Overview
News
Technologies
Salaries
Products
People
Growth
Jobs
Financials
Overview
Black Forest Labs is building visual intelligence: models that understand, reason, and act in the world. Use FLUX models via our API.
News
FLUX 3: Multimodal Video, Image & Audio
Meet FLUX 3, Black Forest Labs' multimodal model for video with native audio, image generation, and action prediction. Explore capabilities and early results.
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Report
FLUX 3 x mimic: The Next Generation of Video-Action Models
FLUX 3 is running robots. Built with mimic and deployed at Audi, FLUX-mimic shows content creation and physical AI share one foundation: a model that understands the world.
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Report
FLUX 3: One Multimodal Model Black Forest Labs
One multimodal model for Image, Video, Audio and Action-Prediction. Creations are truer to life in every kind of style.
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Report
FLUX VTO: Virtual Try-On at scale
FLUX Virtual Try-On allows users to seem themselves in outfits before they buy with high accuracy and garment consistency. Gives you sub-4 second generations across thousands of products at low cost and low latency.
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Report
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Technologies
Tech DNA
Python
JavaScript
TypeScript
PyTorch
React.js
CUDA
PostgreSQL
Redis
AWS
GCP
Azure
Stable Diffusion
LLM
LoRA
Frontend
JavaScript
TypeScript
React.js
Figma
Next.js
AI/ML
Python
Stable Diffusion
Fine-tuning
PyTorch
LLM
Multimodal AI
FSDP
Diffusion Models
Knowledge Distillation
Tokenization
CUDA
CUDA Toolkit
Quantization
Triton
SFT
AWS
GCP
Kubernetes
Reinforcement Learning
LoRA
VLM
PEFT
Gradio
Streamlit
TensorRT
RLHF
NCCL
DPO
Post-training
Prometheus
SLURM
Azure
CI/CD
Docker
PostgreSQL
Redis
Other
FastAPI
LeRobot
Reinforcement Learning
A/B Testing
Stack modernity
83/100
How modern this stack is, based on technology relevance, AI adoption and the share of legacy tools.
In-demand technologies
Stable Diffusion
9 jobs
Required
$300k
+43% vs market
Fine-tuning
4 jobs
Required
$394k
+75% vs market
PyTorch
4 jobs
Required
$394k
+75% vs market
Multimodal AI
3 jobs
Required
$394k
+39% vs market
LLM
3 jobs
Required
$394k
+97% vs market
FSDP
3 jobs
Required
$394k
+31% vs market
Python
3 jobs
Required
$300k
+67% vs market
Tokenization
2 jobs
Required
$394k
+85% vs market
Salary medians are calculated from this company's open jobs and compared with the market.
Stack changes
A/B Testing
Aug 2026
Post-training
Aug 2026
DPO
Aug 2026
NCCL
Aug 2026
FSDP
Aug 2026
SFT
Aug 2026
RLHF
Aug 2026
Triton
Aug 2026
Technologies recently added to or removed from this company's stack - a signal of tech migrations and new initiatives.
Jobgether
NVIDIA
Adobe
Bosch
Weekday
AstraZeneca
Salary insights
Compensation ranges based on this company's open jobs
Median
$300k
Typical range
$209k – $394k
Open positions
9
7
Jobs
Staff
100%
| Level | Jobs | Median | Typical range |
|---|---|---|---|
| Staff | 7 | $394k | $267k – $394k |
Highest paying role
Member of Technical Staff - VLM
$394k
Normalized to USD per year
Growth
Hiring Momentum
63/100
Growing
Open positions
9
0 opened / 0 closed in 30 days
ATS activity
Every ~14 hours
08/31/2026
Hiring Dynamics
+100%
Hiring Focus
The percentage next to each role is its share of the company's job openings over the last 90 days; the arrow shows the shift versus the previous period.
AI/ML
33% ▼
Robotics
33% ▼
Product
33% ▲
Activity Timeline
New location: San Francisco
Aug 2026
Added A/B Testing to stack
Aug 2026
Added Post-training to stack
Aug 2026
Added DPO to stack
Aug 2026
Added NCCL to stack
Aug 2026
Added FSDP to stack
Aug 2026
Added SFT to stack
Aug 2026
Added RLHF to stack
Aug 2026
Added Triton to stack
Aug 2026
Added PyTorch to stack
Aug 2026
Added TensorRT to stack
Aug 2026
Added Streamlit to stack
Aug 2026
Jobs
$162k – $220k per year • In office • Full-Time • Freiburg im Breisgau
TypeScript
JavaScript
Stable Diffusion
Frontend
Next.js
React.js
Analytics
A/B Testing
Design
Figma
Apply
$151k – $278k per year • In office • Full-Time • San Francisco • Freiburg im Breisgau
CUDA
CUDA Toolkit
LLM
Multimodal AI
PyTorch
Quantization
Stable Diffusion
Triton
FSDP
NCCL
Apply
$139k – $209k per year • In office • Full-Time • Freiburg im Breisgau
Diffusion Models
Fine-tuning
Knowledge Distillation
Reinforcement Learning
Stable Diffusion
Robotics
LeRobot
Reinforcement Learning
Apply
$151k – $394k per year • In office • Full-Time • Freiburg im Breisgau
Fine-tuning
LLM
LoRA
Multimodal AI
Stable Diffusion
Tokenization
VLM
PEFT
SFT
Apply
$151k – $394k per year • In office • Full-Time • Freiburg im Breisgau
Fine-tuning
Knowledge Distillation
PyTorch
RLHF
Stable Diffusion
DPO
Post-training
SFT
Apply
$151k – $394k per year • In office • Full-Time • Freiburg im Breisgau
Python
LLM
Multimodal AI
PyTorch
Stable Diffusion
Tokenization
FSDP
Apply
Member of Technical Staff - Research Infrastructure Engineer
Verified live · 1 day ago 12 months ago$116k – $267k per year • In office • Full-Time • Freiburg im Breisgau
Python
Stable Diffusion
DevOps
AWS
GCP
Kubernetes
Prometheus
SLURM
Apply
Member of Technical Staff - Model Serving / API Backend Engineer
Verified live · 1 day ago 2 years ago$180k – $300k per year • In office • Full-Time • San Francisco
Python
JavaScript
FastAPI
Databases
PostgreSQL
Redis
AI/ML
CUDA
CUDA Toolkit
Gradio
Quantization
Stable Diffusion
Streamlit
TensorRT
Frontend
React.js
DevOps
AWS
Azure
CI/CD
Docker
GCP
Kubernetes
Apply
$151k – $394k per year • In office • Full-Time • Freiburg im Breisgau
Diffusion Models
Fine-tuning
PyTorch
Stable Diffusion
Triton
FSDP
Apply