AI Middleware Lead - Explainable ML & Data Platform

Quantuma; Kuala Lumpur; On-site; MYR 120,000 - 240,000; Full time

Job summary

K3 Advisory Group seeks a dedicated senior ML governance expert to own validation, explainability, and governance across AI models and middleware. You will ensure model outputs carry confidence scores and reason codes, while aligning with FCA-regulated standards in a non-regulated business context.

Responsibilities include overseeing data enrichment, middleware connections to Salesforce CRM/Marketing Cloud, and governance reporting within the Group's AI layer roadmaps.

Qualifications

• Proven delivery of supervised ML models (logistic regression, gradient boosting) in production.
• Ability to build explainable model outputs with reason codes and confidence scores.
• Comfortable owning a named model-risk position and defending accuracy and logic to governance bodies.

Responsibilities

• Own identity / firmographic and financial data enrichment and deduplication in the ICP Profile Schema.
• Build, validate and recalibrate supervised classifiers and regression models with documented thresholds.

Skills

Supervised ML models

Explainable model outputs

Governance & risk ownership

Tools

Salesforce/CRM integration

Companies House API

Data governance tooling

Job description

K3 Advisory Group seeks a dedicated senior ML governance expert to own validation, explainability, and governance across AI models and middleware. You will ensure model outputs carry confidence scores and reason codes, while aligning with FCA-regulated standards in a non-regulated business context.

Responsibilities include overseeing data enrichment, middleware connections to Salesforce CRM/Marketing Cloud, and governance reporting within the Group's AI layer roadmaps.