data scientist (machine learning) in Singapore

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job details

posted
location
singapore
specialism
information technology
job type
permanent
working hours
Full-Time
salary
s$ 6,500 - s$ 12,000 per month
reference number
91M0125294_1539531642
contact
sarah yang, randstad
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job description

about the company

Do you thrive in a dynamic working environment and have a knack for developing world-class machine learning algorithms and engineering platforms?

Our client is a large internet company which has a regional presence in APAC and is a leading e-commerce platform in SEA.

They are growing their Data Science team, looking for self-motivated and talented Data Scientists to focus on business challenges including e-commerce campaigns, user-product recommendations, data mining and strategy, user growth and channels, etc for the region.

about the role
You will:

  • Develop recommendation frameworks and algorithms for products, feeds streams, online personalization, pricing strategies, recommendations, etc
  • Develop audience, content and bidding algorithms for digital marketing on channels, and help engage customers better through push notifications and increase sales and conversion
  • Use natural language processing for opinion mining and text generation
  • Develop offline model, online model or machine learning models

skills and experience required

  • More than 4 years of relevant working experience, preferably from an e-commerce or Internet company environment
  • Masters or PhD degree in computer science, operations research, statistics, mathematics, or equivalent fields;
  • Specialisation in any of these areas or strong theoretical foundations would have an advantage: Campaign (sales prediction and behaviour modelling), Marketing (channels and analytics growth), Data Mining and payment strategy (clustering, classification of fraud), User Product (personalization and recommendation systems)
  • Expertise in deep learning, reinforcement learning, explore & exploit algorithms, etc
  • Experience in machine learning libraries such as Tensorflow, Keras, Theano, etc
  • Solid programming skills in SQL, R, Java, Python and Scala
  • Good experience as a machine learning engineer with data modelling, data extraction, platforms tuning and deployment
  • Problem solver and passionate about technologies, able to work independently and also as a team

To apply online please use the 'apply' function, alternatively you may send your CV to sarah.yang(@)randstad.com.sg or contact Sarah Yang at +65 6510 3633.

Referrals are greatly appreciated!

(EA: 94C3609/ R1657816)





skills

no additional skills required

qualification

no additional qualifications required

educational requirements

Bachelor Degree