Roles
The 13 role archetypes shaping Generative Media hiring — the title variations they show up under, and what postings actually ask for
01 / 13
Creative Technologist
Sits between art and engineering — builds prototypes, tools, and production workflows with generative AI. "Forward deployed" variants embed directly with clients or product teams to ship bespoke creative solutions.
Experience & pay
- The most posted GenMedia role — Adobe, Luma, ComfyUI, ElevenLabs, Google, and agencies all hire it
- Mostly Senior to Principal, with Manager tracks emerging at Adobe
- Typical bands $140K–$250K+; customer-facing variants add variable comp
What postings ask for
- Hands-on mastery of genAI tools (Firefly, ComfyUI, Runway, Midjourney, Veo)
- Scripting/prototyping chops — Python or JS — plus demo and workshop skills
- A portfolio proving you can turn a brief into a working AI workflow
02 / 13
AI Artist / Generative Artist
Produces finished visual and video content using generative image/video models, pairing deep prompt-engineering with post-production craft to hit a brand’s aesthetic at speed.
Experience & pay
- Hired from Associate (Wayfair, FAM Brands) up to Senior (Adobe, Sphere, OpusClip)
- Portfolio-first: shipped AI-made work matters more than years
- Found at studios, brands, and AI product companies alike
What postings ask for
- Prompt craft across image/video models plus classic post-production (Adobe suite)
- Consistent style control — hitting a brand aesthetic repeatedly, at volume
- Comfort iterating fast with creative directors and marketing teams
03 / 13
Generative Research Scientist
Invents and trains the underlying generative models — diffusion, flow-matching, 3D, and multimodal systems — and turns frontier research into shippable capabilities. Now hired by legendary studios (Pixar) as much as by AI labs.
Experience & pay
- PhD plus publication record (SIGGRAPH, CVPR, NeurIPS) is the standard credential
- Mid (Pixar, 2+ yrs post-grad) through Principal (Netflix Researcher 5)
- Bands roughly $160K–$210K at studios, $200K–$400K+ at major labs
What postings ask for
- Deep PyTorch and diffusion/transformer expertise; 3D and multimodal a plus
- Sustained original research with top-venue publications
- Ability to partner with artists and TDs under production deadlines
04 / 13
AI / ML Engineer
Builds and ships the systems around the models — image/video generation pipelines, agentic apps, RAG systems, and AI characters with guardrails — and productionizes them at scale across cloud and on-device targets.
Experience & pay
- The biggest engineering pool: Google, Unity, URBN, Hasbro, Epic, Netflix, Sony
- Entry at 3–4 yrs (Hasbro, Google FDE) up through Staff/Principal (Unity, Epic)
- Bands $110K–$330K; Unity’s staff ML role tops out at $327K
What postings ask for
- Strong Python/PyTorch plus LLM, RAG, and agentic frameworks (LangGraph, CrewAI, MCP)
- Production discipline: eval pipelines, observability, cost/latency budgets
- Cloud, containers, and distributed systems; game-engine or VFX pipeline experience a plus
05 / 13
AI VFX / Animation R&DNEW
Brings generative models into film, animation, and game production — diffusion-driven VFX pipelines, AI/ML animation algorithms, and neural rendering — while meeting supervisor-grade fidelity and studio standards (USD, ACES, Unreal, Maya).
Experience & pay
- Staff-level with shipped film/episodic/AAA credits (Adobe) or a PhD + publications (Sony)
- 5–10+ years in VFX engineering, pipeline TD, or CG research
- Bands roughly $170K–$310K at Adobe, Sony, and Unity
What postings ask for
- Production VFX fluency: Nuke, Houdini, Maya, Unreal (MetaHuman), virtual production
- Diffusion fine-tuning know-how — LoRA, ControlNet, temporal coherence
- Studio interchange standards: USD, OpenEXR, ACES, OpenColorIO
06 / 13
Generative AI Solutions Architect
Customer- and partner-facing technical lead who designs reference architectures and proofs-of-concept, then drives adoption of generative AI across teams and ecosystems.
Experience & pay
- Senior/Principal at NVIDIA, Sony Interactive, and Google’s FDE org
- Blends deep technical credibility with pre-sales and partner work
- Typical bands $140K–$250K+, often with variable comp
What postings ask for
- Reference architectures and rapid POCs with LLMs, agents, and generative pipelines
- Strong presentation skills — demos for executives and engineers alike
- Enterprise integration reality: data readiness, security, compliance, latency
07 / 13
AI EnablementNEW
Operationalizes AI inside the organization — curating tools, training teams, building playbooks, and embedding AI into everyday workflows. Success is measured by how colleagues actually work, not by what ships to customers.
