Job Summary: Opening for Computer Vision development, focused on video processing, object detection and tracking, and hardware integration, applying machine learning and deep learning models. Key Highlights: 1. Computer Vision development with ML/DL and video processing. 2. Optimization of algorithms for edge devices and servers. 3. Analytical profile with interest in solving complex problems. **Location: On-site mandatory — Vitória/ES** Company: Atman **ABOUT THE POSITION** Job opening for Computer Vision development, focusing on video processing, object detection and tracking, real-time analysis, and integration with cameras and hardware. Work involves production-ready machine learning and deep learning models, deployed both on edge (embedded devices/cameras) and servers, requiring attention to latency, performance, and efficient resource utilization. **RESPONSIBILITIES** · Research and evaluate solutions and tools for practical problem-solving; · Develop machine learning applications focused on computer vision; · Evaluate algorithm performance using standard metrics from the literature; · Prepare datasets for training and testing neural network-based algorithms; · Integrate developed applications with other software and hardware products—both internal and third-party; · Document all work performed. **TECH STACK AND TECHNICAL KNOWLEDGE** · Knowledge of classical computer vision techniques such as optical flow, edge detection, background subtraction, and histogram equalization; · Experience with machine learning and deep learning applied to computer vision, with emphasis on convolutional neural networks (CNNs); · Proficiency in Python or C\+\+ programming language; · Knowledge of parallel programming for CPU and GPU; · Familiarity with relevant libraries and frameworks, including OpenCV, PyTorch, TensorFlow, NVIDIA AI, GStreamer; · Best practices for agile software development and self-managed projects, with proficiency in Git, Docker, REST APIs, databases and SQL, DevOps/MLOps; · Experience with embedded systems and algorithm optimization for specialized hardware; · Ability to conduct research and propose technological innovations, keeping up with state-of-the-art developments in computer vision; **MATHEMATICAL FOUNDATION** Applied linear algebra and probability, with ability to understand, tune, and optimize existing models. This is not an academic research position, but requires a solid mathematical foundation for practical application. **REQUIREMENTS** · Completed undergraduate degree in Computer Science, Engineering, Mathematics, Physics, or related fields. · Practical experience in computer vision (academic or professional) · Intermediate to advanced English **PREFERRED QUALIFICATIONS** · Conversational Spanish or Italian (strong plus) · Experience with edge-deployed solutions · Experience with real-time systems · Experience with performance optimization · Prior exposure to hardware, sensors, or industrial cameras **EXPECTED PROFILE** · Analytical mindset · Genuine interest in solving complex problems · Strong learning ability · Attention to performance, stability, and production operation · Aptitude for working with software integrated into hardware **SALARY RANGE** R$ 6\.000 to R$ 12\.000 Compensation level determined according to technical assessment. **EMPLOYMENT TYPE AND BENEFITS** Employment Type: CLT Working Hours: Monday to Friday, 8:00 AM to 5:00 PM · Meal allowance · Food allowance · Unimed health insurance · Dental insurance · Life insurance **HOW TO APPLY** Interested candidates should send their resume to vagas@atmansystems.com, specifying the area of interest in the email subject line. Job Type: Full-time, Permanent CLT Salary: R$6\.000,00 \- R$12\.000,00 per month Benefits: * Health insurance * Dental insurance * Life insurance * Meal allowance * Food allowance * Transportation allowance Work Location: On-site