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Job Summary


Salary
$7,500 - $11,500 SGD / Monthly EST

Job Type
Permanent

Seniority
Senior

Years of Experience
5-6 years

Tech Stacks
TensorFlow
PyTorch
Python

Job Description


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The Data team is responsible for driving the adoption of data solutions across the company.

We Focus On Three Main Missions

  • ShopBack's Data Governance: Whole data lifecycle; collection, storage, manipulation, retention, disposal, as well as the respect of legal compliance and data quality
  • Empower ShopBackers to make data driven decisions: Usage and manipulation of data to create metrics, insights and detect patterns and promote a data driven culture
  • Deliver a smarter experience to User and Merchants: Deliver Machine Learning products to improve the shopping experience for both the user and the merchant.

Requirements

  • Significant prior success as a Machine Learning Engineer working on challenging problems at scale
  • 5-6 years of industrial ML experience, with expertise in modeling and statistical modeling
  • Able to mentor junior members in the team on Deep Learning capabilities
  • Have full stack experience in data collection, aggregation, analysis, visualization, productionisation, and monitoring of ML products - aka MLOps
  • Ability to develop ML Products with good engineering practice and mindset
  • Strong desire to solve tough problems with scientific rigour at scale
  • An understanding of the value derived from getting results early and iterating
  • Strong skills in Python, machine learning, and deep learning libraries (Pytorch and Tensorflow)
  • Passion to answer Product/Engineering questions with data

Good-to-have

  • Masters or PHD in quantitative fields such as Computer Science, Operations Research, Statistics, Econometrics or Mathematics

Salaries of Data Scientist at Shopback

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7500 - 11500 SGD

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