Workforce Risk Analytics
Prevention is better than cure – make you decisions based on facts rather than gut feeling by using your data to create predictive risk models.
Industry:
Software
Locations:
130+ countries
Employees in 2017:
94.000+
Received service/product:
Labor Market Analytics
Faced challenges
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In this project with SAP, HRForecast developed a labor market and competitor radar for the creation of strategic insights for the recruiting, development and technology strategy of Europe’s largest and leading software company. Facing a dynamic business environment driven by technological changes, the aim of the project was to assess the current market situation in the war for talents with focus on strategic workforce levers in recruiting and development.
Further requirement was gaining a global overview of ‘hot and trending’ skills, the geographical hot-spots and the competitor demand situation.
Questions to be clarified
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- Which skills are key competitors and other players seeking?
- Where are geographical skill hot-spots located?
- Which sourcing strategies are employed by the market players?
- Does SAP miss-out on any major skills?
- What can be derived from the insights for SAP’s sourcing and development strategies?
Project approach
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/ 1 Data Infrastructure Setup
To perform a benchmarking we setup the data crawlers to access relevant career websites and major job portals. The crawlers captured all published job openings of the defined market players.
/ 2 A.I. and Machine Learning
Machine learning algorithms of our A.I. engine run on the crawled data to extract and classify relevant information on skills, jobs, locations and other components.
/ 3 Data Evaluation
Based on the data, we analyzed the global skill-demand situation by identifying sourcing risks and unveiling hidden potential.
/ 4 Insights & Recommendations
We determined strategic insights for the systematic development of the workforce as well as the recruiting strategy aligned with the business and workforce strategy
Key insights & value-adds for the client
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SAP received leveraged analytics insights into
- A talent acquisition strategy
- Concrete talent acquisition practices
The client received integration of reports, KPIs and visualizations within the client’s business intelligence platform and executive dashboards.
SAP profited from the integration of big data technologies for determination of labor market insights.
More use cases.
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Our global data pool enables smarter location decisions and unveils hidden hot-spots. We provide insights on supply, demand, costs and more.
HR Data Strategy
Within your data landscape, high value insights are hidden. We shape your HR data strategy to make your data a competitive advantage.
