Company Description
Bosch Global Software Technologies Private Limited is a 100% owned subsidiary of Robert Bosch GmbH, one of the world's leading global supplier of technology and services, offering end-to-end Engineering, IT and Business Solutions. With over 28,200+ associates, it’s the largest software development center of Bosch, outside Germany, indicating that it is the Technology Powerhouse of Bosch in India with a global footprint and presence in the US, Europe and the Asia Pacific region.
Job Description
Roles & Responsibilities:
Conduct applied research activities focused on Natural Language Processing, Text Analytics, and Deep Learning.
Develop and fine-tune Large Language Models (LLMs) for various NLP tasks.
Explore and implement Domain Adaptation techniques to enhance model performance in specific areas.
Work on Retrieval-Augmented Generation (RAG) models and methodologies.
Collaborate with cross-functional teams to integrate research outcomes into products and services.
Publish research findings in Top-tier conferences and journals.
Stay updated with the latest advancements in NLP, Deep Learning, and related fields.
Qualifications
Educational qualification:
Master’s or Ph.D. in Computer Science, Artificial Intelligence, or a related field.
Experience:
Overall 3 + years or experience & 2+ years in NLP/Deep Learning
Mandatory/requires Skills :
Strong knowledge and experience in Machine Learning, Deep Learning, Text Analytics and NLP.
Proven track record of research and development in NLP and Deep Learning, evidenced by publications, projects, or contributions to open-source communities.
Interest and aptitude for research activities, with the ability to work independently as well as part of a collaborative team.
Strong programming skills in Python, and experience with deep learning frameworks like PyTorch.
Familiarity with cloud platforms like Azure for large-scale data processing and model training is a plus.
Preferred Skills:
Understanding of ICL/Fine-tuning Large Language Models (LLMs) such as Mistral, Llama-2, Gemma.
Knowledge of Domain Adaptation techniques and their practical applications.
Experience with practical and scalable applications of Retrieval-Augmented Generation (RAG) and related methodologies.
Excellent problem-solving skills and the ability to work in a fast-paced environment.
Strong communication skills and the ability to convey complex ideas effectively.
Additional Information
We are seeking a highly skilled and motivated Applied Researcher with a strong background in Natural Language Processing (NLP), Text Analytics, and Deep Learning. The successful candidate will join our team and contribute to cutting-edge research and development in the field of Generative AI.