Python Engineer
1 г. назад
Czech RepublicEuropeHybrid
python
Develop backend systems using Python for an AI-driven interactive human-digital platform focused on generative content.
О компании
- About Valka Valka, a visionary spin-off from the Realms Group (the parent company of .gg ), is on a mission to revolutionize the way people create and experience digital content . Our team believes that content shouldn’t just be consumed; it should be co-created in real time , blurring the lines between imagination and reality. By harnessing the power of cutting-edge AI, we aim to build an interactive human-digital platform where virtual characters respond dynamically to each user’s voice, text, gestures, and more. This is your chance to join a diverse group of innovators who are driven to redefine what’s possible in generative content. Together, we’re changing the paradigm from passive viewing to active participation
Обязанности
- Build products based on real-time video, audio, and data streams.
- Translate research into production-ready services with high performance, low latency, and excellent user experience.
- Work closely with an international team of AI researchers and developers to push the boundaries of descriptive and generative video and audio models.
- Maintain high code quality and enforce best software development practices within the team.
- Define and implement best practices for model deployment while developing and managing Python-based microservices and APIs that integrate with GenAI models.
Будет плюсом
- Experience with model performance optimization (TensorRT, ONNX).
- Knowledge of ML/AI frameworks (PyTorch), computer vision (OpenCV).
Другое
- Strong experience in Python (async programming, multiprocessing, profiling, performance tuning).
- Solid understanding of video streaming and experience with real-time systems. (GStreamer, WebRTC, RTSP, etc.)
- Familiarity with messaging systems (RabbitMQ, Kafka)
- Knowledge of GPU acceleration and hardware optimization.
- Strong debugging and problem-solving skills in high-performance systems.
- Experience with cloud deployment platforms on premise (AWS, Azure).