Stage 1
STAGE COMPLETED
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Read in user input on their job description.
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Using Australian Skills Classification dataset:
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Identify skills/title and classify to closest ANZSCO job code.
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Identify the nearest neighbours based on skills.
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Using latest Data Detail Occupation dataset:
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Join vacancy rates to ANZSCO job codes.
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Display role correlations as a map to with distance on X-axis being proportional to increase in skills for transition, and distance on Y-axis being job vacancies.
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Display users current classified skill level against skills require for new roles.
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Pull in ABS API data and use it to gain insights into roles.
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Allow users to filter based on location.
Future Work
TO BE COMPLETED
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Fully host and embed program on web portal.
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Incorporate other ways of getting input from the user, such as chatbots or resume uploads.
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Allow users to search for a target job through filter.
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Allow users to filter based on other identifiers.
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Display users with the most in demand skills in their local area.
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Display links to external resources:
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Additional courses and avenues to upskill.
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Career planning resources.
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Incorporate other resources:
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Read in job postings (ie. from Seek, Government job boards) and display results when users delve deeper.
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