19h ago
Staff Machine Learning Engineer
Bengaluru, India
โจ $250k-$350k / yearest.
full-timeseniorsoftware
๐ Tech Stack
๐ผ 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.
๐ฏ 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
๐ 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
โจ 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
๐ Benefits & Perks
- ๐๏ธ Flexible PTO
- ๐ป Remote work options (onsite role but flexible)
- ๐ Annual performance bonus
- ๐ฅ Comprehensive health insurance
- ๐ Free meals and snacks on-site
๐จ Hiring Process
Estimated timeline: 2-4 weeks ยท AI estimate
- 1Recruiter Callยท 30 min
- 2Technical Interviewยท 60 min
- 3Onsite Interviewยท half day
0 0 0