Data Scientist Skill Assessment - -224115

Data Scientist Skill Assessment

  • ANZSCO

    2241152022

  • List

    CSOL

Descriptions

Applies analytical techniques and scientific procedures to large datasets by creating advanced algorithms and data models. Builds and deploys machine learning frameworks to obtain information for strategic planning and decision making.

Job Description

  • Defining, analysing and solving complex financial and business problems relating to areas such as insurance premiums, annuities, superannuation funds, pensions and dividends
  • Examining financial projections for general insurance companies, finance companies, government and other organisations
  • Designing new types of policies, assessing risks and analysing investments in life insurance, superannuation funds, health insurance, friendly societies, financial markets and other areas
  • Formulating mathematical models to simulate processes
  • Applying models to experimental observations, and adjusting and recasting the models
  • Using numerical analysis methods to develop algorithms and perform computations
  • Liaising with management and clients to determine the subject or area to be surveyed or examined
  • Specifying the data to be collected, and the methodology to be used in collection and analysis
  • Evaluating and describing the reliability and utility of source information
  • Analysing and interpreting data, and producing relevant statistics to describe and infer particular trends and patterns
  • Data mining and data cleansing to discover trends to extract insight
  • Building and deploying machine learning frameworks

Skill Assessment

General Skill Path

Eligibility Assessment

  • Possess a recognized ICT qualification (in Australia or overseas) and have several years of relevant ICT work experience.

Assessment Steps

  1. Determine your occupation and pathway as General Skills and apply online.
  2. Submit academic certificates, transcripts, course details, work experience proofs, identity documents, etc.
  3. Upload all required documents with no supplementary status; ACS conducts occupation matching and experience assessment.

Assessment Requirements

  • 学历要求：拥有 ICT 或紧密相关领域的学历。学历与提名职业应有匹配内容。
  • 工作经验要求：提供与提名职业直接相关的、在专业 ICT 水准上的工作经验。
  • 语言要求：同 Pathway 1：未见明确统一英语考试分数要求；视签证类别或移民要求而定。
  • 评估时间和费用：时间：资料完整情况下大约 4-6 周。
  • 费用：标准申请费约 600 澳元。

Assessing Authorities

  1. ACS

Information Source

https://www.acs.org.au/msa.html

Skill Shortages

YearAUSNSWVICQLDSAWATASNTACT
2025
NS
NS
NS
NS
NS
NS
NS
NS
NS
2024
NS
NS
S
NS
NS
S
NS
NS
NS
2023
NS
NS
NS
NS
NS
S
NS
NS
NS
2022
NS
NS
NS
NS
NS
NS
NS
NS
NS
2021
NS
NS
NS
NS
NS
NS
NS
NS
NS
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Legend:

S
S-Shortage
NS
NS-No Shortage
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R-Regional Shortage
M
M-Metropolitan Shortage