9 часов назад
Senior Data Scientist (AI)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Senior Data Scientist (AI): Designing and extending a Python-based AI pentesting system that maps web applications, reasons with LLM agents, and confirms vulnerabilities with deterministic evidence with an accent on statistical modelling, classical machine learning, and agentic system design. Focus on building reliable models with scarce and noisy ground truth, hardening LLM-driven agents, and turning open research problems into testable working systems.
Location: Remote - UK
Company
provides penetration testing as a service, attack surface management, and vulnerability prioritization using security professionals, AI, and automation.
What you will do
- Own end-to-end features in a large Python codebase, including design, implementation, testing, and technical documentation.
- Work across SQL data schemas, query-heavy analysis pipelines, and the agent layer that consumes the data.
- Design, evaluate, and harden LLM-driven agents through prompt and tool design, evidence gating, deterministic output confirmation, and reproducible behavior.
- Build and validate statistical and machine learning models using calibration, uncertainty quantification, leakage detection, temporal and grouped validation, and drift monitoring.
- Apply methods such as gradient-boosted trees, graph features, embeddings, and feature engineering based on measured performance.
- Partner with penetration testers and platform engineers, and communicate designs and results to technical and non-technical audiences.
Requirements
- Master’s or PhD in Data Science, Statistics, Computer Science, or a related field.
- At least 7 years of data science experience with strong machine learning and statistical analysis expertise.
- Expertise in Python, R, or other data science languages and tools.
- Strong data visualization and complex-results communication skills.
- Excellent problem-solving, analytical, and communication abilities, including communication with non-technical audiences.
- Must be based in the UK for this remote role.
Nice to have
- Experience training and fine-tuning large language models.
Culture & Benefits
- Collaborative, innovative, and customer-first working environment.
- Opportunity to develop AI-driven products for proactive cybersecurity and modern penetration testing.
- Work on original research and engineering problems with direct product impact.
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