Portugal
Remote
Senior
Full Time
Machine LearningFinancial Crime PreventionStart-upRemote WorkStock Options
Requirements
- •At least 5 years as a Machine Learning Engineer or Full-stack Data Scientist with production deployment experience including API services like FastAPI
- •Strong in SQL and Python
- •Experience with cloud data platforms such as Databricks
- •Strong architectural skills to design and improve infrastructure serving models of varying complexity
- •Experience with model monitoring and champion-challenger / A-B evaluation in production
- •Critical, analytical thinker, proactive, result-driven, comfortable working with little supervision in a start-up setting
- •Quantitative education in math, engineering, economics, or computer science
- •Full working proficiency in English
What You'll Do
- •Full-stack ML model development (binary classification and regression) for detection and prevention of financial crime during transaction processing and client onboarding including gathering requirements, prototyping, and deployment in production environment
- •Own and evolve the Dynamic Risk Score (DRS) across all markets with daily scoring of the full client base feeding decisioning across the client lifecycle
- •Handle a portfolio of transaction rules with ML-driven detection, optimizing performance and number of generated alerts
- •Set up continuous monitoring of model and rule performance in production and develop champion-challenger framework to keep best-performing model live
- •Participate in infrastructure development for ML model operationalization and inter-service interactions to serve and infer models of varying complexity
Nice to Have
- •Exposure to graph modeling or foundation models/embeddings
Benefits
- •Make a genuine impact on the product
- •Resources and opportunities for continuous personal and professional development
- •Flexibility of traveling and working remotely or in a hybrid model across Europe
- •Stock options program available to all team members
- •Supportive, modern, friendly, and eco-conscious corporate culture
- •Work & Swim program: one month in a corporate apartment in Cyprus for work-life balance
About Finom
Finom provides an online payment solution that integrates business accounts, invoicing, and accounting.
Amsterdam, Netherlands
500 - 1000
Finance