5 дней назад
Tech Lead - Data Scientist (AI)
220 000 - 250 000$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Tech Lead - Data Scientist (AI): Developing the core ontology behind unified security configuration analysis, AI security, and threat detection products with an accent on machine learning, knowledge graphs, and heterogeneous enterprise application data. Focus on scaling production data systems, automating research tasks, formulating ambiguous security problems as rigorous ML problems, and collaborating with enterprise security teams.
Location: Newport Beach, California, USA
Base salary: $220,000–$250,000 USD per year, plus equity and potential incentive compensation.
Company
is a SaaS security company that protects enterprise applications, integrations, and identity data from security risks and threats.
What you will do
- Lead development and expansion of the core ontology powering security configuration analysis, AI security, and threat detection products.
- Work with a team of 3–6 software engineers and data scientists to support hundreds or thousands of enterprise application platforms.
- Automate repeatable research and development subtasks across complex application integrations.
- Develop expertise in identity, authentication, authorization, network, and data security across platforms such as GitHub, Salesforce, and Workday.
- Translate security challenges into data and machine learning problems while refining customer outcomes with enterprise security teams.
Requirements
- 6+ years of experience in data science, machine learning, or applied research.
- Production experience shipping ML or data systems at scale, preferably involving ontologies, knowledge graphs, entity resolution, or semantics across heterogeneous data sources.
- Expert-level proficiency in Python and modern ML and data tooling.
- Knowledge of core security domains or the ability to learn them quickly.
- Ability to decompose ambiguous problems into well-scoped subproblems and design statistically rigorous experiments.
- Strong written and verbal communication skills for working with technical security practitioners at large enterprises.
Nice to have
- 2+ years of experience in a technical leadership role.
- Experience investigating vendor documentation, APIs, and audit logs to identify data sources.
Culture & Benefits
- Competitive compensation with equity and 401(k).
- US employee healthcare coverage including dental and vision.
- Flexible paid time off and paid holidays.
- 12 weeks of new parent or family leave.
- Personal and professional development resources.
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