Real-Time Fraud & Abuse ML Engineer

Telnyx LLC; Dublin; Vor Ort; EUR 90.000 - 130.000; Vollzeit

Zusammenfassung

Telnyx LLC in Ireland is seeking a Machine Learning Engineer for Fraud & Abuse Detection to own real-time decisioning on outbound messages.

You will design and operate text classifiers, evaluate models, and work with cross-functional teams to reduce fraud and abuse in the messaging platform, including phishing, brand impersonation, and AI-driven abuse.

Applicants bring 3+ years of ML/software development, strong Python (FastAPI), and production ML experience.

Qualifikationen

• Proven experience in ML or software development with focus on fraud/abuse detection.
• Strong Python skills and experience with async web frameworks (e.g., FastAPI).
• Experience deploying ML models in production and evaluating classifiers.

Aufgaben

• Design, train, and evaluate detectors for fraud and abuse in messaging.
• Operate real-time decisioning within latency budgets on message paths.
• Collaborate with fraud ops, trust & safety, and cross-functional teams.
• Contribute to code reviews and raise code quality standards.

Kenntnisse

ML experience

Python webservices (FastAPI)

Text classification

Evaluation methodology

LLMs in pipeline

Production ML deployment

Communication skills

Tools

ClickHouse

PostgreSQL

Redis

Kafka

Docker

Kubernetes

Prometheus

Ray

Jobbeschreibung

Telnyx LLC in Ireland is seeking a Machine Learning Engineer for Fraud & Abuse Detection to own real-time decisioning on outbound messages.

You will design and operate text classifiers, evaluate models, and work with cross-functional teams to reduce fraud and abuse in the messaging platform, including phishing, brand impersonation, and AI-driven abuse.

Applicants bring 3+ years of ML/software development, strong Python (FastAPI), and production ML experience.