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AI/ML Engineer
AI/ML EngineerInnova ESI • Lucknow, IN
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AI / ML Engineer

AI / ML Engineer

Innova ESI • Lucknow, IN
15 hours ago
Job description

Role : AI / ML Engineer

Experience : 6+ Years

Location : Gurgaon | Noida | Pune | Bangalore

Immediate Joiners Only

Job Description :

Detailed Responsibilities

Architecture & Technical Leadership

  • Architect large-scale multimodal AI systems handling video, audio, and image pipelines.
  • Design scalable training, inference, and data ingestion systems for media AI.
  • Lead design of video AI features such as :
  • Scene detection
  • Video summarization
  • Content moderation
  • Annotation workflows
  • Multimodal search and discovery
  • Design and optimize RAG pipelines pulling from transcripts, frames, subtitles, metadata.

Execution & Delivery

  • Oversee model development, integration, deployment, and monitoring.
  • Manage cross-functional delivery with engineers, designers, and media teams.
  • Drive sprint planning, architecture reviews, and performance evaluations.
  • Technical Excellence & Governance

  • Enforce best practices in coding, testing, model governance, and documentation.
  • Build and maintain MLOps standards and model lifecycle processes.
  • Ensure secure, compliant handling of media assets and user data.
  • Team Leadership

  • Mentor ML engineers across levels.
  • Lead technical interviews, onboarding, and capability building.
  • Must-Have Skills

  • Expert in CV, NLP, speech models, and multimodal transformer models.
  • Strong understanding of GPU optimization, distributed training (DeepSpeed, Horovod).
  • Experience with real-time / near-real-time video processing.
  • Hands-on with :
  • MLflow, Ray, Airflow
  • KServe, Triton Inference Server
  • Vector DBs, RAG, LangChain
  • Preferred Skills

  • Experience with broadcast / OTT platforms, MAM systems, and DAM workflows.
  • Experience with generative imaging (Stable Diffusion) or video generation.
  • Qualifications

  • 7–10 years AI / ML experience, including leadership roles.
  • 5 years+ ML engineering experience.
  • Bachelor’s / Master’s in CS / AI.
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