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Warner Bros. Discovery - Staff Machine Learning Engineer

Warner Bros. Discovery - Staff Machine Learning Engineer

Warner Bros. DiscoveryBangalore
30+ days ago
Job description

Description :

Roles & Responsibilities :

  • We are looking for a passionate machine learning expert to lead design and development of next-gen video intelligence efforts that drive key applications powered by multimodal video understanding.
  • You have significant experience in building reliable machine learning products in the computer vision domain.
  • Furthermore, you are passionate about multi modal learning and how AI can transform the media & entertainment industry and make all the amazing content accessible to everyone around the world.
  • Architect, build and scale computer vision and multimodal capabilities to support video understanding use-cases within WBD
  • Work closely with Principal Engineers on defining technical vision and strategy for the platform, as well as on prioritizing capabilities alongside with Product team
  • Develop or fine-tune models for fine grained scene segmentation, annotation, summarization, metadata generation, and selection from videos.
  • Use open-source and off-the-shelf gen AI models as the starting point for model fine-tuning and improvements, maximizing precision and recall on WBD content and objectives
  • Help build a culture of innovation and engineering excellence by providing guidance to a team of machine learning engineers
  • Collaborate with adjacent engineering teams to ensure tight integrations to production pipelines in media supply chain and video streaming applications
  • Evaluate and work with vendors to ensure product deliverables and engineering standards are met, when applicable
  • Be a thought leader and engineering and operational excellence champion.
  • Demonstrate and foster a culture of growth mindset and curiosity for keeping up with the evolving state of the art and be nimble to rapidly adapt to new models and architectures
  • Mentor, influence engineers across organizations and lead by example with high quality work at the organization level

What to Bring :

  • 9- 12 years of coding experience in the industry (C / C++, Java, Go, Python)
  • 5+ years of applied machine learning experience to CV tasks
  • Masters / PhD degree required
  • Excellent familiarity with state-of-the-art large-language-models, image and video models and their applications to multi modal tasks
  • Experience in video representation learning (e.,TimeSformer / SlowFast / X3D), shot / scene segmentation, keyframe extraction, visual retrieval (CLIP / BLIP / SigLIP or custom dual encoders).
  • Retrieval and re-ranking (e., HNSW / FAISS)
  • Scaling model training / inference on multi-GPUs
  • Ability to implement algorithms from state-of-the-art papers in the domain of computer vision (in particular, video processing)
  • Excellent architecture and design skills applied to Machine Learning products
  • Experience with PyTorch and / or TensorFlow
  • Very strong foundations in Computer Science, Data Structures and Algorithms
  • Ability to transfer high level, abstract and ambiguous tasks into a set of clear technical requirements
  • Ability to understand and embrace complex business interest and operations, and communicate the impact of AI in less technical terms with stakeholders
  • Systematic and pragmatic engineer, balancing business sense of urgency with engineering excellence
  • Ability to assess different solutions for the same problem with key metrics, trade-offs and be able to make an informed decision
  • What We Offer :

  • A Great Place to work.
  • Equal opportunity employer
  • Fast track growth opportunities
  • (ref : hirist.tech)

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    Warner Bros Learning • Bangalore

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