MyCareersFuture Jobs Scraper: Singapore Jobs with Salaries

Scrape Singapore's official MyCareersFuture job portal (about 95,000 jobs): title, company with UEN and industry code, salary range in SGD, employment type, seniority, categories, skills, address and coordinates, posting and expiry dates, applications, description. $0.60 per 1,000 jobs.

A MyCareersFuture scraper for Singapore jobs, with a real salary on every row. MyCareersFuture is the Singapore government's national job portal (run by Workforce Singapore), where employers must show a salary range. Give it keywords (developer, accountant, nurse…) and optional filters, and get one clean row per job posting: title, company with its UEN and SSIC industry code and description, the hiring company when an agency posts on a client's behalf, address, postal code, district, region and coordinates, monthly salary minimum and maximum in SGD, employment type (permanent, full-time, contract, part-time, internship…), position level, categories, minimum years of experience, vacancies, skills, the SSOC occupation code, flexible work arrangements (telecommuting, flexi-hours), posted, first posted and expiry dates, application and view counts, the job link and the full description. Filter by minimum salary, employment type, position level and category, and sort by newest or highest salary. Up to 100 jobs per request. Use it for Singapore salary benchmarking, recruiting and sourcing, hiring-company lead lists with UENs, labour-market research and job alerts. $0.60 per 1,000 jobs, with no compute bill on top; problems return a free status row instead of failing.

What data does it return?

Every run outputs clean, schema-validated rows like these:

title	company	hiringCompany	salaryMin	salaryMax	salaryPeriod
Senior Solutions Engineer - Developer Productivity & AI	MICROSOFT REGIONAL SALES PTE. LTD.		12500	22500	month
OutSystems Developer/ Low Code Engineer	KOPI RECRUIT PTE. LTD.	AVEPOINT SINGAPORE PTE. LTD.	6000	7571	month
Full Stack Developer	CYBERLABS AI PTE. LTD.		6000	12000	month

How much does it cost?

Transparent pay-per-event pricing — you only pay for what you get, and the actor always respects your run budget: set a maximum total charge and it stops cleanly at the cap instead of overrunning.

Event	Price	Charged	Worked example
job-result	$0.0006	per job row	1,000 jobs = $0.60 (descriptions included)
apify-actor-start	$0.00005	per run per GB of memory (platform start fee)	One run at 256 MB = $0.00005

Input options

Field	Type	Required	Default	Description
keywords	array	no	—	Job titles or skills, e.g. developer, accountant, nurse, data analyst. One search per keyword. Leave empty to list all open jobs.
minMonthlySalary	integer	no	0	Only jobs paying at least this per month. 0 = any.
employmentType	string	no	"any"	Only this employment type.
positionLevel	string	no	"any"	Only this seniority level.
category	string	no	""	Optional job category exactly as MyCareersFuture names it, e.g. Information Technology, Engineering, Healthcare / Pharmaceutical, Accounting / Auditing / Taxation, Banking and Finance.
sortBy	string	no	"relevance"	Order of the results.
includeDescription	boolean	no	true	Add the full job description as plain text (phone numbers and e-mail addresses removed). A snippet is always included.
maxPagesPerSearch	integer	no	10	API pages per keyword (100 jobs each).
maxItems	integer	no	200	Stop after this many jobs in total. Each job is one charged row.

Limits & honest notes

• Responsible use: you are responsible for using the data in line with MyCareersFuture's terms of use and with Singapore's Personal Data Protection Act (PDPA). This actor is not affiliated with, endorsed by or sponsored by MyCareersFuture, Workforce Singapore or the Singapore Government.
• It calls only the public jobs API that the MyCareersFuture website itself uses (api.mycareersfuture.gov.sg, which has no robots.txt, so RFC 9309 allows it; the website's robots.txt allows general crawlers). No login, no cookies, no proxies and no CAPTCHA solving; it sends an honest user agent (ActorForge-MyCareersFuture), waits at least 1 s between requests and checks robots.txt before each one.
• The API takes one value per filter. Salaries, addresses and hiring-company names the employer chose to hide stay empty. Recruiter names and contact details are never collected, and phone numbers and e-mail addresses are removed from descriptions.
• If the site answers with a block, the run stops at once, keeps the jobs already delivered and adds a free status row. Respects your run budget: set a maximum total charge and the run stops cleanly at the cap. A run with no results returns one free status row.

Related ActorForge actors

• Company Registry Lookup — registry details for the companies you find
• Career Page Jobs by Company Name or Domain — every open role at the companies you find

Changelog

• 2026-10-23 — Initial release: keyword searches with salary, employment type, position level, category and sort; company UEN/SSIC, hiring company, address and coordinates, salary range, skills, SSOC, dates, counts and description with contacts removed; free status rows.

---

Built and maintained by ActorForge. Reliability first: every actor in the portfolio is monitored by an automated nightly self-test, and breakages are typically fixed the same day.