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Margarita

TECHNOLOGY

Data Scientist

Skills For Good

Project Details

Period:

Duration:

Expected Hours: 

No. of Volunteers:

Sep 13 - Mar 07

6 months

5-6h/wk

2

Apply as:             or

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Apply as:    

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Who we are

At Skills For Good, we are obsessively passionate in finding effective and flexible ways for volunteers to make use of their expertise and help bring positive change. Our mission is to empower volunteers through convenient and meaningful skills-based volunteering opportunities that help social organisations achieve their mission. We are currently looking for new recruits in all our departments. Join our family today!

What to expect

Objective: The demand for projects has significantly grew over the past 6 months in Skills for Good and to improve our selection process, we are looking for volunteers to develop algorithms to automate the screening process of volunteers and assess potential candidates for our skills-based volunteering projects.


Roles & Responsibilities: 


  • Research and construct a pipeline to improve volunteer selection 

  • Implement text-mining and natural language models to process text data (ex. portfolios, resumes) and data submitted by volunteers for selection

What we look for

Expertise Level Required: Medium 


  • have basic knowledge on Machine Learning

  • have experienced using Python, Tensorflow, Jupyter Notebook

  • bonus to have experience in constructing data pipeline or building NLP models in personal or school projects 

Preferred Skills:

  • Machine Learning
  • Text Mining

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