BCAI_Data Scientist

  • Kormangala, Bengaluru, KA, in
  • Full-time
  • Legal Entity: Robert Bosch Engineering and Business Solutions Private Ltd.

Company Description

The Bosch Center for Artificial Intelligence (BCAI) provides services in AI technologies to Bosch’s business units and plants. Artificial intelligence technologies are impacting Bosch’s products and services in many domains: Manufacturing, Engineering, Autonomous driving, Supply Chain Management and Intelligent Services, etc. BCAI currently has offices in Bengaluru, Stuttgart and Silicon valley.

 

For more info, Please visit: https://www.bosch-ai.com

 

The Corporate Research division of Robert Bosch GmbH has over 1300 people worldwide, who specialize in delivering the next generation breakthroughs in technology. Some of the areas of research include software intensive systems, artificial intelligence, robotics, computer vision, human computer interaction, energy, materials, production technology and software engineering. This research is the foundation for Bosch’s innovations that pave the way for the technologies of tomorrow that will shape our lives. We collaborate with top researchers at leading research institutes and universities all over the world in order to retain our competitiveness. We rely on our global network of Bosch research locations in Germany, USA, India, Singapore, China, Japan and Russia to achieve this goal.

Take a look at Bosch Research: www.bosch.com/research

Robert Bosch Engineering and Business Solutions Private Limited (RBEI), 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.

RBEI has over 18000 associates; RBEI is the largest software development center of Bosch outside Germany, indicating we are the Technology Powerhouse of Bosch in India. RBEI focal industries: Automotive industry, Industrial Technology, Consumer Goods and Building Technology.

Job Description

 Bosch is at the forefront of innovation in the connected world and is impacting millions of lives every day through its products in mobility, industrial technology, consumer goods and energy and smart building sectors. We rely on data for every aspect of our product lifecycle and operations and we collect a lot of it every day. Our team is responsible for enabling a wide variety of Bosch product teams to make use of advancements in AI through centralized services that involve streaming data from connected services to building and deploying state-of-art AI solutions. You will be part of a global team to make this happen !

We are looking for a talented professional who is passionate about building fault-tolerant data services and analytics tools targeted towards cutting-edge applications. Your work will be used by hundreds of Bosch engineers and will have global impact by improving the quality and value of Bosch products.

Requirements:

  • Good knowledge of advanced statistical methods
    (automotive or manufacturing domain will be an added advantage). Mine and
    analyze data, applying statistical methods as necessary, pertaining to
    customers’ discovery and viewing experiences to identify critical product
    insights.

  • Experience in creating statistical models and/or optimization frameworks for improving processes/products/profits

  • Should possess working knowledge of visualization concepts along with any one of the software like Tableau, Spot fire or D3-JS

  • Proactively develop new metrics and studies to quantify the value of different aspects of product.

  • Knowledge in Text Mining, Semantic Web,elastic search, Amazon cloud, would be an added advantage.

  • Experience on Big Data implementation with Big data work flows – MR, Kafka, Spark, Sqoop, HDFS-Hive etc,

  • 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 leadership team 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.

  • Able to persuade stakeholders and champion effective techniques through development.

  • Strong interpersonal and communication skills:
    ability to tell a clear, concise, actionable story with data, to folks across
    various levels of the company.

  • Demonstrating thought leadership and subject matter expertise in all relevant topics by coming up with papers, publications and Patents
     

Technical Skills

  • Expertise with one of the following scripting languages;

    • Python, R, Knime, Mat-lab, Java, Mat-lab/Octave

    • OpenNLP, WordNet, NLTK

  • Tech savy and willing to work with open-Source Tools

  • Proven track record and experience with statistical modeling/data mining algorithms such as

    • Multivariate Regression, Logistic Regression, clustering algorithms, Support Vector Machines, Decision Trees etc

    • Machine learning, or graph mining. DOE, Forecasting, Segmentation, Uncertainty Analysis etc.

    • Data Mining i.e. Text Mining, Classification Methods – SVM, NN, etc

    • Vector Space model for Unstructured Text

    • Sentiment Analysis, Association Mining, Semantic Analysis

  • Should know some programming language and willing to learn more.

Qualifications

A Master’s or PhD (Statistics /Computer Science / Machine Learning, etc)

Additional Information

Relavent experience in the range of 2 - 8 years

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