Generative Media Engineer

At neural frames, we're building a first-of-its-kind interface that helps musicians and AI artists create AI music videos. We're a very fast-growing, profitable AI startup based in Berlin, and we live at the frontier of generative video, music, and visual storytelling.

We're looking for a
Generative Media Engineer
who loves AI image & AI video models and wants to push the limits of what's possible in AI music video generation. You'll work directly with the founder and core team to design, fine-tune, and productionize the next generation of AI video models and workflows.

If you're excited about ComfyUI graphs, diffusion models, video pipelines, and agentic workflows - and you want your work to shape how thousands of artists create visuals for years to come - this role is for you.

Tasks

• Manipulate and fine-tune AI video models
  (and image models where needed) to power our music video and video generation features.

• Curate, build, and maintain datasets
  for training and fine-tuning: collecting, cleaning, tagging and evaluating data quality with a strong eye for visual and stylistic consistency.

• Prototype and productionize agentic workflows
  for generating full AI music videos end-to-end (storyboarding, shot planning, style control, lip sync, motion consistency, etc.).

• Build and optimize ComfyUI (or similar) pipelines
  for internal experimentation and, where useful, user-facing tools.

• Stay on top of the
  open-source generative media ecosystem
  (ComfyUI nodes, new diffusion/video models, control techniques, schedulers, etc.) and bring the best ideas into our product.

• Collaborate closely with our engineers to
  ship models into production
  : packaging, inference optimization, GPU performance, monitoring, and safety guardrails.

• Define and improve
  evaluation metrics & tooling
  (quantitative and qualitative) for visual quality, temporal coherence, and user-perceived "wow".

• Work with the founder and product team to
  explore new creative capabilities
  (e.g. style transfer, camera motion, character consistency, audioreactive visuals) and turn them into features that artists actually use.

Requirements

• Strong Python skills
  and experience working with deep learning frameworks (ideally PyTorch).

• Hands-on experience with AI image and/or video generation
  : diffusion models, video diffusion, control networks, or similar architectures.

• Practical experience with
  ComfyUI
  or comparable node/graph-based generative tooling (e.g. custom nodes, complex graphs, automation).

• Experience in at least one of the following:

• Fine-tuning or training diffusion or video models

• Building custom inference pipelines for generative image/video

• Designing automated/agentic workflows around generative models

• Comfort working with
  GPU-based workloads
  (e.g. VRAM constraints, batching, mixed precision, model pruning/quantization, etc.).

• You're excited about the
  creative side
  of the work: music videos, visual storytelling, motion, style, and aesthetics matter to you.

• You enjoy a
  fast-paced startup environment
  : you iterate quickly, own projects end-to-end, and are okay with some chaos as long as we're moving forward.

• Location:
  You are based in Berlin or willing to relocate.

Benefits

• Shape the frontier of AI music videos:
  Your models and workflows will directly define what thousands of artists can create with neural frames.

• High impact, low bureaucracy:
  Small, focused team. You ship things that matter, quickly.

• Work with people who care about art & tech:
  We're an arts-driven, creator-obsessed team that genuinely cares about the visuals, not just the metrics.

• Profitable, fast-growing AI startup:
  Rare combination of real revenue, real users, and room to experiment.

• Autonomy & ownership:
  Drive your own roadmap inside a clear product context. If you have a strong idea, we'll probably try it.

• Hybrid work in Berlin:
  Enjoy a mix of in-person collaboration in our Berlin office and flexible time working remotely.

If you're a Generative Media Engineer who lives and breathes AI image/video models and wants to define the future of AI music video creation, we'd love to hear from you.

Apply with:

• A short intro

• Links to your GitHub, portfolio, ComfyUI workflows, or demo reel

• A few sentences about why this space (music + AI + video) excites you

Let's build the future of generative music videos together.