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Описание вакансии
Текст:
TL;DR
Staff Machine Learning Engineer (AI) (Ads Creative Effectiveness): Building generative AI and predictive products for ad creative, including image, video, and copy generation with an accent on brand-asset preservation, editing pipelines, and performance-guided generation. Focus on fine-tuning LLMs and VLMs with ad metrics, developing safety and copyright guardrails, and integrating creative capabilities into ad delivery systems.
Location: Remote - United States
Base salary: $230,000–$322,000 USD per year, plus potential equity and commission depending on the position.
Company
Reddit operates a large community platform where users share, discuss, and vote on content across more than 100,000 communities.
What you will do
- Architect and implement generative AI pipelines for high-impact advertising creative.
- Build image and video editing capabilities including smart cropping, inpainting, outpainting, resizing, and style transfer.
- Fine-tune large language and vision-language models using ad performance feedback such as CTR and CVR.
- Develop brand-safety, copyright, compliance, and human-escalation systems for generated content.
- Collaborate with Product, Sales, Policy, UX, and Ads ML teams to integrate capabilities into Ad Manager and ad delivery.
Requirements
- Hands-on experience with tree models, neural networks, ranking, and LLM/VLM fine-tuning.
- Experience with RLHF or RLPF for advertising and generative systems.
- Strong quantitative and experimentation skills, including uplift metrics, variance, minimum detectable effects, and experiment design.
- Understanding of ad auctions, marketplaces, advertiser needs, and revenue or retention drivers.
- Experience building ad creative tools such as headline or image generators, pre-test models, or advertiser editing flows.
- Ability to explain complex machine learning trade-offs to technical and non-technical stakeholders.
Nice to have
- Experience with brand-safety, privacy, or copyright frameworks for generative AI products.
Culture & Benefits
- Healthcare benefits and income replacement programs.
- 401(k) with employer match and global benefit programs.
- Flexible vacation, paid volunteer time, and generous parental leave.
- Family planning, gender-affirming care, mental health, and coaching benefits.
- Support for workspace, professional development, and caregiving needs.
Hiring process
- Some interviews may be recorded, transcribed, and summarized by AI; candidates can opt out before scheduled interviews.
- Interview recordings are deleted after a hiring decision.
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