Data Scientist

Company:
Location: Clementi

*** Mention DataYoshi when applying ***

  • [CANDIDATES WHO REQUIRE WORK PASSES NEED NOT APPLY]

Job Purpose

In the exciting new challenges ahead in the pursuit of a world-class digital government transformation, we are looking for a Data Scientist to work with the product managers/directors to propose & implement the data analytics, ML & AI use cases in the products.


Key Accountabilities

You will be accountable for the data analytics, ML & AI part of the product.


Role & Responsibilities :

  • Collaborate with product manager, presales & other users to analyse requirements
  • Lead analysis, design, and development & maintenance of AI & ML models, algorithms in the modules used within the product.
  • Design develop & maintain the data processing and ingestion routines required for the AI/ML engine.
  • Analyse source data and data flows, working with structured and unstructured data
  • Collect requirement and assist product manager & architect with solution architecture.
  • Assist in the gap analysis with customers, system integration testing, user acceptance testing, & implementation of projects where AI/ML is being used.
  • Collaborate in the creation/enhancement of data platform solutions (Data Marts, Cubes) to facilitate decision making
  • Assist to explore new technologies, alternatives, new models etc when needed.
  • Guide and mentor others team members in the use of AI/Machine Learning

Minimum Qualification

You shall be either a Bachelor’s Degree in Computer Science, MIS, Computer Engineering, or similar.


Experience required

We are looking for candidates who are strong team players, with great attitude and a passion to succeed in today’s world of technological disruption. You will likely be results focused, a creative problem solver, customer centric and a good communicator.

Accompanying these, we shall be expecting you to have:

  • 3 years of relevant working experience and overall 5+ years of experience.
  • Specialization in: Python programming, R, Data Analytics, Data Processing & Ingestion Techniques, AWS tools & related technologies,
  • 1-2 years of experience with Machine Learning and Artificial Intelligence techniques and tools such as neural networks, regression, classification, and clustering would be an advantage
  • Familiarity with data analytics applications & data modelling
  • Demonstrated passion for analytics/AI & ML and the ability to explore and keep updated with current trends.
  • Strong aptitude for learning new technologies and analytics techniques
  • Good communication skills.
  • Self-motivated with high degree of intellectual curiosity and a positive attitude.
  • Highly self-motivated and able to work independently as well as in a team environment. Willingness to “do whatever it takes to get the job done”.

Preferred Experience

  • Strong programming skills in Python
  • Used Cloud Computing in either Azure or AWS
  • 1-2 years of experience with Machine Learning and Artificial Intelligence techniques and tools
  • Experience in developing and deploying Web based products/applications
  • Knowledge on AI models like Random Forest, Regression, Cluster Analysis

*** Mention DataYoshi when applying ***

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