Develop scalable safety solutions for AI products across Google by leveraging advanced machine learning and AI techniques. Apply statistical and data science methods to thoroughly examine Google's protection measures, uncover potential shortcomings, and develop actionable insights for continuous security enhancement.
Requirements
- Experience in abuse and fraud disciplines focused on web security, harmful content moderation and threat analysis.
- Experience in programming languages (e.g., Python, R, Julia), database languages (e.g., SQL) and scripting languages (e.g., C/C++, Python, Java).
- Experience with prompt engineering and fine-tuning LLMs.
- Proficient in applying machine learning techniques to large datasets.
- 5 years of experience in data analysis, including identifying trends, generating summary statistics, and drawing insights from quantitative and qualitative data.
- 5 years of experience managing projects and defining project scope, goals, and deliverables.
- 5 years of experience in a data analysis or data science setting, or 3 years of experience with a PhD degree.
Responsibilities
- Develop scalable safety solutions for AI products across Google by leveraging advanced machine learning and AI techniques.
- Apply statistical and data science methods to thoroughly examine Google's protection measures, uncover potential shortcomings, and develop actionable insights for continuous security enhancement.
- Partner with various stakeholders to define key objectives, formulate relevant questions, and establish methodologies for extracting critical insights from data to address issues.
- Drive business outcomes by crafting compelling data stories for a variety of stakeholders, including executive leadership.
- apply the latest advancements in AI/LLM, work with teams developing AI technologies, as well as protect the world from real-world harms.
- identifying and mitigating risks associated with generative AI.
- develop and implement AI/Large Language Model (LLM) powered solutions to ensure the safety of generative AI across Google's products.
Other
- Bachelor's degree or equivalent practical experience.
- This role works with sensitive content or situations and may be exposed to graphic, controversial, or upsetting topics or content.
- 5 years of experience managing projects and defining project scope, goals, and deliverables.
- Master’s degree or PhD in a quantitative discipline (e.g., Computer Science, Statistics, Mathematics, Operations Research etc.).
