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Data Scientist - People Analytics Team

5.00 to 7.00 Years   Bangalore   10 Mar, 2021
Job LocationBangalore
EducationNot Mentioned
SalaryNot Disclosed
IndustryManufacturing
Functional AreaGeneral / Other Software
EmploymentTypeFull-time

Job Description

*Role Summary: The candidate will be responsible for performing data analysis on standalone / cloud platforms and will work on projects which create value for the organization using data science methodologies to drive business strategies through People Analytics insights. Work with researchers and organizational psychologists in the team to devise new analytical methods for solving non-traditional business problems. Have an interest in the field of people analytics and take initiative to find out and understand research happening in this area and products available. Have a flare for finding analytical insights through analytics, Data Science and visualization. Support leaders in creating stories and building products in line with the People Analytics Roadmap.Responsibilities include, but are not limited to Conducting research to understand industry and organization- People specific issues, including Talent Management, Workplace Analytics, Engagement Analytics, Performance Analytics, and Attrition Analytics etc. Use AWS for migrating the data from relational databases and other systems including flat files to cloud. Train and deploy the models in Sagemaker. Participates in the development of operations and procedures for the collection, editing, verification and management of statistical data. Evaluates the statistical methods and procedures used to obtain data to ensure validity, applicability, efficiency, and accuracy. Analyzes and interprets statistical data to identify significant differences in relationships among sources of information Processes large amounts of data for statistical modeling and graph analysis. Perform ML/AI techniques, Natural Language Processing (NLP) on text data. See how to apply Deep Learning in the field of NLP. Investigates, evaluates and prepares reports on applicability, efficiency, and accuracy of statistical methods used in obtaining and evaluation data. Participates in the preparation of written and oral presentations that summarize the analysis of data, interprets the finding and provides conclusions and recommendations. , *

  • Education: Bachelors or Masters in mathematics, statistics, computer science, or engineering with a background in data mining or machine learning. AWS Cloud experience required.
  • Experience: 5 years of experience in data science
  • Interest: Interest in People Operations / People Analytics
Requirements Demonstrated success in developing and driving solutions in the field of data science Usage of AWS cloud for analytics and model development and deployment Good experience in usage of Python language for ML/AI implementations Excellent oral and written communication, organizational, analytical, and interpersonal skills Able to influence others, both internally and externally, including senior management Self-driven, yet a strong team player Proficiency in statistical methods, data mining methods, and deterministic modeling methods Proficient in Python, R, UNIX, Cygwin or similar languages. Experience with using scripts to automate routine data exploration tasks Working with Stakeholders on projects including program design, analysis, and implementation Strong critical thinking skills and the ability to determine appropriate data analytics approach and tools based on project tasks and client requirements Ability to gather, analyze and organize data using a logical and systematic process Identify and ascertain relevant and irrelevant data when conducting analytical work Flare to visualize and articulate problems and concepts in a systematic manner Ability to present ideas in a business-friendly language and tailor communications, formal or informal, to the audience Strong motivation to work on data analytics for people and HR analytics.

Keyskills :
machine learningpythondata analysissqlanalyticsitem response theorynatural language processingflat filesdata miningdata sciencemusic makingdeep learning

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