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לפני 1 שעות
Location: Tel Aviv-Yafo
Job Type: Full Time
We are on an expedition to find you, someone who is passionate about turning research into reliable, production-grade capabilities. Youll play a major role in building and shaping our next-gen CTI platform across attribution, pivoting, infrastructure prediction, EASM, and the STIX/OpenCTI knowledge base.
Responsibilities
Execute the CTI research roadmap across attribution, infra prediction, EASM, and the STIX knowledge base.
Design and implement graph-pivoting, attribution heuristics, and temporal/link models (sequence/survival/Hawkes-style).
Build high-signal EASM detectors: passive discovery and safe active probing per ROE; capture reproducible evidence.
Normalize, enrich, and deduplicate intel into STIX 2.1 aligned to our ontology; maintain/enhance TAXII/OpenCTI/MISP connectors.
Ship detectors/models and enrichment services with AI/Platform teams; contribute tests, docs, and runbooks.
Curate datasets, define ground truth, and evaluate KPIs (coverage, lead-time, precision/recall, FPR); iterate to improve signal-to-noise.
Produce watchlists, concise briefs, and early-warning hypotheses for stakeholders and priority investigations.
Uphold governance, ethics, provenance, and data-quality standards.
Requirements:
4-7+ years in CTI/EASM/offensive research or adversary-infra analysis.
DNS, BGP/ASNs, TLS/PKI & CT logs, hosting/CDN/cloud patterns, domain lifecycle, phishing ecosystems.
Communities/embeddings/clustering; temporal/link modeling and practical evaluation.
Passive discovery and safe active probing; evidence discipline and noise reduction.
STIX 2.1, ATT&CK, TAXII; advantage for OpenCTI/MISP; ontology alignment and validation.
Python (pandas, notebooks, scikit-learn, networkx/igraph); Neo4j/Elasticsearch; Kafka/SQS/Redis; Docker/Kubernetes.
Prompting/tool-use for extraction/normalization; agentic patterns with guardrails and sanity checks.
Analytical writing; collaborative, version-controlled workflow (Git); documentation rigor.
This position is open to all candidates.
 
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13/05/2026
Location: Tel Aviv-Yafo
Job Type: Full Time
The Threat Intelligence group, a key member of the company Research department, leads global threat research efforts, and improves threat coverage across the evolving cyber threat landscape.
The group focuses on understanding and tracking cybercriminal organizations, nation-state (APT) actors, hacktivist activity, active malware campaigns, and emerging adversary trends. The research produced by the team supports both strategic insight and the development of advanced security technologies.
This role is responsible for conducting in-depth cyber threat landscape research and owning the full intelligence research lifecycle-from intelligence collection through analysis and written output.
Key Responsibilities
Research and analyze cyber threat actors.
Be the first to flag trends, new malware, threat actors and intelligence items that stand out in the crowd
Execute the full intelligence research lifecycle:
Monitoring and analyzing the digital underground - including the DarkNet, the DeepWeb, and other open and restricted sources
Gather & flag intelligence that stands out.
Assess, validate, and refine raw information into high-confidence insights
Produce clear, well-structured written research and threat assessments
Build, maintain, and continuously evaluate a diverse set of reliable intelligence sources
Identify long-term trends, relationships, and shifts in adversary behavior
Conduct deep intelligence collection operations and collect proprietary intelligence
Collaborate with other researchers and internal stakeholders to contextualize findings and improve threat coverage
Maintain high analytical and research standards, including sourcing, attribution, and methodological rigor.
Requirements:
At least 3 years of experience in Cyber Threat Intelligence (CTI) or cyber threat research
Deep understanding of cyber threat landscape and cybercriminal and hacktivists ecosystems: actors and groups, motivations and goals, tools and capabilities, attacks and campaigns
Proven experience across the full threat intelligence research lifecycle (collection, validation, analysis, production, and dissemination)
Strong WEBINT research and virtual HUMINT operations skills, including source discovery, validation, and long-term source management.
Excellent analytical abilities, strong attention to detail, and critical thinking skills
Strong written communication skills, with the ability to present complex research clearly and accurately
Ability to work independently as well as collaboratively within a research team
Big Plus
Knowledge of Russian, Spanish, Portuguese or Mandarin.
Familiarity with MITRE ATT&CK or similar frameworks
Experience publishing external threat research.
This position is open to all candidates.
 
