02 Sep
|
Iflow
|
Bengaluru
AI Research Scientist
7-9 Years
Bangalore
- Implement and customize cutting-edge AI research papers into working prototypes and production-ready models.
- Conduct performance improvement experiments on large-scale models, including fine-tuning, prompt engineering, and architecture modifications.
- Develop and manage training and evaluation datasets, including synthetic data generation, annotation pipelines, and benchmark creation.
- Collaborate with engineering and product teams to deploy research outputs into scalable systems.
- Stay up-to-date with the latest advancements in AI and contribute to internal research strategy.
- Document experiments, share insights, and support innovation through patent filings and technical reports.
Required Qualifications
- Ph.D. or Master s degree in Computer Science, Artificial Intelligence, Machine Learning, or a related field.
- Proven experience in implementing and customizing AI research papers (e.g., from arXiv, NeurIPS, ICML).
- Hands-on experience with Large Language Models (LLMs): GPT, LLaMA, Mistral, Falcon.
- Experience with Vision Models: ViT, SAM, CLIP.
- Experience with Generative Models: Reliable Diffusion, DALL E, GANs.
- Experience with Multimodal Systems combining vision, language, and audio.
- Proficiency in Python, PyTorch, TensorFlow, JAX.
- Experience with Hugging Face Transformers, Diffusers, OpenAI Gym.
- Experience with Weights C Biases, MLflow, TensorBoard.
- Experience with Distributed training: DeepSpeed, FSDP, Horovod.
- Knowledge of Model optimization: quantization, pruning, distillation.
- Experience with Data tools: DVC, Apache Arrow, Label Studio. Strong understanding of evaluation metrics, benchmarking, and reproducibility
Disclaimer: This job posting has been aggregated from external source. Role details, content, and availability are subject to change. Applicants are advised to confirm the latest information directly on the company website before applying.
📌 Research Scientist (Bengaluru)
🏢 Iflow
📍 Bengaluru