Senior Software Engineer, Generative AI, Ads Safety
Full Job Posting
Responsibilities
- Write and test product or system development code.
- Participate in, or lead design reviews with peers and stakeholders to decide amongst available technologies.
- Engineer a sophisticated toolkit for the automated model training lifecycle, deploying AI agents to automate model evaluation and prompt optimization, effectively removing human intervention from the critical path of model development.
- Contribute to existing documentation or educational content and adapt content based on product/program updates and user feedback.
- Design and implement end-to-end (E2E) ML architectures for Ads Safety, including developing robust capabilities for automated model refreshing, high-scale data pipelining/funneling, and proactive signal integration to improve overall detection quality.
- - Write and test product or system development code. - Participate in, or lead design reviews with peers and stakeholders to decide amongst available technologies. - Engineer a sophisticated toolkit for the automated model training lifecycle, deploying AI agents to automate model evaluation and prompt optimization, effectively removing human intervention from the critical path of model development. - Contribute to existing documentation or educational content and adapt content based on product/program updates and user feedback. - Design and implement end-to-end (E2E) ML architectures for Ads Safety, including developing robust capabilities for automated model refreshing, high-scale data pipelining/funneling, and proactive signal integration to improve overall detection quality.
Minimum qualifications:
Bachelor’s degree or equivalent practical experience.
5 years of experience with software development, applied ML, autonomous systems, and large-scale systems design.
3 years of experience with end-to-end machine learning (e.g., model building, model deployment, model evaluation, optimization, data processing, and debugging).
3 years of experience with one or more of the following machine learning specializations: Multi-Modal LLMs, Computer Vision, NLP, Reinforcement Learning.
1 year of experience with GenAI techniques (e.g., Agentic Workflows, RAG, ICL, or RSI).
Preferred qualifications:
- Master's degree or PhD in Computer Science or related technical field.
- 5 years of experience with data structures and algorithms.
- 3 years of experience working in a complex, matrixed organization involving cross-functional, or cross-business projects.
- 1 year of experience in a technical leadership role.
- Experience developing accessible technologies.
Qualifications
- Minimum qualifications: - Bachelor’s degree or equivalent practical experience. - 5 years of experience with software development, applied ML, autonomous systems, and large-scale systems design. - 3 years of experience with end-to-end machine learning (e.g., model building, model deployment, model evaluation, optimization, data processing, and debugging). - 3 years of experience with one or more of the following machine learning specializations: Multi-Modal LLMs, Computer Vision, NLP, Reinforcement Learning. - 1 year of experience with GenAI techniques (e.g., Agentic Workflows, RAG, ICL, or RSI). Preferred qualifications: - Master's degree or PhD in Computer Science or related technical field. - 5 years of experience with data structures and algorithms. - 3 years of experience working in a complex, matrixed organization involving cross-functional, or cross-business projects. - 1 year of experience in a technical leadership role. - Experience developing accessible technologies.
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