19h ago

Staff Machine Learning Engineer

Bengaluru, India

โœจ $250k-$350k / yearest.

full-timeseniorsoftware

๐Ÿ›  Tech Stack

๐Ÿ’ผ About This Role

You'll work on fine-tuning large video models (Vid-LLMs) for specific understanding tasks. Your work will directly impact India's largest subscription platform with 250M+ subscriptions. You'll collaborate with research and product teams to optimize inference performance and bring cutting-edge models to production.

๐ŸŽฏ What You'll Do

  • Fine-tune large video models using LoRA, QLoRA, and PEFT techniques
  • Design model adaptation pipelines for domain-specific video content
  • Optimize inference performance through quantization and distillation
  • Build evaluation frameworks to assess model quality and generalization

๐Ÿ“‹ Requirements

  • 6+ years professional experience in machine learning engineering with deep learning focus
  • Advanced proficiency in Python and deep learning frameworks like PyTorch
  • Hands-on experience fine-tuning large language and multimodal models with PEFT, LoRA
  • Strong understanding of video codecs, processing pipelines, and streaming technologies

โœจ Nice to Have

  • MS or PhD in ML/AI
  • Experience with CUDA or similar GPU optimization frameworks
  • Experience with MLOps tools like MLflow or Weights & Biases

๐ŸŽ Benefits & Perks

  • ๐Ÿ–๏ธ Flexible PTO
  • ๐Ÿ’ป Remote work options (onsite role but flexible)
  • ๐Ÿ“ˆ Annual performance bonus
  • ๐Ÿฅ Comprehensive health insurance
  • ๐Ÿ• Free meals and snacks on-site

๐Ÿ“จ Hiring Process

Estimated timeline: 2-4 weeks ยท AI estimate

  1. 1Recruiter Callยท 30 min
  2. 2Technical Interviewยท 60 min
  3. 3Onsite Interviewยท half day
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