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Data Scientist - Automotive Supply Chain and Technology

3.00 to 8.00 Years   Bangalore   06 Apr, 2021
Markit India Services Pvt Ltd
Job LocationBangalore
EducationNot Mentioned
SalaryNot Disclosed
IndustryIT - Software
Functional AreaBio Tech / R&D / Scientist
EmploymentTypeFull-time

Job Description

Data Scientist - Automotive Supply Chain and TechnologyDescription of DutiesThe Automotive Supply Chain and Technology team at IHS Markit is in search of a Data Scientist to support its global teams ongoing research and analysis efforts. The research team produces granular forecast dataset and written analyses on the supply chain of parts supplied to automakers with technology, supplier and logistic information. The team generate forecasts on technology trends through multiple research channels and by using many connected and disconnected data sources to drive the forecast.The position covers an array of critical data-centric activities aimed at enhancing the efficiency of our 70+ strong research team, sustaining the increasing data complexity as well as supporting new product development at one of IHS Markits fastest growing product lines. The position is based in Gurgaon or Bangalore, India working in a data science/engineering team and reports to our U.K. based Director of operations.Responsibilities and duties

  • Creation of models utilising Python
  • Data restructuring and transformation for large inter-connected data sets
  • Harness machine learning and statistical modelling with a view to enhance automation, reduce manual data interaction from research team and develop new insightful products
  • Identifying, assembling, and enriching a wide range of structured and unstructured data to support new automotive forecasts and analysis
  • Creation of logical and physical data models as well as conducting quantitative research
  • Data wrangling and data mining to support product innovation and model creation
  • Exploring new data techniques (e.g. Scraping, NLP)
  • Build/maintain ETL infrastructure
Qualifications and skills
  • 3+ years experience as a data scientist
  • At minimum, a Degree in Computer Science, Statistics, Applied Math or related quantitative field with proven work experience in the data operations/scientist field
  • Expertise in programming/scripting within Python is a must
  • Proven experience with other programming/scripting languages (e.g. Python, C++, R, M Matlab, R or Scala) is highly desirable
  • Familiarity with data science platforms such as KNIME is a bonus
  • Proven experience with SQL and NoSQL databases like Oracle DB, SQL Server, MongoDB, MySQL
  • Familiar with techniques to manage large databases, including partitioning, compression and indexes as well as data mining
  • Ability to build models (e.g. Linear regression, ARIMA, KNN, Logistic, Classification and Regression Trees, Naive Bayes) and use one or more machine learning library/frameworks (e.g. Scikit-learn) with a view to solve complex high dimensional data
  • Hands on experience with cloud infrastructure, specifically the AWS suite for Data Scientists including SageMaker
  • Knowledge of OLAP and ETL processes
  • Established MS Office skills (including VBA and Access)
  • Good communication skills, collaborative team spirit, curiosity to constantly keep thinking of unique approaches and solutions.
  • Ability to work independently.
  • Experience committing to deadlines whilst multi-tasking
-----------------------------------------------Inclusion and diversity are critical to the success of IHS Markit, and we actively encourage applications from people of all backgrounds. We are committed to providing equal employment opportunity without regard to race, color, religion, sex, sexual orientation, gender identity, age, national origin, disability, status as a protected veteran, or any other protected category. For more information on the many ways in which we enthusiastically support inclusion and diversity efforts for both candidates and employees, please access our Inclusion & Diversity Statement here .We are proud to provide reasonable accommodations to applicants with disabilities. If you are interested in applying for employment with IHS Markit and need special assistance or an accommodation to use our website or to apply for a position, please contact or call +1 212 849 0399. Determination on requests for reasonable accommodation are considered on a case-by-case basis. This contact information (email and phone) is intended for application assistance and accommodation requests only. We are unable to accept resumes or provide information about application status through the phone number or email address above. Resumes are only accepted through the online application process, and only qualified candidates will receive consideration and follow-up.IHS Markit maintains a substance-free workplace; employees may be asked to submit to a drug test (where permitted by law). In addition, as a federal contractor in the United States, the company participates in the E-Verify Program to confirm eligibility to work.For information please click on the following links:IHS Markit Business Code of Conduct Right to Work EEO is the Law EEO is the Law Supplement Pay Transparency-----------------------------------------------Current ColleaguesIf you are currently employed by IHS Markit, please apply internally via the Workday internal careers site.,

Keyskills :
team spiritdata miningdata analysissupply chainsqlcode of conductdrug free workplacepythonanalyticsdata modelssql serverms officenew product developmentmachine learningequal employment opportunity

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