
Media AI Development Leader
1 day ago
About Sarvam AI is developing a cutting-edge media AI engine to automate movie and OTT content creation & localization across India's diverse languages.
Job Description:
We seek a Senior Machine Learning Engineer to lead the orchestration of our end-to-end AI in Media pipeline, combining state-of-the-art models, agile workflows, and media-grade quality automation. The ideal candidate will be responsible for designing and evolving Sarvam's Media AI pipeline by integrating agent-based orchestration, scalable ML integration, and rapid experimentation.
Responsibilities:
- Design and evolve Sarvam's Media AI pipeline by integrating agent-based orchestration, scalable ML integration, and rapid experimentation.
- Develop production-grade ML pipelines ensuring robustness, automation, and adaptability to media workflows.
- Prototype and deploy agentic systems for task sequencing, error handling, and quality evaluation.
- Drive improvements through prompt engineering, RAG, fine-tuning, and metric-driven performance monitoring.
- Establish pipeline-wide standards for quality, testing, fallback mechanisms, and edge-case handling.
- Collaborate with model researchers, infra/platform teams, and product stakeholders for end-to-end reliability.
- Provide technical leadership and mentorship across the orchestration and pipeline engineering team.
Requirements:
- 4-7 years of experience in ML/AI engineering.
- Hands-on expertise in Generative AI: LLMs, prompt design, and complex agentic systems.
- Strong proficiency in Python, PyTorch/TensorFlow, MCP, and agent orchestration frameworks.
- Proven track record of deploying ML pipelines in production at scale with monitoring and alerts.
- Familiarity with cloud platforms, containerised deployments, and scalable inference.
Benefits:
As a leading developer in this role, you will have the opportunity to work on cutting-edge projects, collaborate with top talent, and drive innovation in the field of AI and machine learning.
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