Singapore MyCareersFuture Jobs Scraper (Salary, Company)

Here is one real result, with every field the actor returns:

{
  "uuid": "6f8f1d2fe0546b6eee6d37d49a96d7f0",
  "jobPostId": "MCF-2026-1219660",
  "title": "Software Engineer",
  "company": "BIOBOT SURGICAL PTE. LTD.",
  "companyUen": "200715783Z",
  "companyWebsite": "https://biobotsurgical.com",
  "companyDescription": "About Biobot Surgical Pte Ltd Biobot Surgical is a Singapore-based medical technology company developing digital robotic platforms for precision prostate cancer diagnosis and treatment. Its flagship Mona Lisa platform combines MRI-ultrasound fusion with robotic transperineal guidance to enable precise prostate biopsy and focal therapy. [company description trimmed here for length; the actor returns the full text]",
  "companyEmployeeCount": 50,
  "companyIndustryCode": "32501",
  "companyLogo": "https://static.mycareersfuture.gov.sg/images/company/logos/1bb3497a3ad2e8873f77a1c2e9e4ed4c/biobot-surgical.png",
  "employmentType": "Permanent, Full Time",
  "seniority": "Professional",
  "categories": ["Engineering"],
  "workArrangements": [],
  "salaryMin": 3800,
  "salaryMax": 5000,
  "salaryType": "Monthly",
  "salaryCurrency": "SGD",
  "numberOfVacancies": 1,
  "minimumYearsExperience": 1,
  "location": "79, AYER RAJAH CRESCENT, Singapore 139955",
  "region": "West",
  "latitude": 1.29795847633298,
  "longitude": 103.787435572256,
  "isOverseas": false,
  "skills": ["Design", "Computer Engineering", "Product Design and Development", "Computer Vision", "Medical Device Software", "Software Development Methodologies"],
  "description": "About the role Software Engineers at Biobot Surgical are responsible for the design, development, testing, integration, and maintenance of software systems supporting robotic medical devices and associated platforms. [description trimmed here for length; the actor returns the full text]",
  "postedDate": "2026-07-16",
  "expiryDate": "2026-08-15",
  "totalApplications": 13,
  "totalViews": 220,
  "applyUrl": "https://www.mycareersfuture.gov.sg/job/engineering/software-engineer-biobot-surgical-6f8f1d2fe0546b6eee6d37d49a96d7f0",
  "source": "MyCareersFuture Singapore",
  "observedAt": "2026-08-10T14:28:50.146Z"
}

The most complete Singapore MyCareersFuture jobs scraper available. It returns every field the MyCareersFuture job search exposes for each listing, including the hiring company's registration number (UEN), website, size and industry code, the disclosed salary range, required skills, geo coordinates and an apply link, plus an optional contact-enrichment add-on, and gives you three filters to target exactly the jobs you need.

📥 Input · 📤 Output · 💰 Pricing · ▶️ Examples

Table of contents

• What it does
• Quickstart
• Input reference
• Output reference
• Example output record
• Run via API and CLI
• Fetch results
• Billing and limits
• FAQ and troubleshooting

What it does

The actor searches the public MyCareersFuture Singapore job listings for the keyword and filters you pass, paginates through the matching jobs, and writes one normalized record per job to the run's dataset. Each record carries the full job detail plus the hiring company profile: title, employment type, seniority, salary range, categories, skills, location with latitude and longitude, vacancies, view and application counts, an apply link, and the company's UEN, website, employee count and industry code. HTML is stripped from free-text fields, missing source values are returned as null, and every listing is read live at run time (see observedAt).

An optional paid contact-enrichment add-on can try to find a public business email and contact name for each hiring company.

Quickstart

Open the actor, paste this into the input, and press Run. It returns up to 10 software engineer jobs in Singapore.

{
  "searchQuery": "software engineer",
  "maxJobs": 10
}

Leave searchQuery empty to browse all current listings. Every input field is optional; with an empty input the actor returns the most recent Singapore jobs.

