Data Scientist

Murphy AI
Dubai
Workplace: HybridFull timeFunction: Data Science & Machine LearningExperience: 2+ yearsSkills: ["Quality-focused","Experimental rigor","Stakeholder communication","Problem-solving","Analytical thinking"]

Build and own the ML models that determine Murphy’s debt-collection contact strategy—who to contact, when, how often, and on which channels—within legal guardrails. Model debtor behavior with propensity and uplift, improve outcomes through A/B tests and bandits, and translate results into live segments agents act on. Partner with product, engineering, and commercial teams to drive business-level recovery metrics.

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FursaFursa
Murphy AI
Murphy AI
2 weeks ago

Data Scientist

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Canonical indexed version, validated from employer's careers page.

Source: Company careers pageValidated by: Fursa AI
Last checked: 4 hours agoStatus: Live
Reposted: similar role first listed 3 days ago

Job Summary

Build and own the ML models that determine Murphy’s debt-collection contact strategy—who to contact, when, how often, and on which channels—within legal guardrails. Model debtor behavior with propensity and uplift, improve outcomes through A/B tests and bandits, and translate results into live segments agents act on. Partner with product, engineering, and commercial teams to drive business-level recovery metrics.
Location: Dubai
Workplace: Hybrid
Employment Type: Full time
Job Function: Data Science & Machine Learning
Seniority: Mid level

Key Responsibilities

  • •Own contact strategy (who to contact, when, cadence, and channel) to maximize recovery within legal limits.
  • •Build debtor models using propensity and uplift to drive live segments for the agents.
  • •Optimize policies via experiments (A/B tests and bandits) across timing, cadence, voice, and negotiation.
  • •Collaborate with product, engineering, and commercial teams to define solutions and improve key metrics.
  • •Translate model outputs into decisions that agents execute on every call.

Pay and Benefits

Equity and Bonus:Equity
Perks:Remote Work

Key Requirements

  • •2+ years shipping production ML models that moved business metrics and run in production.
  • •Expert Python in a production codebase; you ship models as code, not notebooks.
  • •Strong probability/statistics, experimental design, and causal inference to measure real effects.
  • •Hands-on experimentation experience designing, running, and interpreting A/B tests or bandits on live traffic.
  • •Ability to turn models into decisions and explain/defend outputs to stakeholders.
Experience:2+ yearsFintechAIVoice AI
Education:
Skills:Quality-focusedExperimental rigorStakeholder communicationProblem-solvingAnalytical thinking
Tech Stack:PythonTypeScriptAWSPostgreSQLA/B testingBandits

Company Brief

Murphy AI
Murphy AI builds an AI-powered debt collection platform for banks, fintechs, and utilities. Its autonomous agents handle omnichannel collections across multiple languages, with compliance, auditability, and human escalation built into the workflow.
Industry: Enterprise Software
Company Size: Small (11 to 50 employees)
Growth: Early Stage Startup
Valuation: USD 50M to 100M
Funding: Seed
Headquarters: Barcelona, Spain
Founded: 2024
WebsiteLinkedIn