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לפני 15 דקות
חברה חסויה
Location: Tel Aviv-Yafo
Job Type: Full Time
As a Research Infra Engineer, you will build and operate the shared platforms that power our companys cyber research: data ingestion, connectivity to internal/external systems, scalable analysis environments, and self-serve tools which allow the team moving faster.
Youll partner closely with CyberAI researchers to translate research needs into reliable, secure, cloud-deployed capabilities used across the group. Your goals are to reduces research-toil, improves reproducibility and code quality, and accelerates the path from prototype to shared capability.
Responsibilities
Design, implement, and iterate on internal platforms that support research workflows (e.g., data ingestion, enrichment, indexing, search, labeling, evaluation harnesses, experiment tooling).
Develop durable pipelines and connectors to bring in and normalize research data sources.
Create reusable libraries, templates, CLIs, and services that enable researchers to run analyses and experiments safely and repeatably.
Own deployments, reliability, observability, access control, and cost/performance of the research stack so its usable by all researchers.
Work closely with CyberAI researchers on the development of next-generation artificial cyber researchers and AI-driven analysis capabilities.
Requirements:
5+ years of experience building and operating production systems (platform engineering, data engineering, infra, or backend engineering).
Strong software engineering fundamentals (clean architecture, testing, CI/CD, code review, documentation).
Hands-on experience with cloud infrastructure and modern deployment patterns (containers, orchestration, serverless and/or Kubernetes; infrastructure-as-code such as Terraform is a plus).
Experience designing data pipelines and service integrations
Ability to work closely with researchers: turn ambiguous needs into clear requirements, make pragmatic tradeoffs, ship incrementally, and support adoption.
Familiarity with cybersecurity research workflows such Threat Hunting, Malware Research, CTI and more.
This position is open to all candidates.
 
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חברה חסויה
Location: Tel Aviv-Yafo
Job Type: Full Time
Were looking for driven and talented people like you to join our team and our mission to change the future of cloud security. Ready to dive in and swim with our pod?
As the Head of Research, you will lead Securitys threat-research, security-innovation, and vulnerability-discovery efforts. You will define the strategy for how we uncover threats, identify novel attack vectors, influence product direction, and contribute thought leadership to the cybersecurity community. You will manage and grow a team of world-class researchers, work closely with product, engineering and go-to-market teams, and ensure our research remains cutting-edge, rigorous and impactful. This role emphasizes strong people leadership and cross-functional execution, alongside technical depth and hands-on research judgment.
What youll do :
Develop, own and evolve the research strategy by defining high value focus areas (for example misconfigurations, identity threats, workload vulnerabilities, and emerging attack techniques), and ensure alignment with product roadmap and business objectives.
Lead, coach, and mentor a multidisciplinary research team (researchers, threat analysts, and engineers).
Build a healthy, high-performing org, including hiring, onboarding, and performance management.
Partner closely with product and engineering leadership to turn research insights into concrete roadmap items, detection logic, and customer value.
Drive discovery of new vulnerabilities, attack techniques, or adversary behaviors across cloud and modern infrastructure environments (for example containers, serverless, data stores, IAM).
Define metrics for research impact (for example vulnerabilities discovered, time to validate and operationalize new findings, research-driven product improvements, external reach).
Establish and maintain external partnerships (industry peers, academic groups, independent researchers) to expand capabilities and pipeline.
Publish and present research findings (blog posts, white papers, conference talks).
Lead vulnerability disclosure and responsible communications.
Ensure the research function has the right infrastructure and processes (tooling, sandboxes, repeatable experimentation, documentation standards).
Stay current with the threat landscape, emerging technologies, attacker tradecraft, and relevant compliance or regulatory shifts.
Requirements:
7+ years of experience in security research, threat intelligence, vulnerability discovery, offensive security, or closely related roles.
Proven people management experience (mandatory), including hiring, mentoring, and growing high-performing teams.
Demonstrated ability to set a research vision, prioritize effectively, and execute through others in a cross-functional environment.
Strong research fundamentals: designing experiments, validating hypotheses, and turning ambiguous signals into clear findings and recommendations.
Excellent stakeholder management and partnership skills, including the ability to collaborate deeply with engineering and product teams.
Strong written and verbal communication skills, including the ability to communicate complex technical concepts to varied audiences.
Ability to operate hands-on when needed (for example to review technical work, guide investigations, or unblock the team).
Solid coding fluency and automation mindset (languages and stack flexible, Python/Go helpful).
This position is open to all candidates.
 
