Note: The job is a remote job and is open to candidates in USA. Flowmentum, Inc. is focused on developing computer-vision-driven automation systems for large customer ecosystems. The Computer Vision & Agentic Systems Engineer will work on building and improving visual analysis pipelines, debugging perception failures, and developing workflows for device interactions, ultimately contributing to robust and reliable systems.
Responsibilities
• Build and improve screenshot and image analysis pipelines
• Develop classifiers and embeddings for visual diffing and defect detection
• Debug perception failures across devices, simulators, and automation runs
• Improve robustness of image capture, alignment, and preprocessing
• Build workflows that drive real device interactions (VR/MR/mobile)
• Debug agent trajectories, action failures, and perception-to-action loops
• Improve reliability of visual grounding, gesture/touch inference, and state detection
• Build evaluation pipelines to score correctness, regressions, and anomalies
• Tune ML models and heuristics used in build-to-diff and test generation workflows
• Work across Python, CV libraries, ML frameworks, and distributed systems
• Deep debugging across CV pipelines, ML models, and distributed execution
• Improve observability, logging, and failure triage
• Design modular components that evolve into a unified agent platform
Skills
• Strong Python engineering (tooling, automation, async/debugging)
• Applied computer vision experience: OpenCV or similar
• Image preprocessing, diffing, detection, classification, embeddings
• ML engineering experience: PyTorch / TensorFlow / Keras
• Model evaluation, error analysis, and iteration
• Comfort debugging across messy, distributed systems
• Ability to reason from incomplete data and ambiguous failures
• Experience with device perception, robotics, XR, or simulation
• Large-scale data pipelines or HPC / GPU-accelerated workflows
• LLM or agentic tooling experience (prompting, orchestration, evaluation)
• AWS, Docker, CI/CD, telemetry systems
Company Overview
• Experienced well connected Tech Recruiters, connecting top talent in emerging and cutting-edge technology areas. It was founded in 2015, and is headquartered in Cheyene, Wyoming, US, with a workforce of 2-10 employees. Its website is http://flowmentum.io/.
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