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Senior ML-Engineer, Finance

3 weeks, 4 days ago
Cyprus
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 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 178

Description

  • Build a market intelligence database by collecting, enriching, and organizing large-scale data for scoring and analysis.
  • Design and operate web scrapers to extract signals from nonprofit websites, including products used, payment tools, and vertical indicators.
  • Develop ML filters and classifiers, including a binary model to identify fundraising websites and other prospect-quality signals.
  • Source and integrate financial and third-party data from nonprofit registries, SimilarWeb, and Facebook.
  • Structure enriched datasets in internal databases so they can be used across the team for research and analysis.
  • Partner with the sales team to define qualification criteria and analyze disqualified Salesforce accounts to refine scoring logic.
  • Deploy the scoring model and integrate its outputs into Salesforce in a maintainable way.
  • Build a scraper to monitor existing clients’ websites and verify proper Fundraise Up implementation across properties.
  • Develop robust, cost-efficient filtering pipelines to handle noisy, duplicate data at large scale.
  • Break the project into targeted sub-models for different verticals and geographies as needed.

Requirements

  • 5+ years of ML/DS experience solving real product problems.
  • Strong expertise in ML and mathematical statistics, including classical algorithms such as gradient boosting and modern NLP/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 metrics such as conversion rate and LTV.
  • Strong Python skills with a product-oriented approach, clean code practices, and knowledge of design patterns.
  • Advanced SQL and the ability to build complex datasets in ClickHouse, plus experience 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 the right tech stack, and deliver to production independently.
  • Strong English communication skills at C1 level.
  • Experience with uplift modeling, causal ML, or OpenAI-based RAG and prompt engineering is a plus.
  • Experience with Airflow, MLflow, FastAPI, Pydantic, Redis, pandas, or Polars is a plus.

Benefits

  • 31 days off.
  • 100% paid telemedicine plan.
  • Home office setup assistance, including furniture and equipment such as a chair, desk, and monitor.
  • English learning courses.
  • Relevant professional education support.
  • Gym or swimming pool access.
  • Co-working support.
  • Remote working.
  • Equity options.

Interested in this position?

Apply directly on the company website

Apply Now

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