Data Science (R&D)
Bosch Group
Job Description
2-4 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
o  Research & Development of Algorithms in the area of ML, NLP, NLU and Text Analytics
o  Work closely with the research & product teams to investigate the approach & develop professional grade software for Business Units
o  Study & extend the Open Source frameworks in ML & NLP, Analytics for suitable requirements
o  Grasp and learn from the on job assignments in the area of research, suggest innovative approaches & work independently
o  Own the complete pipeline with Data Engineering activities
o  Benchmarking with SOTA models and extend/improve the results by closely working with domain experts and senior researchers.
Requirements
o  In Depth knowledge of Machine Learning Algorithms and that are used in NLP and NLU
o  Conceptual and hands on experience in using and implementing Deep Learning architectures like CNN, RNN and its various flavors.
o  Strong knowledge in Data Structures
o  Expert in Production Deployment and Development using python
o  In depth knowledge of python libraries like NumPy, SciKit, Pandas etc.
o  Production experience on know-how of SDLC/Agile development
o  Strong Mathematics w.r.t Machine Learning and Deep Learning
o  Experience in extending functionalities from Open-Source projects
o  Experience in working as or along with Research Team shall be an added advantage
o  BE/BTech or ME/MTech/MS in CSE / E&C
Technical Skills and Competency:
o  Excellent in Python programming skill is a MUST
o  Hands on experience in Python in Production is mandatory
o  R knowledge would be an added advantage
o  Experience in NLTK,Spacy,Spark ML shall be an added advantage
o  Knowledge of WebServices /SoA/RESTful Services and Semantics shall be an added advantage
o  Excellent Communication and Interpersonal skills
Qualifications
BE/MS/M.Tech (Electronics, Computer Science or related)
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