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Academic Pathway Map

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Specialized Sub-Disciplines & Programmes

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Data Science & Big Data Analytics

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Degrees Offered

Master's (MSc)Bachelor's (BSc)PhD

Verified Methodology & Admissions Standards

Academic Discipline & Course Pathway Guide

Subject taxonomy, accreditation benchmarks, STEM designation rules, and post-study employment alignment.

Authoritative Sources: UNESCO ISCED 2011 Subject Classification, CIP Codes (US Department of Homeland Security)•Audit Status: Current for September 2026

Calculation Logic & Methodology

Transparent rules and evaluation standards

Connects your academic background and career goals to structured international degree classifications. Analyzes prerequisites, conversion degree pathways for students switching fields, and STEM eligibility for extended post-study work permits.

STEM Designation & Post-Study Work AlignmentUS DHS SEVP STEM Designated Degree Program List

Post-Study Work Permit Duration = Base Period + STEM Extension Allowance

United States: 12-month OPT + 24-month STEM OPT extension = 36 months total
Canada: 1-year program = up to 1-year PGWP; 2-year+ program = 3-year PGWP
United Kingdom: Graduate Route provides 2 years for bachelor and master degrees, 3 years for PhDs
Australia: 2 to 4 years based on Australian Qualifications Framework (AQF) and regional status

Important Application Nuances & Exceptions

Regulated Professions: Medicine, Pharmacy, Nursing, Law, and Architecture have strict national licensing boards. An international degree must meet local jurisdiction accreditation requirements (e.g. GMC in UK, NCLEX in US).
Direct vs Conversion Programs: Pure Computer Science MSc programs typically require 60% of undergraduate modules to be in mathematics and programming. Non-CS graduates must filter for "MSc Computing (Conversion)".

Worked Case Example

Real-world applicant scenario

Scenario

Business administration graduate seeking a transition into Data Analytics in Ireland

Input Parameters

prior Degree:BSc Business Administration (2:1 equivalent)

target Discipline:Data Analytics / Business Intelligence

key Prerequisite Check:Requires quantitative foundation (statistics or business calculus)

Step-by-Step Resolution

1Step 1: Screen for "Conversion Master" programs accepting non-technical first degrees

2Step 2: Identify universities offering bridging bootcamps in Python and SQL before term starts (e.g. National College of Ireland, University of Galway)

3Step 3: Verify Irish Critical Skills Employment List alignment for postgraduate visa transition

4Step 4: Confirm 2-year Third Level Graduate Scheme (Stamp 1G) eligibility

Practical Admission Outcome

Student qualifies for conversion MSc in Business Analytics without needing a second bachelor degree.

Full Decision Engine Suite

Explore our complete suite of 29 interactive decision tools for study abroad admissions, visas, scholarships, and budgets.

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Frequently Asked Questions

Direct answers to common student questions about calculation standards and document verification.

A conversion course is a postgraduate master program designed for graduates of an unrelated discipline who wish to switch careers into fields such as Computer Science, Data Analytics, Law, or Psychology.

Connected Decision Journey