Lightcast - Job Postings (SG)

(The limited trial contains a subset of the full data product and is updated at a slower rate.)

Lightcast’s SG Job Postings data delivers a powerful view into the country’s labor market, capturing both the current hiring landscape (with daily updates) and long-term historical trends. This dataset offers a reliable, comprehensive foundation for anyone looking to understand employment dynamics in Singapore.

Whether you’re a job seeker, employer, policymaker, or market analyst, our data equips you with the insights you need to make informed, strategic decisions, helping you stay ahead in a constantly evolving job market.

Sourced from both job boards and company career sites, our data ensures comprehensive coverage across geographies and employer sizes, from businesses of every size.

- Questions answered by this dataset include:
- What skills are employers seeking for roles like computer programmers?
- What skills are most often associated with a given job title?
- Has demand for the skill "Python" increased or decreased in the past six months?
- How long do job postings for web developers typically remain open?

Includes the below secure views:

- SG.POSTINGS: Record-level access to Singapore job postings found across the web that we’ve collected, processed, and classified through Lightcast’s proprietary posting methodology.
- SG.POSTINGS_META: Metadata for the various taxonomies and releases used within the POSTINGS and POSTINGS_SKILL tables.
- SG.POSTINGS_SKILLS: A record-level view of all of the skills found within individual postings alongside skill taxonomical info tagged by Lightcast classifiers and extractors.

​​For further information regarding Lightcast Job Postings, please visit [Job Posting Analytics (JPA) Methodology](https://kb.lightcast.io/en/articles/6957446-job-posting-analytics-jpa-methodology).

搜集汇总

背景与挑战

背景概述

该数据集提供新加坡劳动力市场的全面视图，涵盖实时招聘动态和历史趋势，数据来源于招聘网站和公司官网，适用于分析职位需求、技能变化等。它包括三个核心视图：职位发布记录、元数据分类和技能信息，帮助用户做出基于数据的战略决策。