Research Engineer

2 weeks ago

Bengaluru, Karnataka, India Triomics Full time

Position: NLP Research Engineer

Location: On-site, HSR Layout, Benagluru.

Type: Full Time

About the Role:

We are seeking a driven NLP Research Engineer with 2–3 years of hands-on experience in model development and prototyping. In this R&D-focused role, you will explore and implement state-of-the-art LLM architectures, prompt engineering strategies, and LLM training techniques tailored to healthcare and oncology text. Your primary responsibility is to drive proof-of-concepts—from rapid iterations to rigorous experimental evaluations on clinical-text tasks. While our production teams will help with deployment, you'll collaborate closely to hand off scalable prototypes that demonstrate clear performance gains.

What We Expect You to Bring:

  1. Bachelor's or Master's degree in Computer Science, Computational Linguistics, AI/ML, or a related field
  2. 2–3 years of professional R&D experience in NLP or ML research roles
  3. Strong Python skills and deep familiarity with PyTorch or TensorFlow
  4. Proficiency in working with NLP frameworks (e.g., spaCy, NLTK, HuggingFace Transformers, LangChain, vectorDBs, etc), deep learning libraries (e.g., PyTorch), and common data preprocessing techniques.
  5. Expertise in prompt engineering, few-shot learning, and fine-tuning for domain-specific tasks
  6. Familiarity with building retrieval-augmented generation (RAG) pipelines.
  7. Hands-on experience with LLM fine-tuning using LoRA and SFT methods
  8. Solid understanding of experimental design, ablation studies, and statistical significance testing
  9. Familiarity with clinical or biomedical NLP is a plus
  10. If you have worked with Direct Preference Optimization (DPO), that's a plus
  11. Excellent communication skills for sharing insights in seminars, whitepapers, or publications

What You Will Be Doing:

  1. Model Innovation & Prototyping: Rapidly prototype novel LLM architectures, adapter modules, and prompt-tuning strategies for tasks such as clinical note summarization, entity extraction, and question answering.
  2. Experimental Design & Analysis: Define evaluation protocols, run ablation studies, and analyze results to quantify improvements in accuracy, robustness, and domain generalization.
  3. Proof-of-Concept Development: Build end-to-end POCs demonstrating how research breakthroughs translate into tangible gains on real healthcare datasets.
  4. Collaboration & Knowledge Sharing: Work alongside NLP engineers and MLOps teams to hand off production-ready prototypes; present findings in regular research seminars and contribute to internal or external publications.
  5. Literature & Trend Monitoring: Continuously survey the latest NLP/ML research, distill key innovations, and propose experiments to test applicability in our clinical environment.

Why Join?

  1. We are revolutionizing a unique industry that has the potential to impact and benefit patients from all over the world - you can create impact at scale.
  2. We have access to the best computing resources available, including the H100 and A100, among others.
  3. We have had company-sponsored workations in Bali, Sri Lanka, and Manali and take pride in our hard-working yet super fun culture.
  4. We are working on a few of the most challenging problems in a highly regulated industry, which provides you with an opportunity to solve some of the most interesting things.
  5. You will get a chance to work with experts from multiple industries, the best in the industry compensation, and to continue building your own (and, of course, new) projects.

  • Quality Assurance Engineer

    1 week ago

    Bengaluru, Karnataka, India BestEx Research Full time ₹ 8,00,000 - ₹ 12,00,000 per year

    About BestEx ResearchBestEx Research is a financial technology and research firm specializing in building sophisticated execution algorithms and transaction cost modeling tools servicing multiple asset classes. The firm provides high-performance algorithmic execution services to hedge funds, CTAs, asset managers, and banks through a traditional electronic...

  • Quality Assurance Engineer

    4 days ago

    Bengaluru, Karnataka, India BestEx Research Full time ₹ 5,00,000 - ₹ 10,00,000 per year

    About BestEx ResearchBestEx Research is a financial technology and research firm specializing in building sophisticated execution algorithms and transaction cost modeling tools servicing multiple asset classes. The firm provides high-performance algorithmic execution services to hedge funds, CTAs, asset managers, and banks through a traditional electronic...

  • Quality Assurance Engineer

    2 days ago

    Bengaluru, Karnataka, India BestEx Research Full time ₹ 6,00,000 - ₹ 10,00,000 per year

    About BestEx ResearchBestEx Research is a financial technology and research firm specializing in building sophisticated execution algorithms and transaction cost modeling tools servicing multiple asset classes. The firm provides high-performance algorithmic execution services to hedge funds, CTAs, asset managers, and banks through a traditional electronic...

  • Quality Assurance Engineer

    14 hours ago

    Bengaluru, Karnataka, India BestEx Research Full time ₹ 1,04,000 - ₹ 1,30,878 per year

    About BestEx ResearchBestEx Research is a financial technology and research firm specializing in building sophisticated execution algorithms and transaction cost modeling tools servicing multiple asset classes. The firm provides high-performance algorithmic execution services to hedge funds, CTAs, asset managers, and banks through a traditional electronic...

  • Senior Research Engineer

    4 weeks ago

    Bengaluru, Karnataka, India GE Vernova Full time

    Summary GE Vernova s Advanced Research business is the central innovation engine for GE s portfolio of energy businesses which is unified under one banner called GE Vernova The research organization is made up of 300 researchers representing virtually every major scientific and engineering discipline Collectively they are driving major research programs...

  • Lead Research Engineer

    4 weeks ago

    Bengaluru, Karnataka, India GE Vernova Full time

    Summary GE Vernova s Advanced Research business is the central innovation engine for GE s portfolio of energy businesses which is unified under one banner called GE Vernova The research organization is made up of 300 researchers representing virtually every major scientific and engineering discipline Collectively they are driving major research programs...

  • Ai research engineer, rl

    13 hours ago

    Bengaluru, Karnataka, India Pebble Full time

    Role DescriptionThis is a full-time remote role for an AI Research Engineer specializing in Reinforcement Learning (RL). The AI Research Engineer will be responsible for developing and implementing state-of-the-art RL algorithms, collaborating on research projects, and integrating these algorithms into existing systems.QualificationsFull-stack engineering,...

  • Supplier Quality Engineer

    24 hours ago

    Bengaluru, Karnataka, India Lam Research Full time

    Job DescriptionWe are seeking talent for a Supplier QA Engineer role at Lam Research who would be responsible for managing and executing critical projects, continuous improvement (CI) initiatives and meet Quality metrics of their commodity.Candidates with below skills will qualify for the role:-Hands-on experience in resolving Quality problems related to...

  • Research Engineer

    9 hours ago

    Bengaluru, Karnataka, India ExxonMobil Full time

    Job DescriptionAbout usAt ExxonMobil, our vision is to lead in energy innovations that advance modern living and a net-zero future. As one of the world's largest publicly traded energy and chemical companies, we are powered by a unique and diverse workforce fueled by the pride in what we do and what we stand for.The success of our Upstream, Product Solutions...

  • Senior AI Research Engineer

    5 days ago

    Bengaluru, Karnataka, India beBeeResearch Full time

    Job OverviewWe are seeking an exceptional researcher to join our Emerging Visual-AI Systems Research team. This is a full-time position that involves driving exciting research to identify innovative technologies and capabilities for future AI systems.This role requires a strong system-level programming background, with expertise in GPU/accelerators, network...