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Innova ESI
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AI/ML Engineer

AI/ML Engineer

Innova ESI

6 years

0 Lacs

delhi india

Posted:23 hours ago| Platform:

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Skills Required

ai ml architecture video design training inference data content annotation model development integration deployment drive planning coding testing governance onboarding optimization mlflow imaging leadership engineering

Work Mode

On-site

Job Type

Full Time

Job Description

Role: AI/ML Engineer

Experience: 6+ Years

Location: Gurgaon | Noida | Pune | Bangalore

Immediate Joiners Only

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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