mycareersfuture.sg scrapers compared
15 tools that scrape mycareersfuture.sg, ranked by real usage over the last 30 days. Success rate is the share of public runs that finished successfully in the last 30 days. Summed reported actor users: 35. Users may overlap across tools; this is not a count of unique people or buyers, or search volume.
At a glance: 15 tools; 11 of 15 displayed tools have recorded 30-day run completion (20+ public runs). Dataset file date: 2026-10-20; individual observation dates vary or are unknown.
Carried forward means retained from an earlier fetch; pricing and usage may have changed, or the listing may be absent from today's fetch. Unknown observation dates remain unknown. Dataset file dates and tool build dates are not tool observation dates.
Current recommendations use only tools fetched in this dataset with a known observation date. Carried-forward and unknown-date records remain in comparisons but cannot be current picks.
Pricing coverage among 15 displayed tools: 15 with a recorded primary-event rate; 0 with an unavailable primary-event rate; 0 with an explicit FREE model. Primary-event rates use the recorded billing units below; different events are not equivalent results.
Comparison evidence
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Recorded primary-event amounts only; run starts, other events and platform charges can add cost. Matching event IDs do not establish equivalent output or total cost. Some links are affiliate links; we may earn a commission. Disclosure.
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Sorting covers only the displayed subset (at most 60 tools), not the entire store or every matching actor. Success means run completion, not output accuracy. Review sorting uses review count, not rating. Unknown evidence stays last; ties retain original order.
Default order: 30-day usage.
| Tool | Users 30d | Observed run completion 30d | Runs 30d | USD / 1,000 primary events | USD / run start | Review count (rating shown) | Last run |
|---|---|---|---|---|---|---|---|
| MyCareersFuture Singapore Jobs Scraper automation-lab/mycareersfuture-singapore-jobs-scraper Observation date unknown · Observed: unknown | 16 | 97.7% | 214 | $0.025Selected event: Job extracted (job)1 additional listed charge eventsCharged per job extracted.
| $0.005 | 0 reviews · rating 0.0 | 2026-10-19 |
| MyCareersFuture Jobs Scraper jungle_synthesizer/mycareersfuture-jobs-scraper Observation date unknown · Observed: unknown | 5 | 81.1% | 53 | $1.00Selected event: Record scraped (data-record)Event detailsCost per record scraped. | $0.10 | 0 reviews · rating 0.0 | 2026-10-19 |
| MyCareersFuture Singapore Jobs Scraper straightforward_hydra/mycareersfuture-jobs-scraper Observation date unknown · Observed: unknown | 4 | 100.0% | 39 | $1.50Selected event: Job (job)Event detailsOne Singapore job posting with salary range, skills and company UEN. | <$0.001 | 0 reviews · rating 0.0 | 2026-10-19 |
| MyCareersFuture Singapore Jobs Scraper — Salary & UEN hipersoft/mycareersfuture-scraper Observation date unknown · Observed: unknown | 2 | 100.0% | 27 | $1.00Selected event: API request (api-request)1 additional listed charge eventsOne search page fetched (up to 100 jobs).
| <$0.001 | 0 reviews · rating 0.0 | 2026-10-19 |
| MyCareersFuture Jobs — Singapore Salary Bands noahadler/mycareersfuture-jobs Observation date unknown · Observed: unknown | 1 | — | 6 | $2.00 | <$0.001 | 0 reviews · rating 0.0 | 2026-10-18 |
| MyCareersFuture Singapore — Job Listings Extractor cynix_dev/sg-mycareersfuture-jobs Observation date unknown · Observed: unknown | 1 | 100.0% | 26 | $2.00 | <$0.001 | 0 reviews · rating 0.0 | 2026-10-18 |
| Singapore MyCareersFuture Jobs Scraper (Salary, Company) scrapers_lat/singapore-mycareersfuture-jobs-scraper Observation date unknown · Observed: unknown | 1 | 100.0% | 26 | $15.00Selected event: Result (result)Event detailsA data record returned by the scraper. | Unavailable | 0 reviews · rating 0.0 | 2026-10-18 |
| MyCareersFuture Scraper - Singapore Jobs & Salaries scrapewise/mycareersfuture-scraper Observation date unknown · Observed: unknown | 1 | — | 7 | $4.00Selected event: Job delivered (resultado-entregue)Event detailsCharged once per unique MyCareersFuture job delivered to the dataset, from a search term, a company, a link or the all-jobs feed. Rows with an errorCode (no results, invalid link, blocked request, run timeout), duplicates and jobs outside your filters are never charged. | Unavailable | 0 reviews · rating 0.0 | 2026-10-18 |
| MyCareersFuture Search Scraper jobsapi/mycareersfuture-jobs-search-scraper Observation date unknown · Observed: unknown | 1 | 100.0% | 26 | $2.99 | $0.001 | 0 reviews · rating 0.0 | 2026-10-18 |
| Singapore Jobs Scraper - MyCareersFuture goat255/mycareersfuture-scraper Observation date unknown · Observed: unknown | 1 | 100.0% | 26 | $5.00 | $0.001 | 0 reviews · rating 0.0 | 2026-10-18 |
| MyCareersFuture Employer Signal Radar zinin/mycareersfuture-employer-signal-radar Observation date unknown · Observed: unknown | 1 | 100.0% | 26 | $20.00Selected event: Mycareersfuture Employer Signal Radar (employer-signal)Event detailsOne verified employer-signal Dataset row delivered with linked PPE settlement. | $0.005 | 0 reviews · rating 0.0 | 2026-10-18 |
