Data Science NLP developer

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 22,700 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

2-8 years of experience in commercial software development & data science for medium to large scale deployments. Must have worked on multi domain and wide range of technologies and hands-on on leading technologies. Quick learner and passionate to drive the programs through technical strengths.Tasks

• Research & Development of Algorithms in the area of ML, NLP, NLU and Text Analytics
• Work closely with the research & product teams to investigate the approach & develop professional grade software for Business Units
• Study & extend the Open-Source frameworks in ML & NLP, Analytics for suitable requirements.
• Grasp and learn from the on-job assignments in the area of research, suggest innovative approaches & work independently.
• Own the complete pipeline with Data Engineering activities.
• Benchmarking with SOTA models and extend/improve the results by closely working with domain experts and senior researchers.

Requirements

• In Depth knowledge of Machine Learning Algorithms and that are used in NLP and NLU
• Conceptual and hands on experience in using and implementing Deep Learning architectures like CNN, RNN and its various flavors.
• Strong knowledge in Data Structures
• Expert in Production Deployment and Development using python
• In depth knowledge of python libraries like NumPy, SciKit, Pandas etc.
• Production experience on know-how of SDLC/Agile development
• Strong Mathematics w.r.t Machine Learning and Deep Learning
• Experience in extending functionalities from Open-Source projects.
• Experience in working as or along with Research Team shall be an added advantage.

Technical Skills and Competency:

• Excellent in Python programming skill is a MUST.
• Hands on experience in Python in Production is mandatory.
• R knowledge would be an added advantage.
• Experience in NLTK, Spacy, Spark ML shall be an added advantage.
• Knowledge of Web-Services/SoA/RESTful Services and Semantics shall be an added advantage.
• Excellent Communication and Interpersonal skills
• Fundamentals of Generative AI and Experience with LLMs & RAG would be a big plus.

Qualifications

BE/MS/M. Tech (Electronics, Computer Science or related)

Additional Information

2-8 Years of experience