How to Become a Data Scientist: Australian Careers in Data Science | CourseFinder

How to Become a Data Scientist: Australian Careers in Data Science

Deloitte reports that demand for Data Scientists is growing faster than average (2.4% per year vs. 1.5% on average), and that 76% of businesses are planning on increasing their investment in data analytics, so job prospects for Data Scientists are plentiful and should continue to increase in the coming years.

  • Task Data Science Industry Resources

    Deloitte reports that demand for Data Scientists is growing faster than average (2.4% per year vs. 1.5% on average), and that 76% of businesses are planning on increasing their investment in data analytics, so job prospects for Data Scientists are plentiful and should continue to increase in the coming years.

    Tasks:

    • Identify relevant data sources for business needs
    • Collecting data from various streams
    • Organise data in to usable formats
    • Build predictive models
    • Build machine learning algorithms
    • Identify trends and patterns in data sets and derive useful insights
    • Prepare reports for executive and project teams and create data visualisations
  • Skills Data Science Industry Resources

    Deloitte reports that demand for Data Scientists is growing faster than average (2.4% per year vs. 1.5% on average), and that 76% of businesses are planning on increasing their investment in data analytics, so job prospects for Data Scientists are plentiful and should continue to increase in the coming years.

    Skills/attributes
    • Aptitude for numbers and analytics
    • Understanding of their business and industry sector
    • Programming skills
    • Great communication skills
  • Specialisations Data Science Industry Resources

    Deloitte reports that demand for Data Scientists is growing faster than average (2.4% per year vs. 1.5% on average), and that 76% of businesses are planning on increasing their investment in data analytics, so job prospects for Data Scientists are plentiful and should continue to increase in the coming years.

    Business intelligence and strategy

    Deloitte reports that demand for Data Scientists is growing faster than average (2.4% per year vs. 1.5% on average), and that 76% of businesses are planning on increasing their investment in data analytics, so job prospects for Data Scientists are plentiful and should continue to increase in the coming years.

    Data engineering and warehousing

    This data science specialisation is concerned with converting data from different sources into useful formats and storing this data in data bases for further analysis. They make sure that the incoming data is cleaned and arranged in such a way that allows analysis that informs business decision making.

    Data mining and statistical analysis

    This is one of the core data science specialisations that is concerned with analysing data and drawing useful insights. Various bits of data are fed into statistical tools and algorithms to produce answers to key business questions. These are then directed back to various parts of the business to allow decision makers to make informed and effective decisions.

    Machine learning and artificial intelligence

    This is a highly rated specialisation in data science and it involves developing algorithms and artificial intelligence (AI) based business solutions. Here Data Scientists will create algorithms and feed various data inputs in to train machines to learn cognitive responses and machine-based decision making. Their goal is to improve data analysis efficiency and create better predictive models.

    Data visualisation

    As the name suggests, this specialisation is concerned with visually representing various bits of data to make it easy for consumption by creating charts, tables, plots, infographics and similar.

    Data analysis in cyber security

    This specialisation combines knowledge of data science and cyber security where analysts create algorithms using large data sets to test systems for bugs and vulnerabilities as well as to predict future threats and produce intelligence aimed at improving data and personal information security.

  • Pathways Data Science Industry Resources

    Deloitte reports that demand for Data Scientists is growing faster than average (2.4% per year vs. 1.5% on average), and that 76% of businesses are planning on increasing their investment in data analytics, so job prospects for Data Scientists are plentiful and should continue to increase in the coming years.

    Data Science Industry Resources

    Deloitte reports that demand for Data Scientists is growing faster than average (2.4% per year vs. 1.5% on average), and that 76% of businesses are planning on increasing their investment in data analytics, so job prospects for Data Scientists are plentiful and should continue to increase in the coming years.

    Data Science Industry Resources

    Deloitte reports that demand for Data Scientists is growing faster than average (2.4% per year vs. 1.5% on average), and that 76% of businesses are planning on increasing their investment in data analytics, so job prospects for Data Scientists are plentiful and should continue to increase in the coming years.

    Data Science Industry Resources

    Deloitte reports that demand for Data Scientists is growing faster than average (2.4% per year vs. 1.5% on average), and that 76% of businesses are planning on increasing their investment in data analytics, so job prospects for Data Scientists are plentiful and should continue to increase in the coming years.

    Data Science Industry Resources

    Deloitte reports that demand for Data Scientists is growing faster than average (2.4% per year vs. 1.5% on average), and that 76% of businesses are planning on increasing their investment in data analytics, so job prospects for Data Scientists are plentiful and should continue to increase in the coming years.

    Data Science Industry Resources

    Deloitte reports that demand for Data Scientists is growing faster than average (2.4% per year vs. 1.5% on average), and that 76% of businesses are planning on increasing their investment in data analytics, so job prospects for Data Scientists are plentiful and should continue to increase in the coming years.

    Data Science Industry Resources

    Deloitte reports that demand for Data Scientists is growing faster than average (2.4% per year vs. 1.5% on average), and that 76% of businesses are planning on increasing their investment in data analytics, so job prospects for Data Scientists are plentiful and should continue to increase in the coming years.

Data Science Industry Resources:

  • The Institute of Analytics Professionals of Australia (IAPA)
  • DSAI (Data Science and AI Association of Australia)

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