24 Aug
|
Technoworkz Technologies
|
Bengaluru
24 Aug
Technoworkz Technologies
Bengaluru
We are seeking a Principal Scientist Generative AI & NLP to lead our research and development efforts in cutting-edge AI technologies, including Large Language
Models (LLMs), multimodal AI, and agentic systems. This role is ideal for a seasoned AI researcher and technologist with a robust publication record, deep algorithmic expertise, and hands-on experience in building and optimizing large-
scale AI systems under real-world constraints. You will play a pivotal role in setting the research direction, leading high-impact publications, and driving the development of scalable, production-ready AI solutions that power next-generation products.
Public
Key Responsibilities
- Research Leadership
- Define and drive the research roadmap in LLMs, multimodal AI, and
Generative AI.
- Lead the authoring and publication of top-tier research papers (e.g.,
NeurIPS, ICML, ACL, CVPR).
- Stay at the forefront of AI advancements and translate research into
practical, scalable solutions.
- Algorithm & System Design
- Design and optimize novel algorithms for generative modeling, NLP,
and agentic AI under system and compute constraints.
- Lead the development of high-performance training pipelines for
large-scale models, including distributed training and inference optimization.
- Product & Platform Development
- Architect and implement end-to-end GenAI systems, including
prompt orchestration, retrieval-augmented generation (RAG), and agentic workflows.
- Collaborate with engineering, product, and data science teams to
integrate AI solutions into production environments.
- Build and maintain highly scalable backend microservices and real-
time inference systems on cloud platforms (AWS, GCP, Azure).
- Mentorship & Collaboration
- Mentor junior scientists / engineers in GenAI best practices and
research methodologies.
- Work cross-functionally to align AI initiatives with business goals and
customer needs.
Required Qualifications
- Ph.D. or Master’s in Computer Science, Machine Learning, Mathematics,
Computational Linguistics, or a related field.
- 10–15 years of industry and/or academic experience in AI/ML, with 7+ years in NLP and Generative AI.
- Demonstrated leadership in publishing top-tier research such as NeruralIPS,
ICLR, ICML, AAAI, and CVPR in LLMs, multimodal models, or related areas.
- Proven experience in large-scale model training, optimization, and deployment.
- Expertise in Python, with proficiency in frameworks such as Hugging Face
Transformers, TensorFlow, PyTorch, Keras, JAX.
- Deep understanding of LLMs, multimodal AI, embedding models, vector databases, and agentic AI.
- Experience with MLOps/LLMOps tools (e.g., MLflow, Weights & Biases,
DVC, SageMaker, Vertex AI).
- Strong system design skills, including distributed systems, data pipelines,
and API development.
📌 Lead Principal Scientist -AI Research (Bengaluru)
🏢 Technoworkz Technologies
📍 Bengaluru