This Solicitation opportunity from Government of Canada was posted on December 30, 2024. The submission period has ended. Browse the details below for market research, or find similar active opportunities.

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for Expert advice on the implementation of the machine learning causal forest algorithms

Closed

10027867International

Submission Closed12/30/2024, 02:00:00 PM UTC

Contract Overview

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NAICS: 541720

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in 23 days

AI Contract Overview

Employment and Social Development Canada is seeking a contractor to provide expert advice on the development and implementation of machine learning causal forest algorithms. The primary objective is to estimate individualized average treatment effects and interpret heterogeneous treatment effects across various subgroups to improve the analysis of Skills and Labour Market Program Evaluations. The contractor will be responsible for resolving implementation challenges and validating the robustness of the machine learning results against traditional methods, such as propensity score matching. This federal solicitation, identified by number 10027867, is active through March 31, 2025. There are no specific security requirements associated with this project, and the Canadian Free Trade Agreement does not apply to this procurement. The work is to be performed within Canada under the direction of the Evaluation Directorate.

General Info

Contractor to provide expert machine learning causal forest advice for program evaluation analysis.

Agency

Government of Canada → Employment and Social Development Canada

NAICS

541720 - Research and Development in the Social Sciences and Humanities

Place of Performance

*Canada, CAN

Set-Aside

NONE

Documents

No documents available

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Timeline

PhaseClosed

PostedDec 30

Solicitation

Response DeadlineDec 30

Deadline has passed

Submission Closed

12/30/2024, 02:00:00 PM UTC

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Organization & Contact Information

AgencyGovernment of Canada → Employment and Social Development Canada

Contacts1 person available

OfficeN/A

Organization / AgencyGovernment of Canada → Employment and Social Development Canada

Office AddressN/A

Contacts

Patrick BlaisPoint of Contact

contact@example.gov

Full Description

This requirement is for Expert advice on the implementation of the machine learning causal forest algorithms for Employment and Social Development Canada. Description of the Requirement: The Evaluation Directorate at Employment and Social Development Canada (ESDC) requires the services of a contractor to: • Provide expert advice to develop and implement machine learning causal forest algorithms to estimate individualized average treatment effects, while assessing and interpreting heterogeneous treatment effects across various subgroup categories to enhance the analysis of ESDC Skills and Labour Market Program Evaluations. • Address challenges and issues related to the implementation process, including the interpretation and the validations of the robustness of the results obtained from machine learning causal forest with those of traditional methods such as propensity score matching. Security Requirements: There are no security requirements associated with this solicitation. Applicable Trade Agreements: Further to Article 800 of the Canadian Free Trade Agreement (CFTA), CFTA does not apply to this procurement. Proposed period of contract: The period of the Contract is from date of Contract to March 31, 2025 inclusive.