| MyCareersFuture Scraper: SG Jobs, No Login bibian/mycareersfuture-jobs-scraper Observation date unknown · Observed: unknown | 1 | — | 6 | $2.00 | <$0.001 | 0 reviews · rating 0.0 | 2026-10-19 |
| Singapore MyCareersFuture Jobs — Listings API nexgendata/singapore-mycareersfuture-jobs Observation date unknown · Observed: unknown | 0 | 85.2% | 27 | $30.00 | <$0.001 | 0 reviews · rating 0.0 | 2026-10-19 |
| MyCareersFuture Singapore Scraper: Jobs, Salaries, Skills & UEN getascraper/mycareersfuture-jobs-scraper Observation date unknown · Observed: unknown | 0 | — | 13 | $0.89 | <$0.001 | 0 reviews · rating 0.0 | 2026-10-06 |
| MyCareersFuture Singapore Jobs Scraper unfenced-group/mcf-sg-scraper Observation date unknown · Observed: unknown | 0 | 100.0% | 29 | $1.50 | <$0.001 | 0 reviews · rating 0.0 | 2026-10-19 |
Download the mycareersfuture.sg comparison CSV (15 displayed tools). Includes snapshot_date (the dataset file date, not tool observation), observed_on (blank when unknown), observation_status (fetched, carried_forward or unknown), carried_forward, usage, recorded runs, success rate (0–1), pricing model, primary event and its listed USD price per 1,000 events (per_k). This primary-event rate is not total cost: run-start and additional charges may apply, and events can differ between tools. Unknown prices and success rates are blank; FREE identifies an explicit free pricing model.
Success rate is shown only for tools with 20+ runs in 30 days; below 90% is highlighted. Prices are list prices for Apify's free plan (paid plans are cheaper). Rates are per 1,000 primary events in the recorded unit named beside each rate; an unavailable billing unit is labeled explicitly. Different billing events do not imply equivalent results. Run-start and additional charges, plus your workload, determine total cost. Unavailable means the snapshot did not provide the value; an explicit FREE model is separate from a zero listed event rate. You are responsible for complying with mycareersfuture.sg's terms and applicable law. How we measure.
Would rather not run a scraper yourself? See our measured comparison of scraping APIs (success rate and cost per page on real targets).
Other ways to get this data
These are workflow options, not target-specific benchmark results. Check target support, response fields and setup requirements before choosing a tool.
Octoparse — desktop and cloud point-and-click scraper with ready-made templates for popular sites; no code, runs on a schedule.
Oxylabs — web scraping API with proxies and JavaScript rendering built in, for developers who want raw pages or parsed results in their own code.
ScraperAPI — web scraping API that handles proxy rotation and JavaScript rendering behind one request; included in our daily scraping-API benchmark. See our controlled API benchmark and its limits. These controlled fixtures are not a test of this target website.
Affiliate disclosure: we may earn a commission if you buy through these links, at no extra cost to you. It never affects rankings.
Estimate recorded billing-event charges
Dataset file date: 2026-10-20; this does not date each tool’s recorded price. See tool observations in the table. Quantities refer to the selected tool’s billing event, not a result count. Changing tools clears both quantities; enter a workload for the new unit.
Partial estimate only: excludes other charge events, platform compute, subscriptions, taxes and unknown charges. No output requirements are inferred. Run-start charges are included only when a numeric rate is recorded and a run count is supplied.
Selected tool: . Some tool links may be affiliate links; we may earn a commission. Disclosure.
MyCareersFuture Singapore Jobs ScraperMyCareersFuture Jobs ScraperMyCareersFuture Singapore Jobs ScraperMyCareersFuture Singapore Jobs Scraper — Salary & UENMyCareersFuture Jobs — Singapore Salary BandsMyCareersFuture Singapore — Job Listings ExtractorSingapore MyCareersFuture Jobs Scraper (Salary, Company)MyCareersFuture Scraper - Singapore Jobs & SalariesMyCareersFuture Search ScraperSingapore Jobs Scraper - MyCareersFutureMyCareersFuture Employer Signal RadarMyCareersFuture Scraper: SG Jobs, No LoginSingapore MyCareersFuture Jobs — Listings APIMyCareersFuture Singapore Scraper: Jobs, Salaries, Skills & UENMyCareersFuture Singapore Jobs ScraperCompare your shortlist
Select two to four tools using the checkboxes in the table. Evidence stays in the original table order.
Primary-event rates exclude run-start and other charges. Different billing events do not imply equivalent results or total costs. Observed public-run reliability over 30 days is not a guarantee for your workload. Unavailable means the snapshot did not provide the value. Some vendor links may be affiliate links; we may earn a commission. Disclosure.
Related targets
Shared counts use distinct Actor IDs shown in both comparison tables. Shared listings do not establish equivalent capabilities, interchangeable outputs or permission to scrape. Category peers share a directory category.