Senior Detection Researcher (Cybersecurity)
Мэтч & Сопровод
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Описание вакансии
TL;DR
Senior Detection Researcher (Cybersecurity): Designing and deploying innovative detection methods to disrupt cybercrime and distinguish real humans from automated threats with an accent on adversarial attack patterns and large-scale data engineering. Focus on building resilient countermeasures, engineering features across data pipelines, and optimizing precision/recall trade-offs.
Location: Hybrid in Tel Aviv, Israel
Company
provides a Human Defense Platform that safeguards enterprises from sophisticated bots, fraud, and account abuse.
What you will do
- Lead research to design and deploy innovative detection methods at scale, from discovery to production.
- Investigate adversarial attack patterns and develop countermeasures resilient to evasion.
- Engineer and curate features across large-scale data pipelines using behavioral and network signals.
- Collaborate with engineering, product, and data science teams to translate research into production-grade rules.
- Own end-to-end research for strategic accounts, including deep-dive traffic analysis and escalation resolution.
- Contribute to detection quality through peer reviews and monitoring production anomalies.
Requirements
- 5+ years of experience working with data at scale, with strong proficiency in SQL and Python.
- Proven ability to formulate hypotheses, design experiments, and solve ambiguous problems.
- Deep understanding of HTTP, web protocols, and client-server interactions.
- Strong ownership, accountability for impact, and excellent technical communication skills.
- Ability to thrive in a fast-paced, cross-functional environment.
- Must be based in or be able to work hybrid in Tel Aviv, Israel.
Nice to have
- Familiarity with cybersecurity research (bot operations, fraud, credential stuffing, or scraping).
- Experience with feature engineering for detection or classification systems.
- Knowledge of reputation systems, anomaly detection, or behavioral modeling.
- Academic or professional background in data science, statistics, or machine learning.
Culture & Benefits
- Hacker-mindset culture focused on making the internet safer.
- Comprehensive total rewards package including well-being and learning stipends.
- Flexible work options and dedicated time off.
- Support for personal and professional development.
- Inclusive environment with global teams and diverse thought.
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