Research Engineer - NLP

Roles & Responsibilities:

1. Research and Development:

Design, develop, and implement novel NLP algorithms and models to achieve state-of-the-art performance on various NLP tasks.

1. Algorithm Engineering:

Implement NLP algorithms and models from theory to practice, ensuring their scalability, efficiency, and performance.

1. Experimentation and Evaluation:

Conduct thorough experiments and evaluations of NLP models to determine their effectiveness and identify areas for improvement.

1. Model Optimization and Deployment:

Optimize and deploy NLP models for production-ready use cases, ensuring their reliability and maintainability.

1. Knowledge Sharing and Collaboration:

Collaborate with the research team to share knowledge, best practices, and research results.

1. Staying Up-to-Date:

Stay current with the latest developments in NLP research and industry trends.

1. Documentation and Communication:

Write technical reports, papers, and documentation to communicate research results and best practices.

1. Mentorship and Training:

Mentor and train junior researchers and engineers to develop their NLP skills.

Required skills:

1. Strong background in NLP, including language understanding, text processing, and machine learning.

2. Proficiency in one or more programming languages (e.g., Python, Java, C++, R).

3. Familiarity with NLP frameworks and toolkits (e.g., Py Torch, Tensor Flow, spa Cy, NLTK).

4. GenAI Skills and Tools:

RAG, Quantization, LLM-fine tuning, Parameter Efficient Fine-tuning (PEFT) using LoRA/QLoRA, Lang Chain, Lang Graph/Auto Gen/CrewAI.

1. MLOps:

Atleast one of MLFlow, DVC, Wandb, Airflow.

1. Strong knowledge of machine learning and deep learning concepts, including supervised and unsupervised learning methods.

2. Research experience with publication(s) in top-tier NLP conferences.

3. Excellent problem-solving and analytical skills, with a strong ability to design and implement solutions.

4. Strong communication and collaboration skills, with the ability to effectively communicate technical research and ideas to both technical and non-technical stakeholders.

1. Ph.D. or M.S. from top Indian institutes (IITs, IIITs, IISc etc.) in Computer Science or a related field (e.g., NLP, linguistics, artificial intelligence, cognitive science)

3-5 years of experience.

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.