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חברה חסויה
Location: Tel Aviv-Yafo
Job Type: Full Time
Were looking for an experienced Network & Security Researcher to join our team. Youll investigate how modern networks behave at scale-diving deep into protocols, traffic patterns, and path performance-to design data-driven improvements that enhance reliability, efficiency, and user experience across our global network. Youll develop analysis tooling, run large-scale measurements on top of our big-data platform, and share findings internally and externally.
Responsibilities:
Build tools & pipelines: Develop analysis tools, datasets, and reproducible pipelines to support research at scale.
Deep protocol analysis: Perform in-depth studies of protocol behavior (TCP congestion control, QUIC/HTTP/3, HTTP/2, DNS, DHCP) including edge cases, timeouts, retransmissions, handshake dynamics, and head-of-line effects.
Network measurement & modeling: Analyze latency, jitter, loss, throughput, and path selection. Build models and KPIs that explain and predict performance.
Experimentation: Design controlled experiments and A/B tests; reproduce findings in lab environments (emulation/simulation) and validate on real traffic.
Collaboration with engineering: Translate research into product improvements and platform capabilities; deliver clear specs and reference implementations.
Communication & thought leadership: Publish results (internal reports, blog posts, talks), create visualizations, and-when relevant-contribute to community.
Requirements:
Education: BSc + MSc in Computer Science
Networking expertise (must): Strong foundations in computer networking and Internet protocols: TCP/IP, QUIC/HTTP/3, HTTP/2, DNS, RDP, DHCP, routing (BGP/OSPF/IS-IS), MPLS, NAT, load balancing.
Data & coding (must): Proficiency in at least one programming language (e.g., Python, Go, or Java) and solid SQL skills; comfort working with large datasets and time-series analysis.
Big-data & analytics: Experience with big-data platforms and frameworks (e.g., Spark) and databases (NoSQL/relational such as Elasticsearch, MongoDB, MySQL, AWS Athena).
AI/ML for network analytics: Practical experience applying machine learning to packet/flow/time-series data-feature engineering, clustering/segmentation, anomaly detection, forecasting, and causal analysis-to model performance and inform routing/QoS optimizations; proficiency with Python data stack (pandas, NumPy, scikit-learn); familiarity with PyTorch or TensorFlow is a plus.
Tools: Hands-on experience with Wireshark, tcpdump/tshark, Scapy, iperf; ability to craft custom parsers and automate experiments.
Excellent English and communication skills
Team player, responsible, and well-organized.
This position is open to all candidates.
 
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חברה חסויה
Location: Tel Aviv-Yafo
Job Type: Full Time
Were looking for a Senior Security Researcher to drive high-impact research across cloud, runtime, and application environments, and translate it into product-grade detections. This is a hands-on role for someone who can lead investigations end-to-end: from understanding attacker tradecraft and vulnerabilities, through building reliable detection logic, to influencing product direction.
On a typical day youll :
Lead deep-dive research into real-world attacks, vulnerabilities, and emerging cloud and runtime techniques
Own complex investigations (DFIR, threat hunting, root-cause analysis) and convert learnings into durable detections
Design and implement advanced detection logic and analytics across cloud assets, containers, Kubernetes, and Linux runtime telemetry
Build prototypes and production-ready components that improve detection accuracy, fidelity, and coverage
Partner closely with engineering and product to shape roadmap priorities and guide implementation details
Develop research methodologies, testing frameworks, and validation processes for new detections
Mentor and level up other researchers and engineers through reviews, knowledge sharing, and technical guidance
Represent the team externally through publications, technical blogs, and conference talks
Requirements:
7+ years of experience in security research, detection engineering, incident response, or comparable hands-on security roles
Demonstrated expertise in at least two of the following areas (and working knowledge in the others):
Linux internals / operating systems fundamentals
Cloud security (AWS/Azure/GCP), including common attack paths and misconfiguration patterns
DFIR, threat hunting, and investigation workflows using telemetry and logs
Vulnerability research or vulnerability management at scale (triage, prioritization, exploitation understanding)
Application and API security fundamentals
Strong programming skills in Python (Go is a strong plus); ability to produce maintainable research code and production logic
Strong data skills: comfortable working with large telemetry datasets (SQL and log analytics platforms such as Elastic or similar)
Ability to reason about attacker behavior, build threat models, and validate detections with repeatable testing
Excellent written and verbal English communication, including the ability to explain nuanced technical tradeoffs to non-research audiences
Track record of driving cross-team execution and shipping impactful security capabilities
Nice to have:
Experience with Kubernetes and container runtime security
eBPF or low-level telemetry approaches, syscall or kernel-level visibility
Reverse engineering and malware analysis
Offensive security background (web, cloud, exploit development)
Contributions to open-source security projects or published research
Experience using automation or AI-assisted techniques to scale research and detection workflows
This position is open to all candidates.
 
