regional data scientist in Singapore

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job details

posted
location
singapore
specialism
information technology
job type
permanent
salary
S$ 7,000 - S$ 12,000 per month
reference number
91M0125294_1535970714
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

about the role
You will be applying different techniques such as deep learning, reinforcement learning, natural language processing (NLP) and research to solve real world problems.
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)
  • Strong 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

Machine Learning, Deep Learning, Tensorflow

qualification

Masters or PhD

educational requirements

Bachelor Degree