Company
Insight LPR is devoted to solving crime by providing Law Enforcement agencies, Commercial Real Estate owners, Homeowners and Automotive Finance companies with its one of a kind cutting-edge License Plate Recognition based platform that is transforming the way LPR is used. Designed to deliver a superior experience, the Insight LPR platform is a complete integrated solution made with our end users in mind. If you thrive in a competitive, fast-paced, mission-driven environment with industry experts, this is a game-changing opportunity for you.
Summary/Objective
As a Machine Learning Engineer specializing in Video Analytics within our Machine Vision team, you will research and develop models and algorithms that enable our cloud and IoT devices to decode streaming video and/or single frame inputs and generate interpreted output(s). You will also design and implement advanced computer vision algorithms, focusing on integrating cloud-based and edge-based Models into our cloud solutions. The ideal candidate will have extensive experience in developing machine learning and custom algorithms for video processing and other related computer vision domains in diverse computing environments.
Essential Functions
• Algorithm Development: Design, develop, and optimize computer vision algorithms for applications such as object detection, object classification, image segmentation and license plate recognition.
• Model Implementation: Implement and fine-tune deep learning models for computer vision tasks using frameworks such as TensorFlow and PyTorch.
• Edge Analytics: Develop edge-based solutions for real-time computer vision applications with limited computational resources.
• Cloud Integration: Create and manage high performance cloud-based computer vision pipelines.
• Dataset Management: Develop processes for data modeling, algorithm development, testing, and metric tracking to maintain end-to-end machine learning production workflows.
• Research & Innovation: Stay up to date with the latest advancements in computer vision, OCR, deep learning; review relevant literature to determine best approaches.
• Ability to operate independently on a small team in a startup-like environment
Education and Experience
• Bs/MS/Ph.D in Computer Science, Mathematics, Electrical Engineering, or a related field
• 5+ years of experience in computer vision and deep learning
• Strong programming skills in Python
• Expertise in computer vision libraries such as OpenCV and deep learning frameworks like TensorFlow and PyTorch
• Experience with cloud computing platforms (e.g., AWS) for deploying and scaling AI models
• Familiarity with edge computing and optimization techniques for resource-constrained devices
• Experience with version control systems (e.g., Git) and CI/CD pipelines
• Excellent problem-solving skills and attention to detail
• Strong communication skills and ability to work in a collaborative environment
Preferred Qualifications
• Experience with NVIDIA CUDA and GPU programming for accelerating computer vision algorithms
• Knowledge of MLOps practices and tools for managing ML model lifecycles
Key Technologies
• Cloud platforms: AWS SageMaker, Google Cloud AI Platform, Azure Machine Learning
• Edge computing: Intel OpenVINO
Benefits
• Competitive compensation package
• Full suite of medical benefits, including dental, vision, pet insurance, 401k.
• PTO and holidays
Position Type/Expected Hours of Work
This is a full-time position. Days and hours of work are variable and based on business need. Evening and weekend work may be required as job duties demand.
Physical Requirements
This position is both indoors and outdoors. Must be able to sit at a computer terminal for an extended period. May be asked to lift approximately 50 lbs. Exposure to moderate noise and light in an office environment, outside with changing weather across the United States, or warehouse.
EEO Statement
Insight LPR provides equal employment opportunities (EEO) to all employees and applicants for employment without regard to race, color, religion, sex, national origin, age, disability, or genetics. In addition to federal law requirements, Insight LPR complies with applicable state and local laws governing nondiscrimination in employment in every location in which the company has facilities.
Other Duties
Please note this job description is not designed to cover or contain a comprehensive listing of activities, duties, or responsibilities that are required of the employee for this job. Duties, responsibilities, and activities may change at any time with or without notice.
Applicants must be legally authorized to work in the United States