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MadiffMA

GenAI Developer – Credit Risk and Fraud Platform (Banking)

Madiff is a leading IT consulting company specializing in innovative solutions and remote agile teams for diverse industries.

Madiff

Employee count: 51-200

United States only

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This is a remote position.

We are looking for a GenAI Developer to join a production critical decision intelligence platform within the banking domain. The role focuses on building and scaling GenAI services that operate directly in credit risk and fraud prevention workflows, supporting high volume, regulated decision environments.The platform combines machine learning, large scale data processing, and agent based GenAI orchestration to generate decision support, explanations, and structured outputs consumed by lending engines, fraud systems, and internal risk teams. The environment is live in production and operates under strict security, performance, and regulatory constraints.

Responsibilities

  • Design and implement LangChain and LangGraph based agent workflows
  • Build Python services exposing GenAI capabilities via secure APIs
  • Integrate LLMs with ML model outputs and structured enterprise data
  • Develop RAG pipelines and vector based retrieval mechanisms
  • Implement guardrails, validation layers, and evaluation logic for regulated outputs
  • Collaborate with ML engineers and data scientists on end to end workflows
  • Support deployment, monitoring, and optimisation in production environments
  • Ensure explainability, traceability, and reliability of GenAI outputs

Requirements

  • Strong hands on Python experience in backend or AI driven systems
  • Commercial experience building LLM based or GenAI solutions
  • Practical knowledge of LangChain and LangGraph
  • Experience with FastAPI or Flask and REST API design
  • Understanding of RAG architectures and vector databases
  • Experience with prompt engineering and agent design patterns
  • Knowledge of secure API development practices
  • Ability to work in regulated, high availability environments
  • Fluent English for professional collaboration
Nice to have
  • Experience in banking, credit risk, or fraud prevention domains
  • Exposure to ML model integration in production systems
  • Experience with monitoring and evaluation frameworks for LLMs
  • Background in distributed or microservices architectures

Benefits

  • Solid, competitive salary
  • Work in a multinational environment on international projects
  • Comprehensive healthcare
  • Long-term B2B contract with a stable project pipeline
  • Remote work model

About the job

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Posted on

Job type

Full Time

Experience level

Location requirements

Hiring timezones

United States +/- 0 hours

About Madiff

Learn more about Madiff and their company culture.

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We're passionate about building powerful results through multiskilled remote teams, digital innovation, and IT consulting. We provide technology, resources, and knowledge to deliver innovation and efficiency. Performance and achievement are our core business. Our mission is to add value to our customers' businesses by providing digital and technological innovation services that deliver disruptive results and make our clients stand out in their markets.

At Madiff, we understand that finding a solid team isn’t easy. That’s why we focus on creating agile services that allow our clients to control every aspect of their development. With our multiskilled remote teams, you can access talent that may not be available locally, enabling you to focus on your company’s growth. Our extensive experience is reflected in our successful projects, as we partner with businesses from various sectors, including retail, banking, telecom, and more.

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Madiff

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