Input reference

Field	Type	Required	Default	Description
searchQuery	string	no	(empty)	Job keyword to search for, for example software engineer, accountant, nurse, marketing. Leave empty to browse all jobs.
maxJobs	integer	no	10	Maximum number of jobs to collect.
employmentType	enum	no	(any)	Filter by employment type. One of Full Time, Part Time, Contract, Temporary, Internship, Freelance, Permanent.
salaryMin	integer	no	(none)	Only return jobs whose monthly salary is at least this amount, in Singapore dollars.
enrichContacts	boolean	no	false	Optional paid add-on. For each result without an email, attempt to find a public business contact email and a contact person's name. Billed per attempt, plus an extra charge only when an email is found.
enrichContactsMax	integer	no	50	Cap how many results the add-on tries to enrich. Free Apify accounts are capped at 3.

Output reference

One dataset item per job. Types: string, integer, number, boolean, string[], or null when the source value is absent.

Field	Type	Description
uuid	string	Unique MyCareersFuture job identifier.
jobPostId	string	Public job posting ID, for example MCF-2026-1219660.
title	string	Job title.
company	string	Hiring or posting company name.
companyUen	string	Company registration number (UEN).
companyWebsite	string	Company website URL, or null.
companyDescription	string	Company description text (HTML stripped), or null.
companyEmployeeCount	integer	Reported employee count, or null.
companyIndustryCode	string	Singapore SSIC industry code.
companyLogo	string	Company logo image URL, or null.
employmentType	string	Employment types, comma joined (for example Permanent, Full Time).
seniority	string	Position level(s), comma joined.
categories	string[]	Job categories.
workArrangements	string[]	Flexible work arrangements named on the listing.
salaryMin	integer	Minimum monthly salary, or null.
salaryMax	integer	Maximum monthly salary, or null.
salaryType	string	Salary period, for example Monthly.
salaryCurrency	string	Always SGD.
numberOfVacancies	integer	Number of open vacancies.
minimumYearsExperience	integer	Minimum years of experience required, or null.
location	string	Assembled work address, or null.
region	string	Region(s) of Singapore, for example West.
latitude	number	Latitude of the work location, or null.
longitude	number	Longitude of the work location, or null.
isOverseas	boolean	true if the role is overseas, else false, or null.
skills	string[]	Skills listed on the job.
description	string	Job description text (HTML stripped).
postedDate	string	Original posting date (YYYY-MM-DD).
expiryDate	string	Listing expiry date (YYYY-MM-DD).
totalApplications	integer	Number of applications received.
totalViews	integer	Number of listing views.
applyUrl	string	Public URL to view and apply for the job.
source	string	Always MyCareersFuture Singapore.
observedAt	string	ISO 8601 timestamp of when the record was collected.
enrichedEmail	string	Add-on only. Public business email found, or null.
enrichedContactName	string	Add-on only. Contact person name found, or null.
enrichedJobTitle	string	Add-on only. Contact person job title, or null.
enrichedEmailStatus	string	Add-on only. Verification status of the found email.
enrichedSource	string	Add-on only. Source URL the contact was found on.
enrichedConfidence	string	Add-on only. Confidence of the contact match.
error	string	Present only on a failed run: a single item with a populated error field is written instead of results.

Example output record

Real record from a live run (input {"searchQuery": "software engineer", "maxJobs": 10}):

{
  "uuid": "6f8f1d2fe0546b6eee6d37d49a96d7f0",
  "jobPostId": "MCF-2026-1219660",
  "title": "Software Engineer",
  "company": "BIOBOT SURGICAL PTE. LTD.",
  "companyUen": "200715783Z",
  "companyWebsite": "https://biobotsurgical.com",
  "companyEmployeeCount": 50,
  "companyIndustryCode": "32501",
  "employmentType": "Permanent, Full Time",
  "seniority": "Professional",
  "categories": ["Engineering"],
  "salaryMin": 3800,
  "salaryMax": 5000,
  "salaryType": "Monthly",
  "salaryCurrency": "SGD",
  "numberOfVacancies": 1,
  "minimumYearsExperience": 1,
  "location": "79, AYER RAJAH CRESCENT, Singapore 139955",
  "region": "West",
  "latitude": 1.29795847633298,
  "longitude": 103.787435572256,
  "isOverseas": false,
  "skills": ["Design", "Computer Engineering", "Computer Vision", "Medical Device Software"],
  "postedDate": "2026-07-16",
  "expiryDate": "2026-08-15",
  "totalApplications": 13,
  "totalViews": 220,
  "applyUrl": "https://www.mycareersfuture.gov.sg/job/engineering/software-engineer-biobot-surgical-6f8f1d2fe0546b6eee6d37d49a96d7f0",
  "source": "MyCareersFuture Singapore",
  "observedAt": "2026-08-10T14:28:50.146Z"
}

