data scientist in Singapore

posted
contact
ally han, randstad
job type
permanent
salary
S$ 10,000 - S$ 15,000 per month

job details

posted
location
singapore
specialism
information technology
job type
permanent
working hours
Full-Time
salary
S$ 10,000 - S$ 15,000 per month
experience
4 years
reference number
91M0146304_1593359360
contact
ally han, randstad
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job description

about the company

Advertising/Marketing

about the job

  • Mine and analyze data from company databases and data lake to influence business strategy and drive continuous improvement of our service
  • Research, evaluate and suggest new data gathering techniques and the acquisition of new data sources
  • Develop new data models and algorithms
  • Use predictive modeling to increase and optimize advertising performance and other business outcomes
  • Coordinate with different functional teams to implement models
  • Develop processes and tools to monitor and analyze model performance and data accuracy
  • Design and develop efficient and scalable data pipelines to provide analytics to other teams.

skills & experience required

  • Min BS, MS, or PhD in Mathematics, Physics, Computer Science or equivalent
  • At least 3 years experience developing and deploying machine learning models on large datasets.
  • Good programming skills in Python or Scala (preferably) or R
  • Excellent knowledge of a variety of machine learning models for regression, classification, clustering etc. Deep knowledge in hyper parameter tuning and optimizing for the relevant model metrics is essential.
  • Experience of working on cloud environments and associated services such as AWS, GCP or Azure.

To apply online, please click on the appropriate link. Alternatively please contact Ally Han at 6510 1354 to discuss more on the opportunity. EA (94C3609/R1655984)

skills

machine learning models, python, scala, R

qualification

Min BS, MS, or PhD in Mathematics, Physics, Computer Science or equivalent
At least 3 years experience developing and deploying machine learning models on large datasets.

responsibilities

Mine and analyze data from company databases and data lake to influence business strategy and drive continuous improvement of our service
Research, evaluate and suggest new data gathering techniques and the acquisition of new data sources

educational requirements

Bachelor Degree