Bosch Group | Jobs | Data Scientist | BigDataKB.com | 07-02-22

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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


Requirements :

  • Overall 5+ years of IT experience with minimum of 4+ yearsโ€™ experience with data mining and statistical analysis techniques(in R, Python), data processing, database programming and data analytics
  • Experienced in End-to-End Machine Learning workflow which includes activities like Data Collection, Feature Engineering and Data transformation, Model training and deploying models in production
  • Experience in designing and developing ML algorithms ( Kernel Method, Ensemble Method, Semi- Supervised, Reinforcement Learning)
  • Experience in Deep Learning techniques using frameworks like Tensorflow, Keras, etc.
  • Transferring requirements to optimization and learning problemsยฌ
  • Mathematical derivation and optimization of algorithms
  • Experienced in Data Visualization Tools (e.g., Qlik, Tableau, SAP BusinessObjects and Power BI) would be added advantage
  • Able to understand various data structures and common methods in data transformation
  • Excellent pattern recognition and predictive modeling skills

  • Job Summary:

  • 4+ years Experienced with AI use cases deployment
  • Tasks: support below AI use cases
  • ML-enabled EOL tests in manufacturing ( Noise Inspection Unit etc)
  • Demand Forecasting ร  set up cloud infrastructure in AWS Sagemaker and build connections to required data sources (ERP, addone, Supply Chain Analytics, โ€ฆ)
  • Embedded and Product-based AI: apply toolchain and methodology as developed of further use cases (e.g. preventive maintenance for hammers as ongoing activity)
  • Listening to the voices of our consumers (VOC) with NLP (e.g. user reviews, service tickets, NPS surveys, โ€ฆ.)
  • Product recommendation engines for C4C sales CRM and B2B Por

  • Mandatory/Preferred Language Skills:

  • Machine Learning – Statistical computer languages (R, Python, SQL, etc.) , familiarity with Scala and Java is an asset
  • ML Libraries and Frameworks โ€“ Tensorflow,PyTorch, Keras, Scikit Learn, MLLib
  • Experience with Excel, Tableau, SQL, and programming languages
  • Experience in Cloud ML Platforms โ€“ Azure ML, AWS Kinesis
  • Data frameworks – Hadoop

Qualifications

BE / B.Tech / MCA

Additional Information

Good to have:

Big Data certification

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