 models. Experience with embedded Linux software development, Yocto experience a plus General understanding of camera hardware and video formats Experience with Google Cloud Platform and cloud-based AI workflows. DISCLAIMER This Job Description is a general overview of the requirements for the position. It is not designed to contain, nor should it be interpreted as being all inclusive of every task which may be assigned or required. It is subject to change, in alignment with company/department needs and priorities. Gatekeeper Systems, Inc., is an equal opportunity employer. We are committed to developing a diverse workforce and cultivating an inclusive environment. We value diversity and believe that we are strengthened by the differences in our experiences, thinking, culture, and background. We strongly encourage applications from candidates who demonstrate that they can contribute to this goal. We do not discriminate on the basis of race, religion, color, national origin, gender, sexual orientation, age, marital status, veteran status, disability status or any protected basis. Seniority level
Seniority level
Mid-Senior level Employment type
Employment type
Full-time Job function
Industries
Technology, Information and Media and Manufacturing Referrals increase your chances of interviewing at Gatekeeper Systems, Inc. by 2x Inferred from the description for this job
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stands proudly as the foremost global leader in retail loss prevention, operations management, and analytics, with our headquarters based in Foothill Ranch, California.
We maintain a strong presence across the globe, with offices in the UK, Australia, China, Hong Kong, Germany, France, and Canada, fostering a diverse team of 450 talented employees. Over the past 25 years, Gatekeeper Systems has been at the forefront of the industry
, demonstrating our commitment to excellence through cutting-edge technologies and unparalleled customer service. Join us on our journey as we continue to revolutionize the retail sector, providing innovative solutions and services that redefine industry standards. POSITION SUMMARY: We are looking for a highly skilled
Machine Learning Vision Engineer
to design, develop, and implement AI-driven vision solutions that enhance our products and services in the
Retail Theft Prevention
domain. The ideal candidate should have a strong background in
machine learning ,
computer vision and AI pipelines . A key advantage would be the ability to
optimize machine learning models
for efficient deployment on
edge devices , ensuring performance and scalability in real-world environments. Additionally, experience in building data-to-deployment training pipelines in the cloud and on the edge is a plus. This role offers the opportunity to work on
cutting-edge AI solutions
that drive innovation in
computer vision
and be a key contributor to our
Computer Vision
and
AI stack. Join the team at Gatekeeper Systems and watch your career grow! We offer competitive compensation and benefits packages that include: Attractive Total Compensation Package, including annual bonus Comprehensive healthcare benefits including medical, dental, and vision coverage; Life/ADD/LTD insurance; FSA/HSA options. 401(k) Plan with Employer Match Generous Paid Time Off (PTO) policy Observance of 11 paid company holidays Various Employee Engagement Events Positive Company Culture ESSENTIAL JOB FUNCTIONS; but not limited to: Design and implement real-time object detection, tracking, and classification solutions using machine learning and computer vision techniques. Optimize models for real-time processing on various platforms, including edge devices, cloud-based systems, and embedded hardware, ensuring low-latency performance. Develop and manage end-to-end machine learning pipelines to automate and optimize data curation, preprocessing, and model training workflows. Implement automation tools and monitoring frameworks to track model performance, detect anomalies, and streamline updates. QUALIFICATION REQUIREMENTS The requirements listed below are representative of the knowledge, skill and/or ability required. Strong knowledge of algorithm development and data structures. Proficiency in TensorFlow Lite and model quantization. Ability to thrive in a fast-paced environment and handle complex, evolving requirements. Track record of innovative problem-solving and a willingness to explore unconventional approaches. Exemplifies professionalism in all aspects of day-to-day duties and responsibilities. Self-aware and open to learning about personal effectiveness in the workplace. Exhibits a positive attitude toward the vision, policies, and goals of Gatekeeper Systems. Constantly strives to improve performance and effectiveness of the team and the company. EDUCATION AND/OR EXPERIENCE Masters degree (preferred) in CS, CE, ML or related field experience 3+ years of building models for edge deployment for camera-based object detection and classification 3+ years of programming in Python (preferred) or C/C++ Experience with deep learning frameworks like PyTorch or TensorFlow. Experience working with MobileNetV2 and YOLOv8 models. Experience with embedded Linux software development, Yocto experience a plus General understanding of camera hardware and video formats Experience with Google Cloud Platform and cloud-based AI workflows. DISCLAIMER This Job Description is a general overview of the requirements for the position. It is not designed to contain, nor should it be interpreted as being all inclusive of every task which may be assigned or required. It is subject to change, in alignment with company/department needs and priorities. Gatekeeper Systems, Inc., is an equal opportunity employer. We are committed to developing a diverse workforce and cultivating an inclusive environment. We value diversity and believe that we are strengthened by the differences in our experiences, thinking, culture, and background. We strongly encourage applications from candidates who demonstrate that they can contribute to this goal. We do not discriminate on the basis of race, religion, color, national origin, gender, sexual orientation, age, marital status, veteran status, disability status or any protected basis. Seniority level
Seniority level
Mid-Senior level Employment type
Employment type
Full-time Job function
Industries
Technology, Information and Media and Manufacturing Referrals increase your chances of interviewing at Gatekeeper Systems, Inc. by 2x Inferred from the description for this job
Medical insurance Vision insurance 401(k) Get notified about new Machine Learning Engineer jobs in
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Orange County, CA $75,000.00-$85,000.00 1 day ago Irvine, CA $109,000.00-$202,000.00 3 weeks ago Lake Forest, CA $150,000.00-$180,000.00 1 week ago Irvine, CA $130,000.00-$180,000.00 1 week ago Irvine, CA $186,000.00-$232,500.00 1 week ago Irvine, CA $130,000.00-$150,000.00 4 days ago Artificial Intelligence and Machine Learning Intern
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Brea, CA $98,000.00-$120,000.00 2 days ago Costa Mesa, CA $150,000.00-$220,000.00 19 hours ago Senior Machine Learning Software Engineer
Irvine, CA $141,000.00-$202,000.00 1 week ago Santa Ana, CA $90,000.00-$95,000.00 2 weeks ago 2.2 Software Engineer: Frontend / 3D Visualizations
Orange, CA $140,000.00-$160,000.00 1 week ago Embedded Systems Machine Learning Engineer
Irvine, CA $160,000.00-$190,000.00 3 weeks ago Software Development Engineer in Test 2025 (US)
Irvine, CA $105,000.00-$185,000.00 1 week ago Were unlocking community knowledge in a new way. Experts add insights directly into each article, started with the help of AI. #J-18808-Ljbffr