27 Oct
|
Honeybee Tech Solutions
|
Bengaluru
27 Oct
Honeybee Tech Solutions
Bengaluru
Job Summary The AI/ML Tech Lead will drive the end-to-end architecture, implementation, and scaling of multimodal AI systems within a media organization.
The role involves leading teams that deliver solutions across media understanding, personalization, search, content moderation, and automation, while ensuring engineering excellence, scalability, and robustness across AI systems.
Must-Have Skills
Expert-level knowledge of Computer Vision (CV), NLP, Speech Models, and Multimodal Transformer Models
Robust understanding of GPU optimization
Hands-on experience with distributed training, including:
DeepSpeed
Horovod
Experience with real-time near-real-time video processing
Hands-on experience with:
MLflow
Ray
Airflow
KServe
Triton Inference Server
Vector Databases
RAG
LangChain
Preferred Skills
Experience with Broadcast OTT platforms
Experience with MAM (Media Asset Management) systems
Experience with DAM (Digital Asset Management) workflows
Experience with Generative Imaging, such as Secure Diffusion
Experience with Video Generation
Qualifications
6 to 10 years of AI/ML experience, including leadership experience
5+ years of hands-on ML Engineering experience
Bachelor's or Master's degree in Computer Science, Artificial Intelligence,
or a related field
Key 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 applications.
Lead the architecture and development of video AI capabilities, including:
Scene Detection
Video Summarization
Content Moderation
Annotation Workflows
Multimodal Search & Discovery
Design and optimize RAG pipelines using:
Transcripts
Video frames
Subtitles
Metadata
Drive technical decisions around AI/ML architecture, scalability, performance, and reliability.
Lead engineering teams in delivering production-ready AI solutions.
Ensure AI systems are robust, scalable, and optimized for real-time or near-real-time media processing.
Key Screening Keywords AI/ML Tech Lead | Machine Learning | Computer Vision | NLP | Speech Models | Multimodal AI | Transformers | GPU Optimization | DeepSpeed | Horovod | Real-Time Video Processing | MLflow | Ray | Airflow | KServe | Triton Inference Server | Vector DB | RAG | LangChain | Secure Diffusion | Video Generation | OTT | Broadcast | MAM | DAM
📌 Ai/ml Professional Bengaluru
🏢 Honeybee Tech Solutions
📍 Bengaluru