Experience & pay
- Lead-level operators at creator empires (MrBeast), game studios (EA), and Adobe’s marketing org
- Backgrounds mix engineering, consulting, and program management
- A fast-growing archetype as companies formalize internal AI adoption
What postings ask for
- Fluency across the AI tool landscape (Claude Code, Cursor, agent frameworks)
- Coaching ability with measurable impact on how others work
- Playbook building: training programs, tool curation, workflow redesign
08 / 13
AI Product Manager
Owns AI product strategy — customer discovery, rapid experimentation, and roadmap — translating messy enterprise needs into shipped features, from consumer effects to enterprise game-dev portfolios.
Experience & pay
- 8+ years is the norm (NVIDIA, Adobe); Google hires PM II for YouTube Shorts AI
- Domain depth expected — game development, creative tools, or consumer video
- Bands roughly $150K–$328K, topped by NVIDIA’s enterprise game-dev PM
What postings ask for
- GenAI fluency plus classic PM craft: strategy, roadmap, cross-functional leadership
- Hands-on domain credibility (e.g. game engines for NVIDIA, martech for Adobe)
- Go-to-market ownership: positioning, enablement, and partner coordination
09 / 13
Creative / Art Director
Owns the creative vision and brand craft across campaigns and content, increasingly directing AI-native production end to end — now including AI labs hiring art directors to shape how their models show up in the world.
Experience & pay
- 8–12+ years with agency and client-side campaign portfolios
- Hired by AI labs (Anthropic), genAI products (Runway, OpenArt), agencies (Monks), and banks (JPMC)
- Anthropic’s Art Director for Claude tops the creative range at $305K–$385K
What postings ask for
- Campaign concepting through production — including directing shoots
- Active, hands-on use of AI tools inside the creative process
- Visual systems that keep AI-era brands consistent across every touchpoint
10 / 13
AI Production / Pipeline Lead
Builds and scales content-production pipelines (ComfyUI, LoRA, video models), keeping output consistent, high-quality, and efficient across a whole portfolio.
Experience & pay
- Manager/Lead/Director level at Netflix, Paramount, Mindalter, and Lightricks
- Comes up from VFX pipeline, post-production supervision, or ML engineering
- Studios and genAI-native shops hire it equally
What postings ask for
- Deep pipeline tooling: ComfyUI, LoRA training, video model orchestration
- Quality systems — style consistency, review loops, and throughput metrics
- Team leadership across artists, engineers, and vendors
11 / 13
AI Growth & Performance MarketerNEW
Owns the performance creative engine for AI products — strategy, briefs, testing roadmaps, and measurement across paid, lifecycle, and creator channels, increasingly powered by automated asset generation.
Experience & pay
- Senior roles at OpenAI, Google (Gemini), Ring, and Google DeepMind
- 8+ years in performance marketing or product-led growth for the top bands
- OpenAI’s creative-system role pays $239K–$265K
What postings ask for
- Performance creative depth across Meta, TikTok, YouTube, and Search
- Experimentation rigor: clean test design, incrementality, measurement
- Creator/UGC scaling and AI-powered dynamic content workflows
12 / 13
Social & Content Creator
Creates platform-native short-form content at high volume with AI video tools (Runway, Veo, HeyGen, Higgsfield), owning ideation through edit, publishing, and performance iteration.
Experience & pay
- Widest seniority spread — Junior creators (ImagineArt, ALICE + OLIVIA) to Senior producers
- Remote-friendliest archetype; NOORI’s AI Video Producer pays $175K–$200K fully remote
- Portfolio and posting cadence beat résumés
What postings ask for
- Daily fluency in AI video tools: Runway, Veo, HeyGen, Higgsfield, Seedance, Midjourney
- Short-form editing instincts and platform-native storytelling (TikTok/IG/Shorts)
- Independence — concept to published post with minimal direction
13 / 13
Studio / Design Engineer
Embeds generative and computational tools into design studios — automating CAD/3D and feasibility workflows while preserving design intent.
Experience & pay
- Senior roles inside brand design orgs — Ford, Nike, and apparel groups
- Comes from industrial/computational design or design-tools engineering
- A sign of genAI reaching mainstream product design, not just media
What postings ask for
- Generative workflows wired into design stacks (CAD, 3D, Adobe, Figma)
- Python automation and comfort with model APIs
- Respect for design intent — augmenting studio craft, not replacing it