Senior Applied GenAI Video Engineer
At a glance
Senior AI Engineering role at Atria. Remote, China · full-time.
Pay not stated AI Engineering salary
aimlroles summary, based on the employer's posting.
What you'll do
- Build the video pipeline from prompt and media coordination through shot assembly, rendering, post-processing, and delivery
- Turn creative goals into measurable results, including video quality, CTR proxies, response time, and cost
- Connect external video-generation services and handle version changes, fallbacks, usage limits, and reliability
- Set up ways to assess video quality and whether ads are ready to use
- Improve speed, volume, and cost through techniques such as caching, batching, retries, and parallel processing
What you bring
- You have built video-generation systems that run in production
- You bring strong Python skills, sound software design, testing, review, and performance tuning
- You understand LLMs and multimodal prompting, including structured outputs and safeguards
- You have DevOps experience and can work with at least one major cloud platform
- You communicate clearly in English for technical writing and collaboration
Who this fits
This is a hands-on senior engineering role for someone who wants to ship and operate video-generation systems, not just prototypes. The position is remote in China with a flexible schedule.
From the employer
About Us
Atria is an AI-powered ad creative workflow platform designed to help marketing teams generate more revenue by producing winning ads more efficiently. Trusted by top brands like Ryze Superfoods, Solawave, and Loop Earplugs, as well as forward-thinking agencies such as Power Digital, Inspire Digital, and Disruptive Digital, Atria focuses on enhancing performance across Meta and TikTok channels.
About the role
You'll own the end-to-end video generation pipeline that powers ad creative production — from vendor selection and prompt/media orchestration to scalable serving, quality evaluation, and reliability in production. This is a hands-on engineering role focused on shipping systems that move business metrics, not just prototypes.
What you'll do
• Build and own video generation pipelines: prompt orchestration, asset conditioning, shot assembly, rendering, post-processing, and delivery.
• Translate product goals (better-performing ad creatives, faster iteration) into measurable GenAI outcomes (quality, CTR lift proxies, latency, cost).
• Integrate external video GenAI vendors/APIs and manage versioning, fallbacks, quotas, and reliability.
• Create evaluation frameworks for video quality and ad readiness.
• Optimize for latency, throughput, and cost (caching, batching, retries, parallelism, content aware routing).
• Partner with product/design/engineering to ship improvements quickly and safely.
What we're looking for
• Experience building production video GenAI systems
• Strong engineering skills: Python, solid software design, testing, code reviews, performance tuning.
• Practical understanding of LLMs and multimodal prompting: prompt design, tool/function calling patterns, structured outputs, guardrails.
• Familiarity with DevOps: CI/CD, containers, experiment tracking, monitoring/alerting, cloud deployment.
• Comfort with at least one major cloud: AWS/GCP/Azure.
• Able to communicate clearly in English (technical documentation and collaboration).
Nice to have (Plus)
• Video/media stack experience: FFmpeg, encoding/transcoding, timeline composition, asset management, CDN delivery.
• Ads/marketing domain knowledge: creative testing workflows, performance measurement, attribution basics.
What We Offer
• Fully remote environment with flexible schedule.
• Opportunity to work with cutting-edge GenAI video technology in a fast-growing company.
• Collaborative, inclusive culture with a small team and high ownership.
• Competitive compensation and benefits package.
• Strong opportunities for professional growth and development.
If you're excited about building scalable, reliable video GenAI systems that directly impact business outcomes, we'd love to hear from you.
Kind reminder: No duplicate applications for the same role please. Thanks.