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27

April

Data Scientist

Findex - Melbourne, VIC

IT
Source: uWorkin

JOB DESCRIPTION

  • Data analysis focused role
  • Large and growing company
  • $60-$65k + super



Overview

Working with data science team to develop cloud based applications and also working with our clients, you will develop and use your web development and data science tools to ensure the integration and organisation of data, for the purpose of enabling better decision making, operational improvements and increased revenue. You will be responsible for conducting analytical experiments and developing advanced Artificial Intelligence (AI) and machine Learning (ML) models. You will also analyse processes and systems to extract insights from both structured and unstructured data and will develop tools and applications to automate these processes on cloud environment.

Duties

Include but are not limited to:

  • Develop data science applications for various industries (Education industry is a high priority)
  • Contributing to clients’ technical vision and guiding future technological development, including implementation of processes that improve and lead to greater data quality.
  • Test and explore best practices to utilise best algorithms and model training to achieve highest model performance outcomes.
  • Implement data visualisation tools such as Power BI, Terra JS maps or similar tools to convert key outcomes from data mining tools to visual outcomes
  • Executing projects involving analytics, conducting statistical analyses to develop strategies and manage analytics database/s.
  • Identifying, creating, managing, and maintaining analytically rigorous data and automating collection processes.
  • Set up data pipeline through APIs and integrate developed portals with other platforms
  • Conducting the pre-processing of structured and unstructured data.
  • Analysing data to identify data patterns, trends and develop predictive models and machine-learning algorithms.
  • Performing graphical model analysis and presenting information using data visualisation techniques especially mapping tools like Terra JS

Essential Skills

The following are desirable

  •  BSc/BA in Data Science, Information Technology or relevant field (graduate degree in Data Science or another quantitative field is preferred)
  • Minimum 3 years’ with previous experience
  • Deep Understanding of Education Industry in Australia
  • Experience developing applications with Django backend framework
  • Experience working with front end development frameworks such as Vue.js or React
  • Confident in Python programming; familiarity with Java or C++ is an asset.
  • Experience in data mining, plus deep knowledge of machine-learning and operations research.
  • Experience using business intelligence tools (e.g. Power BI , Tableau) Experience in visualisation tools especially working with mapping tools like Terria JS
  • Experience in algorithms, logistic and linear regression, PCA, decision tree analysis and statistical methods.
  • Expert in relational database design and concepts.
  • Able to analyse problems and strategise to formulate better solutions.
  • Forensic eye for detail, with the capacity to prioritise and manage time effectively.
  • Creative problem solver who thrives when presented with a challenge.
  • Good interpersonal skills, with excellent written and verbal communication.
  • Able to work in a fast-paced environment.
  • Up-to-date on the latest industry trends; able to articulate trends and potential clearly and confidently.

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