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Jobs in Singapore   »   Jobs in Singapore   »   Information Technology Job   »   Big Data Engineer – Advertisement Recommendation Systems
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Big Data Engineer – Advertisement Recommendation Systems

Persolkelly Singapore Pte. Ltd.

Persolkelly Singapore Pte. Ltd. company logo

Job Description:

  • Development and maintenance of Huawei Big Data Stack. Extraction of structured and unstructured data from different sources and create structured Data Models. Daily work will be on Hive, Spark & Hadoop and other related tools and technologies.
  • Develop features for recommendation to improve the business metrics like CTR, CVR etc.
  • Develop reports from the data based on the business requirements. Develop and Maintain systems for Self-Analytics and other Visualization requirements.
  • Maintain and Manage the daily running of the ETL jobs and fix the data pipeline issues, focus on “cost, compute, storage” optimization tasks on day to day basis.
  • Deploy Deep Learning Models, maintain and improve their prediction accuracy through data quality, feature enhancement and hyperparameter tuning.

Skills / Qualifications:

  • Master Degree/Bachelors in Computer Science or other related fields with coding and development background in the data base queries and related products.
  • Strong Working Experience with Hive, SQL, data modeling, and at least one programming language (Python, Java, Scala).
  • Strong working experience in big data technologies such as Apache Spark, Hive, Hadoop and Linux.
  • Strong capability to coalesce and present complex data sets from different sources to different data consumers.
  • Working Experience with one or more of the following: data processing automation, data quality, data warehousing, data governance, business intelligence, data visualization, data privacy.
  • Working experience in determining and implementing the security models based on privacy requirements, confirm safeguards are followed, address data quality issues, and evolve governance processes within allocated areas of ownership.
  • Solve data integration problems, utilizing optimal ETL patterns, frameworks, query techniques, sourcing from structured and unstructured data sources
  • Assist in owning existing processes running in production, optimizing complex code through advanced algorithmic concepts
  • Maintain the data ensure data is valid, avoid data duplicates before exposing.
  • Experience in data visualization and report generation, for AB Test and Model Performance.

Interested candidate who wish to apply for this position, please click on APPLY NOW

EA License No.: 01C4394 | PERSOLKELLY Singapore Pte Ltd

EA Registration No.: R23117518 | Heah Sian Wei

By sending us your personal data and curriculum vitae (CV), you are deemed to consent to PERSOLKELLY Singapore Pte Ltd and its local and overseas subsidiaries and affiliates collecting, using and disclosing your personal data to prospective employers/companies based in any country for purposes of evaluating suitability for employment, conducting reference checks, administering employment related services, complying with Government’s COVID-19 health advisories and such other purposes stated in our privacy policy. Our full privacy policy is available at www.persolkelly.com.sg. If you wish to withdraw your consent, please drop us an email to let us know. Please feel free to contact us if you have any queries.

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