Machine Learning Analyst, Google Cloud Protection Analytics
Job Summary
Job Description
The Machine Learning Analyst at Google Cloud Protection Analytics will analyze and solve problems using data and statistical methods, identify and prevent fraud and abuse, and improve tools and automated systems. Responsibilities include data analysis to drive decision-making (monitoring model roll-outs, investigating impacts of model changes, and root-cause analysis of metric changes), evaluating new features and data sources for modeling, and presenting findings to stakeholders. The role requires building enterprise-ready solutions to prevent abuse and ensure trusted experiences for Google Cloud users. This involves leveraging machine learning and problem-solving skills across various products.
Must have:
- Bachelor's degree or equivalent experience
- 2+ years data analysis experience
- 2+ years project management experience
- Proficient in SQL, R, Python, or C++
- Excellent problem-solving skills
Good to have:
- Master's degree in quantitative discipline
- 2+ years machine learning experience
Perks:
- Bonus
- Equity
- Benefits
6 skills required
Job Details
Minimum qualifications:
- Bachelor's degree or equivalent practical experience.
- 2 years of experience in data analysis, including identifying trends, generating summary statistics, and drawing insights from quantitative and qualitative data.
- 2 years of experience managing projects and defining project scope, goals, and deliverables.
Preferred qualifications:
- Master's degree in a quantitative discipline.
- 4 years of experience with one or more of the following languages (e.g,. SQL, R, Python or C++).
- 2 years of experience with machine learning systems.
- Excellent problem-solving skills with attention to detail in a fluid environment.
- Excellent written and verbal communication skills.
About the job
Google Cloud Platform (GCP), Google Protection Analytics (GPA) is Google Cloud’s team of abuse fighting and user trust experts working daily to make the internet a safer place. We partner with teams across Google Cloud to deliver solutions to stop abuse and provide safe and trusted experiences for our users.
As a member of the GCP Protection Analytics team, you will help deliver trusted experiences for Google Cloud users by building products that prevent abuse while ensuring Google Cloud customers are able to seamlessly grow on Cloud. You will leverage our user trust expertise, machine learning and problem-solving skills, and a cross-product perspective to build and deliver enterprise-ready, industry-leading solutions.
The US base salary range for this full-time position is $117,000-$172,000 + bonus + equity + benefits. Our salary ranges are determined by role, level, and location. The range displayed on each job posting reflects the minimum and maximum target salaries for the position across all US locations. Within the range, individual pay is determined by work location and additional factors, including job-related skills, experience, and relevant education or training. Your recruiter can share more about the specific salary range for your preferred location during the hiring process.Please note that the compensation details listed in US role postings reflect the base salary only, and do not include bonus, equity, or benefits. Learn more about .
Responsibilities
- Analyze and solve problems using data and statistical methods.
- Identify and prevent fraud and abuse.
- Improve tools and automated systems through data analysis, technical expertise, and present to stakeholders.
- Perform data analysis to drive decision-making, such as monitoring the roll-out of new models, investigate the impact of machine learning model changes, and the root cause of unanticipated changes in key metrics.
- Evaluate new features and data sources to use in modeling, both to improve existing model performance and to adapt new potential model use cases.
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