Senior Analyst - Data Scientist (Automotive)

Senior Analyst - Data Scientist (Automotive)

Markit HIS
Bengaluru / Bangalore
3-6 years
Not Specified

Job Description


Position:Data Scientist
Vertical: Automotive
Team: Supply Chain&Technology (Automotive)
Location: Gurgaon / Bangalore
Description of Duties
The Automotive Supply Chain and Technologyteam at IHS Markit is in search of aDataScientistto support New Product Development and global team's 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 complexityand most importantlysupporting new product development at one of IHS Markit's fastest growing product lines. The position is based in Gurgaonor Bangalore, India and reports to our Regional Head of operations in India.
Responsibilities and duties
  • Understanding business requirements to create maintainable workflows e.g. inbound/input data from analysts and external sources to feed a set of interconnected data sets and calculations
  • Data wrangling and data mining to support product innovation and model creation
  • ETL process design, implementation, maintenance and documentation for large inter-connected data sets
  • Data cleaning and manipulation of raw data
  • Creation of logical and physical data models
  • Utilizeexisting database infrastructuresas well as building new DB infrastructures as required
  • Data acquisition exploration
  • Createand maintaindetaileddocumentationof workflows
  • 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 (including creation of workflows in data science platforms such as KNIME)

Qualifications and skills
  • 3+ years’ experience as a datascientist
  • At minimum, adegree incomputerscience,computer engineering or a relatedquantitative field with proven work experience in the dataengineering/scientist field
  • Proven experience with SQL and NoSQL databases like Oracle DB, SQL Server,Cassandra,MongoDB, MySQL, Hadoop, Spark, AWS (EC2 and S3)
  • Proven experience with one or moreprogramming/scriptinglanguages (e.g. Python, C++, R, Matlab, Scala).
  • 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, logistic, Markov models) and use one or more machine learning library/frameworks (e.g. Scikit-learn) with a view to solve complex high dimensional data
  • Knowledge of OLAP and ETL processes
  • Familiarity with data science platforms such as KNIMEisabonus
  • Knowledge of API creation and maintenance
  • Established MS Office skills (including VBA and Access), O365 desirable
  • 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

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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 .
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, pleaseor 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 informationplease click on the following links:
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Current Colleagues
If you are currently employed by IHS Markit, please apply internally via the Workday internal careers site.

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