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23/04/2026
חברה חסויה
Location: Tel Aviv-Yafo
Job Type: Full Time
GeoEdge is a global leader in ad security and quality solutions, trusted by top publishers, app developers, and ad platforms worldwide. Our mission is to maintain a safe and transparent digital advertising ecosystem, ensuring that users everywhere enjoy a clean and trustworthy online experience. We are seeking a Security Research Team Leader to join our team of highly skilled professionals, which includes security researchers, operations analysts, and data scientists. This team continuously hunts for threats, evaluates emerging attack vectors, and develops innovative detection techniques in the field of malvertising and advertising security. Our mission is to protect customers from attacks generated by malicious advertisements (malvertising).
What You'll Do
* Lead detection innovation. Design and implement new methodologies to identify and stop malvertising attacks before they reach end users.
* Drive signal research. Research and develop signal-collection strategies across mobile and desktop environments to strengthen detection and enhance customer protection.
* Expand scanning capabilities. Devise approaches to overcome bot detection mechanisms and ensure comprehensive website coverage.
* Deliver customer impact. Understand customer-specific security requirements, translate them into actionable research, and consistently exceed expectations.
* Map adversary behavior. Discover and document the tactics, techniques, and procedures (TTPs) employed by malvertisers and related threat actors.
* Elevate data-driven detection. Create and validate data insights that enhance detection quality and drive measurable improvements in protection efficacy.
* Share knowledge broadly. Publish security research through blog posts, internal knowledge bases, conference presentations, and external engagements — translating complex discoveries into clear, impactful narratives.
* Hunt threats proactively. Identify malicious activity across the internet, reverse-engineer attack execution, and produce thorough technical documentation.
* Stay ahead of the curve. Continuously monitor the cybersecurity landscape for trends, emerging threats, and developments relevant to our mission.
* Mentor and lead. Contribute high-impact work that moves team-level metrics, while actively providing leadership, guidance, and mentorship to peers and junior researchers.
* Build better tools. Develop techniques, scripts, and tooling to streamline workflows and amplify the broader team's productivity.
Requirements:
* Education: A Bachelor of Science in Computer Science or equivalent experience (e.g., alumni of a technological or military intelligence unit).
* Deep Web Expertise: Strong understanding of web architecture and protocols, including the Document Object Model (DOM), JavaScript, HTTP/HTTPS, and IPv4/IPv6.
* Security Minded: Solid knowledge of the broader cybersecurity threat landscape and the mindsets of adversaries.
* Experienced Leader: Over 3 years of proven experience in leading cybersecurity research, with a track record of delivering meaningful outcomes.
* Strong Communicator: Excellent written and spoken English skills, with the ability to clearly convey technical findings to both technical and non-technical audiences.
* Skilled in Scripting: Hands-on proficiency in Python and JavaScript for research, automation, and tooling.
* Data Fluent: Solid experience in data analysis using SQL, Python, or equivalent tools.
* Self-Driven and Passionate: Motivated, independent, and genuinely committed to finding and stopping bad actors on the internet.
* Natural Leader: Capable of inspiring and elevating those around you through contributions, professionalism, and a collaborative spirit.
* Curious about AI/ML: Foundational understanding of machine learning and AI concepts, with a strong aptitude and enthusiasm for rapidly acquiring new skills.
This position is open to all candidates.
 
