Role Details

- Experience: 4–6 years, Research Scholar, Author
- Primary Tech/Domain: Python, ML, LLMs

Role Summary

Lead and deliver high impact research in AI and data. Own execution excellence with measurable business value, technical depth, and governance.

Responsibilities:

- Novel algorithms or architectures – Development of current techniques for LLMs, agentic AI, or generative models that outperform existing baselines.
- Published research & thought leadership – Peer-reviewed papers, whitepapers, or technical blogs showcasing innovation and advancing industry knowledge.
- Prototype systems & proof-of-concepts – Working demos of new AI capabilities validated for feasibility and scalability.
- Performance benchmarks & evaluation frameworks – Comprehensive metrics for accuracy, latency, cost, fairness, and robustness across models.
- Open-source contributions & tools – Release of reusable libraries, datasets, or frameworks to accelerate adoption and community engagement.

Technical Skills:

- HF Transformers: Trainer API, fine-tuning, LoRA/PEFT; evaluation
- Experimentation: notebooks,



MLflow logging, reproducibility
- LLMOps: RAG baselines, prompt optimization, benchmarks
- Optimization: quantization (bitsandbytes), distillation, throughput/latency
- Data: curation, augmentation, synthetic data caveats
- Publishing: experiment reports, ablations, open-source contributions, publishing research papers.

Architecture & Tooling Stack:

- Source control & workflow: Git, branching standards, PR reviews, trunk-based delivery.
- Containers & orchestration: Docker, Kubernetes, Helm; secrets, configs, RBAC.
- Observability: logs, metrics, traces; dashboards with alerting & on-call runbooks.
- Data/Model registries: metadata, lineage, versioning; staged promotions.

Qualifications:

- Bachelor’s/Master’s in CS/CE/EE/Data Science or equivalent practical experience.
- Strong applied programming in Python; familiarity with modern data/ML ecosystems.
- Proven track record of shipping and operating systems in production.

📌 Artificial Intelligence Researcher (Bengaluru)
🏢 Bandhan Technologies
📍 Bengaluru