Position Details

Type Full-Time

Experience lead

Exp. Years Not specified

Education Not specified

Category Software Engineering

About this role

Join SoFi's FROST team to architect and develop fraud detection and anti-money laundering solutions using cutting-edge data processing and analytics technologies.

Key Responsibilities

Design fraud detection systems
Build real-time data pipelines
Develop risk scoring models
Implement ML models
Integrate vendor solutions

Technical Overview

Involves real-time streaming data pipelines, machine learning integration, graph analytics, and vendor system integration within AWS cloud environment.

Ideal Candidate

The ideal candidate is a senior software engineer with expertise in real-time data processing, machine learning, and fraud detection systems, with experience deploying solutions in AWS cloud environments. They are skilled in building scalable data pipelines and integrating advanced analytics.

Must-Have Skills

Design and implement fraud detection systemsBuild real-time data pipelinesDevelop risk scoring modelsIntegrate machine learning modelsArchitect solutions with vendor integrations

Nice-to-Have Skills

Experience with fraud detection vendorsExperience with anti-money laundering solutionsData analytics

Tools & Platforms

Apache KafkaApache FlinkAWS KinesisAWS SageMakerAWS NeptuneApache Druid

Required Skills

Fraud DetectionAML SolutionsRisk ModelsData PipelinesReal-time AnalyticsMachine LearningAWSApache KafkaApache FlinkAWS Kinesis

Hard Skills

Software DevelopmentReal-time Data ProcessingMachine LearningStreaming AnalyticsData PipelinesAWSApache KafkaApache FlinkAWS KinesisAWS SageMakerAWS NeptuneApache DruidRisk ModelsRule Engines

Soft Skills

Technical LeadershipProblem-solvingCollaborationStrategic ThinkingData-driven Decision Making

Industry & Role

Industry Fintech

Job Function Developing fraud and AML detection solutions using advanced analytics and cloud technologies

Keywords for Your Resume

Principal Software EngineerFraud DetectionAML SolutionsRisk ModelsData PipelinesReal-time AnalyticsMachine LearningAWSApache KafkaApache FlinkAWS KinesisAWS SageMakerAWS NeptuneApache DruidRisk ScoringRule Engines

Deal Breakers

Lack of experience with fraud detection or AML solutions, No experience with AWS or real-time data processing, Unable to work remotely

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