Bosch Group | Jobs | NLP Data Scientist / Sr. NLP Data Scientist | BigDataKB.com | 15-02-22

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Job Location: Bangalore

Company Description

Robert Bosch Engineering and Business Solutions 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 19,500 associates, itโ€™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

Good knowledge of advanced statistical methods. Mine and analyze data, applying statistical methods as necessary, pertaining to customersโ€™ discovery and viewing experiences to identify critical product insights.

  • Experience working with Text Data using transformer based models
  • Experience in creating statistical models and/or optimization frameworks for improving processes/products/profits
  • Proactively develop new metrics and studies to quantify the value of different aspects of product.
  • Translate analytic insights into concrete, actionable recommendations for business or product improvement.
  • Partner closely with product and engineering leaders throughout the lifecycle of project. Ensure that necessary data is captured; analytic needs are well-defined up front and coordinate the analytic needs.
  • Drive efforts to enable product and engineering leaders to share your knowledge and insights through clear and concise communication, education, and data visualization.
  • Should have independently handled a project technically and provided directions to the other Team Members.
  • Experience in turning ideas into actionable designs.
  • Able to persuade stakeholders and champion effective techniques through development.
  • Ongoing technical authority role with our larger customers.
  • Strong interpersonal and communication skills: ability to tell a clear, concise, actionable story with data, to folks across various levels of the company.
  • Able to lead the project independently.
  • Technical directions to junior in team, like to sort the respective task for responsible team members.

Technical Skills

  • Expertise with one of the following scripting languages;

o Python, R, Tensorflow, Keras, Pytorch
o OpenNLP, WordNet, NLTK, SpaCy, Gensim

  • Good and experience of machine learning algorithms and ability to apply them in supervised and un-supervised NLP tasks.
  • Knowledge of NLP algorithms that can handle various NLP tasks such as intent recognition, entity extraction, language modeling, text classification, question answering, text summarization, topic modeling and so on.
  • Experience building and fine-tuning Language Models (LMs), such as BERT, ELMo, XLNet etc to solve bespoke NLP tasks.
  • Tech savy and willing to work with open-Source Tools

Qualifications

A Masterโ€™s or PhD is preferred (Computer Science / Machine Learning/ Mechanical, etc) from tier 1 institutions. If Bachelors, Machine Learning or Computer Science specialization only

Additional Information

A Masterโ€™s or PhD is preferred (Computer Science / Machine Learning/ Mechanical, etc) from tier 1 institutions. If Bachelors, Machine Learning or Computer Science specialization only

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