USING AI TO EVALUATE HIRING SUCCESS - PROOF OF CONCEPT (PILOT 1)

已关闭 已发布的 5 年前 货到付款
已关闭 货到付款

INTRODUCTION

H&S is an Executive Search Firm.

We are looking to develop a pilot that analyses large pool of unstructured data to provide insight into the success of H&S search and as a result the success of the placement within the client’s organization.

The tool will use data from H&S systems, such as email communication, latitude data, assessment tools, notes etc and potentially augmented by a short survey of placements (1-3 years post placement date). Using this data the tool will highlight themes emerging from machine learning capabilities.

This is a intended as a pilot (proof of concept). Once the concept is proven, we may wish to expand this tool to a larger and broader set of applications and questions.

QUESTIONS TO ADDRESS

The tool will be driven by themes that emerge from the data, but there are a few broad questions to be considered:

1. How good are we at predicting a successful candidate?

2. What are the main predictors how successful a placement will be once placed?

3. Where are the opportunities for us to improve our hiring hit rate? Efficiency?

INPUT DATA SOURCES

All from H&S:

• Data captured during the search process: age, years of experience, tests (WAVE etc), notes by

Search consultant

• Email communication with candidates

• Meeting requests and meetings held

Following placement (H&S data sources)

• Length of service at the job / at the same company

Consider a quick-fire survey to past placements asking 5-10 questions

• How happy are you in your role?

• What the key drivers to your success?

• Have you been promoted (considered for promotion)?

OUTPUT

The tool will display a set of themes both in qualitative and quantitative form, identifying sources of success in placing candidates, correlation factors etc.

OTHER CONSIDERATIONS

We would like to work with UK-based developers, as we expect close cooperation in developing the tool.

人工智能 编程 一般劳动力 机器学习(ML)

项目ID: #16942258

关于项目

4个方案 活跃的5 年前

位于: London, United Kingdom

有4名威客正在参与此工作的竞标,均价£2653/小时

shehrozebhatti

Hi, My name is Shehroze and my background is in ML/AI. I would love to have the opportunity to discuss your project further with you. To complete your project, I would discuss the project in detail with you alon 更多

£3333 GBP 在30天内
(0条评论)
0.0
UtopiaInt

Hello - My name is Arvin. I’ve read your brief description and I must say this is a very interesting project which we would love to work on. I personally have 15+ years of experience in the industry and I have a 更多

£5000 GBP 在30天内
(0条评论)
0.0
StrategyAdvisor

Hello, Further discussion is required regarding the exact need prior to accepting the project. Thank you.

£1500 GBP 在30天内
(0条评论)
0.0
nvaleyev

Hi, I have several years of experience of consulting in machnine learning an AI at a major consulting firm. Performed two projects in HR analytics looking into the causes of emploee churn Relevant Skills and Experienc 更多

£777 GBP 在10天内
(0条评论)
0.0