Description
We are seeking an experienced Senior Data Scientist to join our Compliance Technology Operations (CTO) team, which is part of the Global Ethics and Compliance organization. As a Senior Data Scientist, you will be responsible for building and maintaining statistical and ML/AI-based solutions in the AML & Sanctions Compliance space, specifically supporting the Sanctions Screening.
You will be expected to demonstrate expertise in sanctions screening and name-matching, along with experience working with rules-based or statistical models and familiarity with major sanctions platforms such as Fircosoft, Comply, Advantage, World-Check, and Actimize.
Key responsibilities:
- Conduct large-scale data analysis to inform business decisions
- Develop and enhance sanctions screening models using machine learning and fuzzy matching techniques
- Collaborate with cross-functional teams to support testing, validation, audits, and regulatory reviews
- Prepare technical documentation and communicate findings to stakeholders
Requirements:
- 5+ years of relevant work experience with a Bachelor’s Degree or at least 2 years of work experience with an Advanced degree
- Strong analytical skills, with expertise in AI techniques, including machine learning, natural language processing, and deep learning
- Experience with Python libraries such as pandas, numpy, matplot, and Scikit
- Excellent knowledge of database management, data extraction, and data manipulation skills
Preferred qualifications:
- Experience in machine learning model development and implementation using tools like SAS, SQL, Python/R, Hive, and/or Spark
- Building predictive and descriptive statistical models using AI/ML algorithms
- Familiarity with techniques including fuzzy matching, NLP-based n-grams methodology, phonetics, tokenization, and similarity scoring
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