Responsibilities
- Lead customer discovery and design technical solutions connecting generative model capabilities with real creative production workflows.
- Build customer-facing prototypes and proofs of value using image, video, audio, and multimodal generation models.
- Guide solutions from prototype through production launch, including integration, architecture, media processing, deployment, observability, evaluation, safety, and operational handover.
- Design agentic creative workflows involving model orchestration, tools, state, memory, asset processing, human review, and quality checks.
- Optimize output quality, consistency, latency, throughput, reliability, and cost through prompting, configuration, routing, caching, and inference strategies.
- Define evaluation standards using automated metrics, model-based evaluation, human review, and business or campaign performance signals.
- Translate customer feedback into product, research, and engineering input and develop reusable solution patterns and reference architectures.
- Coordinate with sales, product, research, engineering, creative, and customer teams to manage technical risks and deliver outcomes.
Requirements
- At least 3 years of relevant professional experience in AI/ML engineering, solution architecture, forward-deployed engineering, creative technology, technical consulting, or a related field.
- Production experience with generative image, video, or audio models beyond isolated experiments or basic API demos.
- Hands-on delivery experience in at least one creative industry, such as advertising, e-commerce, film, animation, media and entertainment, gaming, social content, or creator platforms.
- Experience owning production-grade AI projects covering architecture, integration, testing, deployment, monitoring, quality control, and operational reliability.
- Practical knowledge of prompting, reference conditioning, controllable generation, fine-tuning or LoRA, model evaluation, and iterative creative refinement.
- Hands-on experience designing agentic workflows or harnesses with orchestration, tool use, state or memory, model routing, evaluation, human-in-the-loop review, and failure handling.
- Ability to clearly communicate architecture decisions, model trade-offs, and delivery risks to technical and business stakeholders.
- Preferred qualifications include deep creative-domain experience, a creative portfolio, business-impact measurement experience, complex proof-of-concept or customer-pilot leadership, and the ability to create reusable architectures and mentor teams.
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About ByteDance
ByteDance is a global incubator of platforms at the cutting edge of commerce, content, entertainment and enterprise services - over 2.5bn people interact with ByteDance products including TikTok. Creation is the core of ByteDance's purpose. Our products are built to help imaginations thrive. This is doubly true of the teams that make our innovations possible. Together, we inspire creativity and enrich life - a mission we aim towards achieving every day. At ByteDance, we create together and grow together. That's how we drive impact - for ourselves, our company, and the users we serve. We are committed to building a safe, healthy and positive online environment for all our users. We have over 110,000 employees based in more than 30 countries globally. Join us.