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Senior ML-Engineer, Finance

1 month ago
Spain
Full-time
Senior
Machine Learning Engineer
Artificial Intelligence and Machine Learning
Apache Airflow CatBoost CI/CD ClickHouse Docker FastAPI Git Grafana Linux LLM MLflow MongoDB NLP Pandas Python Redis REST API Salesforce SQL
Apply Now
Fundraise Up

Fundraise Up

Fundraise Up specializes in enhancing online donation processes through AI-driven conversion optimization and integrated payment solutions, enabling organizations to maximize their fundraising potential and improve donor engagement.

Capital Markets
51-250
Founded 2017
View All Jobs 160

Description

  • Build a market intelligence database by collecting, enriching, and structuring data from multiple sources.
  • Design and operate web scrapers to extract signals from nonprofit websites, including products used, payment tools, and industry indicators.
  • Develop machine learning filters and scoring models to identify fundraising-related websites and high-potential prospects.
  • Source and integrate financial and third-party data from nonprofit registries, SimilarWeb, Facebook, and similar sources.
  • Store enriched datasets in the internal database and make them usable for research and analysis across the team.
  • Work with the sales team to understand qualification criteria and analyze disqualified accounts in Salesforce to refine scoring logic.
  • Deploy the scoring model and integrate outputs into Salesforce in a maintainable way.
  • Build a scraper to monitor existing client websites and verify correct implementation of Fundraise Up tools.
  • Create robust, cost-efficient data pipelines that handle duplicates, inconsistent data, and large-scale noise.
  • Develop targeted sub-models for specific verticals and geographies as the initiative evolves.

Requirements

  • 5+ years of ML/DS experience solving real product problems.
  • Strong expertise in machine learning and mathematical statistics, including classical algorithms such as gradient boosting.
  • Understanding of modern NLP and LLM approaches.
  • Proven experience with large-scale web scraping and data pipeline construction.
  • Metrics-driven mindset with the ability to connect ML metrics such as ROC-AUC, F1, and RMSE to business outcomes.
  • Strong Python skills with a product-oriented approach, clean code practices, and knowledge of design patterns.
  • Advanced SQL skills, including building complex datasets in ClickHouse and working with MongoDB.
  • Hands-on MLOps experience with experiment tracking and production workflows such as Docker, Git, and CI/CD.
  • Ability to break down ambiguous problems, choose an appropriate tech stack, and deliver to production independently.
  • Experience with distributed systems or Linux server administration is a plus.
  • Familiarity with CatBoost, uplift modeling, OpenAI, MLflow, Airflow, Grafana, Sentry, pandas, Polars, Redis, FastAPI, and Pydantic is a plus.
  • Strong English proficiency at C1 level.
  • Ability to communicate complex analytical concepts to non-technical audiences is a plus.

Benefits

  • Private medical insurance for the employee and their family.
  • 23 paid vacation days per year.
  • 11 paid public holidays per year.
  • 5 company-paid sick leave days.
  • English learning courses.
  • Relevant professional education support.
  • Gym or swimming pool benefit.
  • Home office setup assistance for furniture and workspace equipment.
  • Co-working support.
  • Remote working.
  • Equity options.

Interested in this position?

Apply directly on the company website

Apply Now

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