Run via API and CLI

Start a run and wait for it to finish, then read the dataset. Replace <TOKEN> with your Apify API token.

Run synchronously and get dataset items in one call:

curl -X POST "https://api.apify.com/v2/acts/scrapers_lat~singapore-mycareersfuture-jobs-scraper/run-sync-get-dataset-items?token=<TOKEN>" \
  -H "Content-Type: application/json" \
  -d '{"searchQuery":"software engineer","employmentType":"Full Time","salaryMin":4000,"maxJobs":25}'

Start a run asynchronously:

curl -X POST "https://api.apify.com/v2/acts/scrapers_lat~singapore-mycareersfuture-jobs-scraper/runs?token=<TOKEN>" \
  -H "Content-Type: application/json" \
  -d '{"searchQuery":"nurse","maxJobs":100}'

Apify CLI:

apify call scrapers_lat/singapore-mycareersfuture-jobs-scraper \
  --input '{"searchQuery":"accountant","maxJobs":50}'

Fetch results

Every run writes to a dataset. Fetch items as JSON, CSV, or Excel by changing format:

# JSON
curl "https://api.apify.com/v2/datasets/<DATASET_ID>/items?token=<TOKEN>&clean=true&format=json"

# CSV
curl "https://api.apify.com/v2/datasets/<DATASET_ID>/items?token=<TOKEN>&clean=true&format=csv"

# Paginate large datasets
curl "https://api.apify.com/v2/datasets/<DATASET_ID>/items?token=<TOKEN>&offset=1000&limit=1000"

<DATASET_ID> is returned as defaultDatasetId in the run object. Use offset and limit to page through large result sets. clean=true drops empty and internal fields.

Billing and limits

• Pay per result. You are charged per record returned (result event). See the pricing tab for the current per-result price.
• No charge on failure. If a run errors, the actor writes a single item with a populated error field and does not charge for it. Empty runs cost nothing.
• Spend cap respected. Set maxTotalChargeUsd on the run; once reached, the actor stops emitting and charging further billable results.
• Free Apify plans are capped at 10 records per run. Upgrade for higher maxJobs.
• Contact enrichment is an optional paid add-on, off by default. It is billed per attempt, with an extra charge only when an email is found; free Apify accounts are capped at 3 enrichment attempts.

FAQ and troubleshooting

A run returned 0 records. Why? The keyword and filters matched no current listings. Loosen the filters (remove employmentType or salaryMin, or broaden the keyword). Zero-result runs are not charged.

Do I get salary data? Yes. Each job includes the published minimum and maximum monthly salary, the salary period and the currency, when the employer discloses them. Undisclosed salaries are returned as null.

Which companies are included? Employers hiring in Singapore, with the company name, registration number (UEN), website, employee count and industry code where available, useful for building qualified hiring-company lead lists.

How fresh is the data? Jobs are read live at run time, so each record reflects what is posted at the moment of the run (see observedAt).

How do I get contact emails? Enable the enrichContacts add-on. For each hiring company without an email, the actor attempts to find a public business contact email and name. This is billed separately.

Is this an official MyCareersFuture tool? No. This actor is independent and has no affiliation with MyCareersFuture or the Government of Singapore. It reads only publicly available job listings. Use the results in accordance with the source's terms.

Related scrapers

• Singapore Business Directory Scraper: Singapore business listings with contacts.
• Singapore PropertyGuru Scraper: Singapore property listings.
• Jora Jobs Scraper: Job listings across Jora markets.

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Independent tool, not affiliated with MyCareersFuture or the Government of Singapore. Accesses only publicly available job listings. Use the results in accordance with the source's terms.