Ai Engineer
hace 2 meses
**Job Summary**:
**Key Responsibilities**:
- Write, test, and optimize code in both C++ and Python to ensure high performance and reliability in real-time visual AI processing.
- Integrate and adapt open-source libraries and frameworks (e.g., OpenCV, PyTorch, TensorFlow) to meet project requirements.
- Build efficient data processing and model inference pipelines, enabling scalable deployment in production environments.
- Collaborate with data scientists to implement data preprocessing, augmentation, and model training pipelines for visual data.
- Troubleshoot and optimize performance of the visual AI pipelines, addressing latency, memory usage, and accuracy challenges.
- Develop and maintain documentation, including pipeline architecture, API specifications, and best practices.
- Keep abreast of advancements in computer vision and visual AI, evaluating new open-source tools and techniques to enhance pipeline capabilities.
**Qualifications**:
- Bachelor’s or Master’s degree in Computer Science, Artificial Intelligence, Computer Vision, or a related field, or equivalent practical experience.
- 3+ years of experience in software engineering, with proficiency in C++ and Python programming languages.
- Hands-on experience with open-source visual AI libraries and frameworks (e.g., OpenCV, PyTorch, TensorFlow, ONNX).
- Familiarity with developing end-to-end pipelines, including data preprocessing, model training, inference, and deployment.
- Knowledge of performance optimization techniques, such as parallel processing, GPU acceleration, and memory management.
- Ability to work with cross-functional teams, including data scientists and DevOps engineers, to integrate visual AI pipelines into broader systems.
- English required
**Preferred Skills**:
- Familiarity with machine learning model optimization techniques, such as quantization, pruning, and distillation.
- Knowledge of MLOps best practices, including CI/CD for machine learning and model monitoring.
- Contributions to open-source projects, especially in the computer vision domain.
**Location: Remote in Colombia**
**English Advanced Mandatory**
**Experience; + 4 years
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