[1348] Senior Data Scientist - Digital Technology

2019-09-05 16:31:49

UPCOMING

Click here to apply for position
We invite interested candidates to write-in with CV in MS Word format
to Lee Shiow Chyn, EA 12C6130/ R1112042 Technology@hpspartners.com.sg.
We regret that only shortlisted candidates will be contacted for a discussion.

Job Summary


Posting Date

2019-09-05

Status

UPCOMING

Location

Singapore

Minimum Qualification

Master's Degree

Job Details


Job Description

  • Understand business logics from domain experts and come up with reasonable targets for data projects
  • Data fetching from different sources such as database, big data lake running on hadoop/hive
  • Enhancing data by building autonomous pipelines from different sources
  • Data wrangling by preprocessing, cleansing, and feature engineering
  • Applying state-of-art machine learning techniques such as RNN, CNN for predictions and anomaly detections
  • Build agile data products in a team of data engineers, scientists and business users
  • Doing ad-hoc analysis and presenting results in clear manner
  • Guide junior team members on their projects
  • Help find opportunities from different business partners

Job Requirements

  • Master or PhD of Computer Science/Engineering, Applied Mathematics or other engineering related area
  • Data-oriented personality and software engineering practices
  • Excellent understanding of machine learning models, their pros and cons
  • Experience with common data science toolkits such as Python/R
  • Experience with data visualization tools such as D3.js, matplotlib and etc
  • Proficiency in using query languages such as SQL, Hive
  • Good understanding of statistics, such as distributions, A/B testing, model overfitting/underfitting
  • Experience with one of deep learning libraries such as Tensorflow, Keras, Pytorch, CNTK, MXNet etc



DISCLAIMER
The above information on this description has been designed to indicate the general nature, and level, of the work performed by this position.
It is not designed to contain, or be interpreted, as a comprehensive inventory of all duties, responsibilities and qualifications required.

We invite interested candidates to write-in with CV in MS Word format to Lee Shiow Chyn, EA 12C6130/ R1112042 Technology@hpspartners.com.sg.
We regret that only shortlisted candidates will be contacted for a discussion.