Senior Data Scientist — Real-Time ML for Fraud (Remote)

Fingerprint; Chicago (IL); Remote; USD 152.000 - 205.000; Vollzeit

Zusammenfassung

Fingerprint is seeking a Senior Data Scientist to advance the Fingerprint Pro Identification Service through state-of-the-art data science techniques in a high-load real-time environment. You will own end-to-end data science projects, driving experiments from concept through deployment and collaborating with a remote, engineering-focused team.

You will tackle ML engineering challenges, including real-time inference and robust data pipelines, while applying advanced statistics and scalable

Qualifikationen

• 5+ years of experience across machine learning, data science, and backend development.
• Advanced foundations in machine learning and statistical methodologies.
• Strong experience with supervised learning, including gradient boosting and handling high-cardinality categorical data.
• Practical experience with semi-supervised and unsupervised learning techniques.
• Proficiency in exploratory data analysis, and creative problem-solving for dataset collection and performance estimation in the absence of labeled data.
• Strong expertise in real-time ML service development, including real-time inference and model-to-service integration.

Aufgaben

• Develop data-driven algorithms for the Fingerprint Identification Service, applying ML techniques to raw, noisy, and unlabeled data to extract insights about browsers and devices.
• Lead the design and implementation of supervised, semi-supervised, and unsupervised learning approaches to improve our identification capabilities.
• Own data science projects end to end, from concept and experimentation through deployment into our real-time platform.
• Design experiments and solutions for ML engineering challenges such as real-time model inference and training pipeline automation.
• Conduct exploratory data analysis to investigate ad-hoc questions and address anomalous data.
• Help build an engineering-focused, data-driven culture across the team by sharing tools and effective approaches to data science.
• Participate in a shared on-call rotation. Schedules are communicated in advance, and we balance coverage equitably while minimizing off-hours disruption.

Kenntnisse

Machine Learning

Data Science

Backend development

SQL

Git/CI/CD

Python

Fluent English

Tools

Go

ClickHouse

dbt

Snowflake

BigQuery

Tableau/Looker/Superset

Pinecone/FAISS/Qdrant

Jobbeschreibung

Fingerprint is seeking a Senior Data Scientist to advance the Fingerprint Pro Identification Service through state-of-the-art data science techniques in a high-load real-time environment. You will own end-to-end data science projects, driving experiments from concept through deployment and collaborating with a remote, engineering-focused team.

You will tackle ML engineering challenges, including real-time inference and robust data pipelines, while applying advanced statistics and scalable