Organisation leverages AI to revolutionise talent search and assessment

CASE STUDIES

Overview

Sector	Recruitment
Primary Project Location	Australia
Products	Google Cloud Platform BigQuery Cloud Dataflow Tensorflow Keras Neo4j Various AI APIs Vertex AI Cloud functions Cloud endpoints Cloud Firestore Looker Studio
Services Delivered	Computer Vision ML Ops Natural Language Processing Network Analysis

The challenge

The organisation needed an efficient way to identify and assess individuals with exceptional expertise in cutting-edge fields. The key criteria for assessment included academic accomplishments and professional networks, but they also wanted insights into the probability of candidates accepting a job offer. The process needed to be scalable and automated to reduce the manual burden of finding and analysing top talent.

The solution

In response to these challenges, a comprehensive cloud-based solution was developed, meeting all of the organisation’s requirements. The system automatically executed daily searches, identifying the most talented individuals across multiple specialised domains. Data was collected from a variety of sources and dimensions, processed within the cloud platform.

Key aspects of the solution included:

Automated daily searches: The platform continuously scoured multiple data sources to identify top talent.
Advanced machine learning models: The data was analysed using natural language processing (NLP), network analysis, and other profiling techniques.
Standardised metrics: To simplify interpretation, results from various analyses were standardised and weighted according to customised settings.
Comprehensive reporting: At the end of the process, detailed reports were generated and automatically emailed to the designated recipients.

The result

The solution transformed the talent search and assessment process from a time-consuming manual task to a fully automated, scalable system.

Daily reports now highlight the most qualified individuals, offering significant efficiency improvements—over 1,100 times faster than the previous manual process.

Daily automated talent searches streamline the process across specialised fields.
Efficiency improved over 1100 times by shifting from manual to automated talent sourcing.
Comprehensive reports offer clear insights into candidate suitability and likelihood of accepting offers.

Harness the power of AI for operational excellence and strategic advantage.