Quantitative Analyst
Finance
Develop quantitative techniques to inform securities investing, equities investing, pricing, or valuation of financial instruments. Develop mathematical or statistical models for risk management, asset optimization, pricing, or relative value analysis.
Picture the job
Where you'd usually workA finance or banking office
- Mostly indoors
- Sitting for most of the day
- Regular working hours
An illustration of a typical workplace, not a photo. The work-style notes come from US O*NET data, so read them as a guide.
In Malaysia
Malaysia has few hedge funds or trading desks hiring 'quants' in the US sense. Most quantitative jobs are in banks' credit-risk modelling and model-validation teams (IFRS 9, Basel), in treasury and market risk, and in insurers' actuarial and ALM teams. Hays quotes a separate hedge-fund Quantitative Analyst band of RM114k–168k a year, but such roles are rare here.
- How people get into it here
- SPM → STPM, Matrikulasi, A-Level or Foundation → Bachelor's in Mathematics, Statistics, Actuarial Science, Financial Engineering or Computer Science → analyst roles in bank risk-modelling, model-validation or treasury teams. A Master's, FRM or CFA helps, and Python/SQL skills are expected.
- Demand
- MyCOL 2024/2025 lists Mathematicians, Actuaries and Statisticians, and Financial Analysts, as critical occupations. Employers nominated 'Risk Modelling Manager' among finance-manager titles. TalentCorp MyCOL 2024/2025
Sources:ecentral.my
Pay in Malaysia
Starting in the role
RM5,000 – RM10,000
per month
Experienced
RM10,000 – RM17,000
per month
From a published Malaysian salary guide. Actual offers vary by employer, city and experience.
Hays Asia Salary Guide 2025 · 2025
How far is this from you?
Roughly how much preparation this job usually takes. In Malaysia your UPU route and the programme's syarat still decide entry, so treat this as a guide, not a gate.
1
Entry straight after SPM
2
SPM + sijil / short TVET course
3
Diploma / TVET (sijil–diploma)
4
Degree (ijazah sarjana muda)
Typical entry
Postgrad (sarjana / PhD) or professional route
How to get here
Post-SPM pathways with programmes in this career's fields. Tap one to see real programmes and entry requirements.
Asasi / Foundation
One-year runway into a specific university: public via UPU or private direct entry.
Diploma
Skill-first qualification. Work after, or enter degree Year 2. Polytechnics keep it affordable.
Check what you may qualify for
Enter your SPM grades and see which routes and programmes you may qualify for. An estimate to plan with, not an offer.
Quick answers
How do you become a Quantitative Analyst in Malaysia?
SPM → STPM, Matrikulasi, A-Level or Foundation → Bachelor's in Mathematics, Statistics, Actuarial Science, Financial Engineering or Computer Science → analyst roles in bank risk-modelling, model-validation or treasury teams. A Master's, FRM or CFA helps, and Python/SQL skills are expected.
What should I study to become a Quantitative Analyst?
Related fields of study: Finance and Data Science. SPM subjects that help most: Additional Mathematics, Mathematics, Principles of Accounting and Economics.
How much does a Quantitative Analyst earn in Malaysia?
Published figures put starting pay at RM5,000 – RM10,000 a month, and RM10,000 – RM17,000 with experience (source: Hays Asia Salary Guide 2025, 2025).
What you'd do all day
The tasks that matter most in this job, most important first.
Also known as
What this job is called on JobStreet, LinkedIn and in job ads. Search these too.
Subjects that matter here
The SPM subjects worth your effort for this career, with the reason for each.
What you'd need to know
The subject areas this job leans on most, and the SPM subjects that build them.
- Mathematics93%
Additional MathematicsMathematics
- Economics and Accounting84%
Principles of AccountingEconomics
- Computers and Electronics74%
Computer Science / ICTElectrical & Electronic Eng. Studies
- English Language61%
English
- Engineering and Technology54%
PhysicsAdditional MathematicsDesign & Technology (RBT)
- Design42%
Visual Art (PSV)Technical Comm. GraphicsEngineering Drawing
Tools you'd use
Software and equipment that show up in this job, worth learning early.
What the work feels like
Day-to-day working conditions, so you can tell whether the job suits how you like to work.
- Face-to-face discussionsOften
- Leading or coordinating othersHigh
- Handling conflict situationsRarely
- Indoors, air-conditionedEvery day
- Outdoors, in all weatherAlmost never
- Noisy environmentAlmost never
- Time spent sittingAlmost all the time
- Time spent standingA little
AI and demand for this job
A few real, dated data points, not a single score. AI making some tasks faster usually means a job changes, not that it disappears.
Share of everyday tasks today's AI can already help with (2023)
This estimate is from 2023, already out of date, since AI moves fast. Treat it as a rough, aging starting point, not the current picture.
Of Malaysian Claude conversations, about this kind of work
Measures how much people use Claude for this work, not how many Malaysians do this job, and more AI use can mean people relying on it, not that it's replacing them.
TalentCorp and ILMIA's Critical Occupations List, evidence of a real hiring shortage in Malaysia right now.
Matched to a related occupation on the list, not this exact job title.
Financial Analysts · Shortage indicators met: INSUFFICIENT DATA
What beginner adverts asked for
We read 54 internship and fresh-graduate adverts in related fields (August 2026). A small sample from one job site, not every vacancy.
29 of 54 were internships
Allowance or pay, when stated
RM1,150 – RM3,450
26 of 54 adverts printed an amount: usually between RM1,150 and RM3,450 a month. Many print none.
Minimum CGPA asked
3.00 to 3.50
Stated in 6 adverts. Others did not state one.
SPM results asked
up to 5 As
1 advert asked for A grades at SPM, so some doors are partly decided before university.
Languages named
Mandarin, Bahasa Malaysia
An empty line means the adverts did not say, not that employers have no requirement. Check each employer's own advert before you plan around it.
Related careers
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About this information
This describes what the job involves. Pay, demand and entry routes differ in Malaysia, so check the Pathways and Programmes pages for local requirements.
O*NET occupation: Financial Quantitative Analysts
Source: Hays Asia Salary Guide 2025 · as of Jan 2025
Check the salary figures yourself:Hays Asia Salary Guide 2025
Job responsibilities, knowledge areas and work context from O*NET 30.3, US Department of Labor, used under CC BY 4.0. onetcenter.org