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מודים לך שלקחת חלק בשיפור התוכן שלנו :)
חברה חסויה
Location: Tel Aviv-Yafo
Job Type: Full Time
We are seeking a Security Research Team Leader to join our team of highly skilled professionals, which includes security researchers, operations analysts, and data scientists.
This team continuously hunts for threats, evaluates emerging attack vectors, and develops innovative detection techniques in the field of malvertising and advertising security. Our mission is to protect customers from attacks generated by malicious advertisements (malvertising).
What You'll Do:
Lead detection innovation. Design and implement new methodologies to identify and stop malvertising attacks before they reach end users.
Drive signal research. Research and develop signal-collection strategies across mobile and desktop environments to strengthen detection and enhance customer protection.
Expand scanning capabilities. Devise approaches to overcome bot detection mechanisms and ensure comprehensive website coverage.
Deliver customer impact. Understand customer-specific security requirements, translate them into actionable research, and consistently exceed expectations.
Map adversary behavior. Discover and document the tactics, techniques, and procedures (TTPs) employed by malvertisers and related threat actors.
Elevate data-driven detection. Create and validate data insights that enhance detection quality and drive measurable improvements in protection efficacy.
Share knowledge broadly. Publish security research through blog posts, internal knowledge bases, conference presentations, and external engagements - translating complex discoveries into clear, impactful narratives.
Hunt threats proactively. Identify malicious activity across the internet, reverse-engineer attack execution, and produce thorough technical documentation.
Stay ahead of the curve. Continuously monitor the cybersecurity landscape for trends, emerging threats, and developments relevant to our mission.
Mentor and lead. Contribute high-impact work that moves team-level metrics, while actively providing leadership, guidance, and mentorship to peers and junior researchers.
Build better tools. Develop techniques, scripts, and tooling to streamlne workflows and amplify the broader team's productivity.
Requirements:
Education: A Bachelor of Science in Computer Science or equivalent experience (e.g., alumni of a technological or military intelligence unit).
Deep Web Expertise: Strong understanding of web architecture and protocols, including the Document Object Model (DOM), JavaScript, HTTP/HTTPS, and IPv4/IPv6.
Security Minded: Solid knowledge of the broader cybersecurity threat landscape and the mindsets of adversaries.
Experienced Leader: Over 3 years of proven experience in leading cybersecurity research, with a track record of delivering meaningful outcomes.
Strong Communicator: Excellent written and spoken English skills, with the ability to clearly convey technical findings to both technical and non-technical audiences.
Skilled in Scripting: Hands-on proficiency in Python and JavaScript for research, automation, and tooling.
Data Fluent: Solid experience in data analysis using SQL, Python, or equivalent tools.
Self-Driven and Passionate: Motivated, independent, and genuinely committed to finding and stopping bad actors on the internet.
Natural Leader: Capable of inspiring and elevating those around you through contributions, professionalism, and a collaborative spirit.
Curious about AI/ML: Foundational understanding of machine learning and AI concepts, with a strong aptitude and enthusiasm for rapidly acquiring new skills.
This position is open to all candidates.
 
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13/05/2026
Location: Tel Aviv-Yafo
Job Type: Full Time
our company Research (CPR) is looking for a Threat Researcher to join its Threat Intelligence Analysis (TIA) team. The team is responsible of discovering, analyzing and tracking advanced threat actors and campaigns, with a strong focus on high-end cybercrime and state-sponsored activities. You will join a team of motivated, independent & highly technical individuals and contribute the effort to protect our company customers and empower the company brand.
Key Responsibilities
Identify, understand and monitor advanced campaigns using publicly available sources as well as internal telemetry.
Analyze malware and other hacking tools utilized by threat actors in active campaigns and intrusions.
Create technical research content for public and private intelligence reports.
Help build protections and detections based on deep understanding of advanced threat actors Tactics Techniques and Procedures (TTPs).
Collaborate with other security teams to assist threat intelligence and research tasks.
Requirements:
Your Knowledge & Skills
3+ years of experience as a threat researcher, incident responder, malware analyst, detection engineer or other relevant roles.
Practical experience in tracking state-sponsored or advanced financially motivated actors - including malware, infrastructure and TTPs.
Profound knowledge and understanding of malware and common attacking techniques.
Hands-on experience in automating and optimizing hunting and enrichment processes using code (preferably Python).
Familiarity with query languages and data exploration tools.
Ability to translate technical findings into actionable detection and prevention signatures.
Experience in writing technical blog posts and technical analysis reports.
Experience in public speaking and presentation of research in cyber security conferences .
Fluent English.
This position is open to all candidates.
 
