Job Overview

Remote Chief Architect of Cross-Border SME Credit Intelligence, Supplier Risk Stratification & Transactional Cashflow Scoring — Kuwait

Location: Remote (Digital SME lending modernization for Kuwait)

Employment Type: Full-Time

Seniority: Chief Architect / SME Credit Intelligence Authority

Role Overview

This role modernizes cross-border SME credit access by architecting predictive credit intelligence models, transaction-level cashflow scoring, supplier network risk stratification, invoice authenticity verification, and SME behavioral liquidity modeling.

You will design a digital underwriting engine that reduces collateral friction, models supplier chain stress, and democratically expands liquidity access.

Functional Domains

Transactional Cashflow Scoring

• Build scoring surfaces modeling:

  • invoice cyclicality,

  • inventory turnover periodicity,

  • supply chain payment latency.

• Derive forward-looking liquidity windows predicting credit stress.

Supplier Risk Stratification

• Construct tri-tier risk pyramids based on supplier dependency:

  • core suppliers,

  • supporting suppliers,

  • peripheral suppliers.

• Detect fragility triggered by upstream production volatility.

Invoice Authenticity Intelligence

• Apply cryptographic fingerprinting with:

  • rotating entropy salts,

  • cross-issuer signature correlation,

  • tamper detection deltas.

• Deploy provenance tracing for cross-border documentation anomalies.

Behavioral Liquidity Modeling

• Use reinforcement learning agents to simulate SME spending responses under:

  • supply shocks,

  • demand surges,

  • distribution delays.

Data Governance

• Implement role-segmented access for confidentiality controls.

• Enforce field-level encryption with adjustable expiration policies.

Candidate Requirements

• 10+ years in SME credit analytics, supply chain finance, or behavioral liquidity modeling.

• Strong foundation in econometrics, credit risk engineering, and graph analytics.

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