onsite
Software Engineer, Agents - Mirage
Software Engineer
Lead the development of AI‑driven video editing tools, leveraging Python, ML, and AWS to build scalable generative media solutions that transform natural language into professional‑grade video edits.
About the role
Key Responsibilities
- Design and implement end‑to‑end pipelines for AI‑native video editing, integrating NLP and generative models.
- Develop scalable services on AWS, ensuring high availability and performance for real‑time video processing.
- Collaborate with research and product teams to translate cutting‑edge research into production‑ready features.
- Optimize deep learning models for inference speed and resource efficiency on GPU clusters.
- Write clean, well‑tested code and maintain comprehensive documentation.
Requirements
- Strong experience in Python and deep learning frameworks (PyTorch/TensorFlow).
- Proven track record building production ML systems on AWS.
- Deep understanding of video codecs, processing pipelines, and real‑time rendering.
- Familiarity with NLP techniques for command parsing and contextual understanding.
- Excellent problem‑solving skills and a passion for pushing the boundaries of generative media.
Skills
pythonmachine learningawsnatural language processingdeep learning