Quick Overview
Seniority
Mid Senior
Work mode
Hybrid
Location
Coppell, TX, United States
Posted
3 days ago
AWSMLOpsMachine LearningAgileAzureComputer VisionGoogle CloudIoTPyTorchPythonTensorFlow
Job Description
Experience
- 3 5 years of hands-on experience building computer vision and machine learning models.
- Proven track record taking models from experimentation to production.
Skills
- Proficiency in both modern AI-based CV models (CNNs, transformers, embeddings) and traditional computer vision
- Strong Python skills for CV/ML development, data processing, and experimentation.
- Experience with PyTorch or TensorFlow.
- Hands-on experience with detection, segmentation, classification, and image/video analysis.
- Practical knowledge of computer vision hardware-cameras, sensors, lighting, and edge devices-and the real-world constraints that affect data quality and model performance.
- Experience with broader ML problems: time-series modeling, anomaly detection, clustering, and data analysis.
Abilities
- Strong analytical and performance-debugging skills.
- Able to evaluate model options and turn business problems into practical AI solutions.
- Strong problem-solving skills and ability to work in a fast-paced, agile environment.
Education:
- Bachelor's or Master's degree in Computer Science, Engineering or a related field.
Preferred Qualifications
- Experience deploying models to edge devices or optimizing for inference (quantization, pruning, TensorRT, ONNX).
- Familiarity with MLOps practices: experiment tracking, model versioning, and drift/performance monitoring.
- Experience with cloud platforms (Azure, AWS, or Google Cloud Platform) and GPU-based training.
- Experience working with retail, IoT, or real-world imaging datasets.
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