1 день назад
Research Scientist II (Fraud) (AI)
160 000 - 185 000$
Мэтч & Сопровод
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Описание вакансии
Текст:
TL;DR
Research Scientist II (Fraud) (AI) (machine learning and fraud detection): Building and improving fraud risk models, scam detection systems, and identity signals for voice and IVR interactions with an accent on audio, behavioral, and metadata-based modeling. Focus on analyzing evolving fraud patterns, designing reproducible evaluation pipelines, and translating research into production detection and investigation workflows.
Location: Remote within the United States
Salary: $160,000–$185,000 USD base pay per year
Company
provides an identity trust platform for real-time voice, video, and digital interaction verification, deepfake detection, and fraud prevention.
What you will do
- Build and improve fraud risk models and scoring systems using audio, behavioral, and metadata-based signals.
- Research and develop scam detection capabilities for voice and IVR interactions.
- Analyze fraud patterns, attack behavior, detection gaps, and system performance across customer environments.
- Translate research findings into model improvements, investigation workflows, mitigation strategies, and production solutions.
- Improve voice-based identity signals and repeat-offender detection.
- Design reproducible research workflows, internal tools, and evaluation pipelines while contributing to technical reviews and documentation.
Requirements
- Master’s degree or PhD in computer science, mathematics, statistics, engineering, artificial intelligence, or a related quantitative field, or equivalent applied research experience.
- At least 3 years of professional experience in machine learning, fraud detection, natural language processing, risk modeling, speech or signal processing, anomaly detection, or a related field.
- Strong Python skills and experience building research tooling, experimentation frameworks, or model evaluation workflows.
- Hands-on experience with PyTorch, TensorFlow, or Keras.
- Experience translating research findings into practical improvements in models, decision systems, or production-facing recommendations.
- Foundational knowledge of fraud, identity, consumer scams, authentication, risk scoring, or customer security.
Nice to have
- Experience with fraud or scam detection in voice, IVR, contact center, authentication, or trust and safety environments.
- Experience building or fine-tuning multimodal foundation models.
- Experience improving precision and recall in real-world detection systems, including thresholding, scoring, watchlists, or entity-resolution signals.
- Familiarity with telephony, carrier, device, account, behavioral, sequence, or event-based risk signals.
- Experience with LLM-enabled research workflows, retrieval systems, observability tools, or production-oriented languages such as C/C++ and Go.
Culture & Benefits
- Remote-first work environment with flexibility and autonomy.
- Regular team off-sites, company-wide events, and in-person gatherings.
- Unlimited paid time off, health and welfare plans, HSA contributions, vision and dental coverage.
- Paid parental leave, fertility and GLP-1 benefits, and family-support programs.
- Monthly phone and internet allowance, RSUs for employees, and an annual learning and development stipend.
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