| Date | 2024-10-13 |
|---|---|
| Job Title | Lead Python Developer (Ai/Ml Cloud, Nvidia Sdks) (George Hybrid) |
| Employer | Datafin More Information |
| Salary | 0 |
| Category | It Computer |
| Location |
Western Cape / Cape Town |
Job Summary
Cape Town – Western Cape
- Lead the development, optimization, and maintenance of Python-based applications for smart alarm systems.
- Architect and implement AI models (e.g., AWS Rekognition) for real-time human detection in surveillance systems.
- Oversee the integration of NVIDIA SDKs (e.g., TensorRT, CUDA, DeepStream) for edge-based AI processing on NVIDIA Jetson devices.
- Build and manage AWS cloud infrastructure, including S3, Rekognition, Lambda, DynamoDB, and other services.
- Lead the handling of RTSP camera feeds, ensuring optimal stream handling and device stability.
- Design and maintain RESTful APIs to enable communication between devices, cloud services, and user interfaces.
- Manage the companys CRM (Monday.com), offering IT support and helping to ensure smooth workflows.
- Maintain and manage the companys website and handle other technical tasks, including automation of business processes and system monitoring.
- Ensure real-time notifications through integrated services like Telegram Bot APIs for system events and alerts.
- Oversee the security of cloud-based operations, ensuring proper use of IAM roles and permissions for all systems.
- Write and manage system services for device-based applications, ensuring efficient operation across Linux-based systems.
- Act as the lead IT expert within the company, providing technical assistance for both development and general IT needs.
- 3+ Years of Python development experience with an emphasis on AI/ML and cloud-based systems.
- Extensive experience with AWS services: S3, Rekognition, Lambda, DynamoDB, IAM, and more.
- Proficiency in NVIDIA SDKs (e.g., TensorRT, CUDA, DeepStream) and edge-based AI processing.
- Expertise in AI model development and integration for real-time camera detection systems.
- Strong knowledge of RTSP streams, video pipelines, and handling real-time video data.
- Hands-on experience with AWS SDKs and Boto3 for Python-based cloud operations.
- Experience with RESTful API development and webhooks, particularly for real-time communications and alerts.
- Familiarity with Git and collaborative workflows (code reviews, CI/CD, branching).
- Familiarity with system services and process management on Linux-based systems (e.g., Nvidia Jetson Nano).
- Experience with cloud security practices and IAM role management.
- Comfortable managing general IT responsibilities, including CRM systems (e.g., Monday.com), and troubleshooting business-wide technical issues.
- Valid Drivers License.
- BSc Degree in Computer Science or equivalent qualification.
- Experience with Nvidia Jetson devices for AI/ML on the edge.
- Familiarity with GStreamer for managing video pipelines and streams.
- Experience with DeepStream SDK and deploying AI models for real-time human detection.
- Knowledge of CRM tools such as Monday.com, task automation, and workflow optimization.
- Experience managing websites and ensuring smooth business-wide IT operations.
- Strong leadership and project management abilities.
- Excellent communication skills, with the ability to explain complex technical concepts to non-technical stakeholders.
- Ability to work independently and manage multiple projects in a fast-paced environment.
- Strong problem-solving skills and the ability to work across diverse technical domains.
Lead Python Developer (Ai/Ml Cloud, Nvidia Sdks) (George Hybrid) position available in Western Cape, Cape Town. This job position was posted by Datafin. The job has been posted as a premium ad on 2024-10-13 at 16:09:18 in the It Computer category
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