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Senior Data Engineer - Data Mining / Data Integration

Senior Data Engineer - Data Mining / Data Integration

K & R EnterprisesBangalore
30+ days ago
Job description

The core activities of this role are :

  • Design, construct, install, test and maintain data management systems.
  • Build high-performance algorithms, predictive models, and prototypes.
  • Ensure that all systems meet the business / company requirements as well as industry practices.
  • Integrate up-and-coming data management and software engineering technologies into existing data structures.
  • Develop set processes for data integration, data mining, data modeling, and data production.
  • Research new uses for existing data.
  • Collaborate with members of your team (e.g., Business Analysts, the IT team, data scientists) on the project's goals.
  • Install / update disaster recovery procedures.
  • Work with cloud computing environments.
  • Recommend different ways to constantly improve data reliability and quality.
  • Build and develop custom marketing dashboards for campaign effectiveness, daily / weekly / monthly trends on various KPIs
  • Highlight key metrics, analyse and interpret trends and provide actionable insights for future marketing activities based on available data
  • Conduct ROI analysis and attribution to evaluate the efficiency and effectiveness of various marketing initiatives
  • Define baselines and benchmarks to define the success and failure of marketing campaigns

Key Skills :

  • Proficiency in Python and SQL
  • Thorough understanding of SQL / NOSQL databases such as Snowflake, Google Big Query, PostgreSQL, MongoDB, Amazon Redshift, MYSQL
  • Proficiency in developing dashboards, reports using Data Visualization / BI tools such as Tableau, Google Looker, Sisense
  • Exposure to various analytical & marketing campaign platforms (e.g. Google Analytics, Clevertap, Facebook Ads, Google Ads, Adobe Analytics, YouTube Analytics, etc.)
  • Nice to have :

  • Familiarity with Big Data technologies such as Apache Spark, Apache Kafka, Apache Storm
  • Experience in analytics / ML libraries such as Pandas, Numpy, Skilearn, Scipy or similar libraries
  • Familiarity with Tensorflow, Keras
  • Familiarity with Data Integration libraries such as Apache Airflow, Luigi
  • Experience on developing and deploying applications on Google Cloud Platform and / or AWS
  • (ref : hirist.tech)

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    Senior Data Engineer • Bangalore