Software Engineer II, AI/ML, Account Threats
Description For Software Engineer II, AI/ML, Account Threats
Google is seeking a Software Engineer II to join their AI/ML Account Threats team in Zürich. This role is part of the Core team, which builds the technical foundation behind Google's flagship products. The position focuses on developing and maintaining machine learning systems for account threat detection and security.
The ideal candidate will have experience in software development, machine learning, and data structures. They will work on designing and implementing ML pipelines for threat detection models, focusing on transformer-based account activity models. The role involves both technical expertise in ML and collaboration with Trust and Safety teams.
This is an excellent opportunity for someone interested in applying ML to real-world security challenges at massive scale. You'll be working with state-of-the-art technology and frameworks like TensorFlow, while contributing to protecting Google's users worldwide. The role offers the chance to work on critical security infrastructure that impacts billions of users.
As part of Google's Core team, you'll have the unique opportunity to influence technical decisions across the company and work on central solutions that break down technical barriers. The position combines the excitement of ML research with the practical impact of production systems, making it ideal for engineers who want to make a difference in online security.
The role offers growth opportunities within Google's fast-paced environment, where you can switch teams and projects as you develop. You'll be working with a diverse team of experts in machine learning, security, and distributed systems, while having access to Google's vast technical resources and infrastructure.
This position is perfect for someone who wants to combine their software engineering skills with machine learning expertise to solve complex security challenges. You'll be at the forefront of developing AI-powered security solutions while working for one of the world's leading technology companies.
Responsibilities For Software Engineer II, AI/ML, Account Threats
- Design, build, optimize, and operate the Machine Learning (ML) ecosystem that powers transformer-based account activity models
- Implement ML pipelines for seamless experimentation, feature engineering, model training, validation, and deployment
- Design and implement model metrics and benchmarks aiding in explainability of model behavior
- Analyze models drift and identify opportunities for refinement, ensuring sustained models accuracy and effectiveness
- Collaborate closely with our partners, including Trust and Safety to ensure a seamless adoption in our daily threats fighting operations
Requirements For Software Engineer II, AI/ML, Account Threats
- Bachelor's degree or equivalent practical experience
- 1 year of experience with software development in one or more programming languages (e.g., Python, C, C++, Java, JavaScript)
- 1 year of experience with data structures or algorithms
- Master's degree in Computer Science, Machine Learning, a related field, or equivalent practical experience (preferred)
- 2 years of experience developing and deploying machine learning models, especially deep learning or natural language processing techniques (preferred)
- 2 years of experience with large-scale distributed systems in the context of machine learning infrastructure or applications (preferred)
- Experience in adversarial space, fraud detection, or other anti-abuse domains (preferred)
- Familiarity with TensorFlow or similar frameworks (preferred)
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