Data Scientist

Department Icon Data Science Analytics & Machine Learning
Posted: 2 years ago
1-3 years
Navi Mumbai, Maharashtra, India
Data Science Analytics & Machine Learning
Work from Office
Full Time

Posted: 2 years ago
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Job Description

Key Responsibilities

  • Driving use cases by analyzing OBD Data
  • Geospatial and Temporal data analysis
  • Read conference papers on the latest research in Geospatial and Temporal domain
  • Vehicle Component Health
  • Fleet Management System
  • Cross functional experience closely with engineering, Dev-ops, and marketing teams, to understand and deliver effective products. Creating data visualizations to effectively convey findings using Tableau/plotly/panel/streamlit
  • Exporting data to external sources through reports or spreadsheets or through API
  • Extending companys data with third party sources of information when needed
  • Data quality to support sound business decisions and effective engineering

Functional Competencies/Skills Required
  • Must know excel and be able to create basic models in excel
  • read latest research online and synthesize into a summary report
  • Geospatial and Temporal Data analysis
  • Model ready data preparation
  • Anomaly detection algorithm development
  • Programming skills using Python, Octave, Matlab or Apache suite of products for Big Data Analysis
  • Visualization: Tableau, Qlik, HTML, D3.js, javascript, Superset, streamlit, panel, leaflet
  • Strong Communication skills with ability to tell stories using data
  • Understanding & implementation experience of ETL/ELT
  • Experience with AWS services like Lambda, S3, Sagemaker, AWS Glue, EMR, Rekognition, Polly, Lex, and Redshift
  • Understanding and building metadata about images and videos
  • Experience with deployment on models on mobile/edge devices, and as APIs for images and videos
  • Develop prototypes, proof of concepts, algorithms, predictive models, and custom analysis
  • Practical knowledge of statistical packages with python and open-source technologies
  • Experience with Machine & Deep Learning algorithm
  • Experience with Devops to manage data and model versions
  • Experience working with relational & columnar databases
  • Data cleansing and standardization i.e. duplicates, garbage sanitization etc.
  • Data manipulation/transformation to uncover trends and insights i.e. sub setting, pivoting, summarization, sorting etc.

MANAGERIAL COMPETENCIES
  • Process Orientation (Foundational)
  • Setting up, adherence and highlighting deviations in any processes and ensuring continuous improvements
  • Stakeholder Relationship management & Communication (Capable)
  • Ability to develop constructive relationship and communication channel with various stakeholders.
    Proficiency Levels for Competencies:- Basic- elementary understanding & familiarity
  • Foundational- ability to apply knowledge in certain areas
  • Capable- solid understanding and ability to apply knowledge in most areas
  • Advanced- Thorough in-depth understanding
  • Master- Advisory Expert in subject knowledge
  • QUALIFICATION
  • B.SC/MSc in Mathematics or statistics + MS in Data Science

Experience

1-3 Years

Job Types: Full-time, Regular / Permanent, Contractual / Temporary

  • Salary: 70,000.00 - 110,000.00 per month

Skills

Big DataPythonAdvisoryData ManipulationDeep LearningEtlImplementationTransformationData Scientist

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