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06/05/2026
Location: Tel Aviv-Yafo
Job Type: Full Time
The Cortex Threat Intelligence team is responsible for maintaining an up-to-date overview of the ever-changing threat landscape and its effects on the Cortex product suite. This includes the collection, analysis, and dissemination of technical threat intelligence from multiple internal and external sources. As part of this role, you will identify detection opportunities, automate threat intelligence processes, and develop tools and methodologies to increase team productivity. our companys Cortex XDR is a market-leading platform with an almost unparalleled telemetry data lake. Our team is deeply data-driven; it is the ideal environment for analysts who are enthusiastic about data mining, tracking threat actors, and deconstructing complex cyberattacks.
Key Responsibilities
Monitor the global threat landscape using diverse sources to proactively identify potential coverage gaps and improve Cortex XDRs defensive posture.
Perform in-depth research into cyberattack techniques to provide actionable insights and suggestions for improving product capabilities.
Leverage our companys telemetry datasets to identify emerging attack patterns and hunt for novel threats.
Design and propose robust detection logic across multiple operating systems (Windows, macOS, Linux).
Partner with cross-functional teams within our company to communicate findings and co-develop security enhancements.
Transform technical intelligence into high-impact deliverables, including customer-facing reports, research articles for the company blog, or presentations at international security conferences.
Requirements:
Required Qualifications
4+ years of experience in at least one of the following fields: Threat Intelligence, Threat Hunting, Malware Analysis, Security Research, SOC (Level 3), or Incident Response.
Deep understanding of the cyber threat landscape, including advanced malware and threat actor techniques. A strong command of the MITRE ATT&CK framework is a must.
Strong proficiency in Python, specifically for automating data collection via APIs and performing data analysis.
Proven experience using BigQuery or SQL-based languages to query massive datasets and identify anomalies.
Strong understanding of OS internals (e.g., processes, registry, memory, file system events) and OS event logs.
Hands-on experience simulating attacks or performing static and dynamic malware analysis in a controlled lab environment.
Analytical Mindset: Ability to analyze large amounts of technical data, extract crucial details, and draw meaningful conclusions.
Independence: Ability to work independently, lead projects to fruition, and collaborate across the company with other departments.
High proficiency in English, both verbal and written.
Preferred Qualifications
Experience in OSINT or intelligence analysis (e.g., military intelligence).
Experience with EDR/XDR platforms, YARA, or Sigma rules.
Strong presentation and public speaking skills.
This position is open to all candidates.
 
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חברה חסויה
Location: Tel Aviv-Yafo
Job Type: Full Time
We are looking for a hands-on security researcher who combines an attacker mindset, fraud-domain curiosity, strong technical depth, and data analysis skills. You will investigate real-world fraud patterns, reproduce attacker techniques, analyze telemetry, enrich our data collection capabilities, discover new security signals, and work closely with product, data, and engineering teams to turn research insights into production-grade detection and prevention mechanisms.
This role is especially relevant for researchers with experience in browser technologies, mobile-native applications, or both. You may work on desktop and mobile browsers, browser APIs, browser automation, client-side signals, native mobile applications, Android/iOS behavior, mobile security, emulators, device signals, and mobile automation.
You will help expand our visibility into new signals and patterns that improve fraud detection, model performance, and customer protection.
If you are a talented researcher who enjoys solving complex problems, working with messy real-world data, and building practical defenses against modern fraud and abuse, we want you to join our team.
Requirements:
At least 3 years of experience in security research, fraud research, detection engineering, threat research, mobile security research, browser security research, or a similar hands-on technical role.
Bachelors degree in Computer Science, Cybersecurity, Data Science, or a related field or equivalent hands-on experience.
Strong hands-on experience with at least one of the following areas:
Desktop or mobile browsers, browser APIs, browser automation, browser fingerprinting, web signals, or client-side web security.
Native mobile applications for Android or iOS, mobile OS behavior, device signals, emulators, mobile automation, app instrumentation, or mobile security.
Strong understanding of web technologies, mobile technologies, APIs, application behavior, and modern attack techniques.
Strong Python skills and experience building research tools, automation, data analysis workflows, detection prototypes, or feature engineering pipelines.
Experience analyzing messy real-world data, investigating anomalies, validating hypotheses, and drawing practical conclusions from incomplete information.
Familiarity with machine learning training and validation concepts, such as train/test split, validation sets, overfitting, leakage, feature quality, precision/recall, false positives, false negatives, and model evaluation.
Ability to produce data features in a structured, reliable, and model-friendly way.
Ability to think like an attacker while designing reliable, scalable, and explainable defenses.
Strong problem-solving skills, independence, persistence, and a getting things done attitude.
Excellent communication and interpersonal skills.
Ability to work closely with engineering, product, and data science teams and translate research insights into practical product capabilities.
This position is open to all candidates.
 
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