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Technologies
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Overview

F5 is an award-winning creative agency based in Shanghai that specializes in brand strategy, digital marketing, and tech-driven advertising solutions. Taking its name from the computer refresh key, the agency focuses on refreshing traditional ideas by integrating modern technology, AI, and storytelling into global brand campaigns. It serves major international and domestic enterprise clients, helping businesses drive innovation and connect with global audiences through creative storytelling.

Technologies

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Tech DNA
Python
Go
Java
LangChain
LlamaIndex
React.js
Snowflake
PostgreSQL
Azure Cosmos DB
AWS
Azure
GCP
LLM
Gemini
Llama
AI/ML
Python
SQL
C++
Scala
AWS
Kubernetes
Azure
CI/CD
GCP
AI Agents
Docker
Git
LLM
Ansible
Platform Engineering
Nginx
Terraform
LLM Guardrails
LangChain
Prompt Engineering
RAG
GitLab
IAM
API Gateway
OpenAI
Snowflake
Incident Management
Vertex AI
Puppet
GitHub
LlamaIndex
Gemini
Function Calling
Jenkins
Chef
Vector
CentOS Stream
VMWare
GitLab CI
CrewAI
Embeddings
Model Context Protocol
Databricks
PostgreSQL
Grafana
AWX
Azure DevOps
GitHub Actions
Service Mesh
Red Hat
OpenStack
LangGraph
Hallucination
Copilot
AutoGen
CUDA
CUDA Toolkit
Llama
llama.cpp
Ollama
TensorRT
TGI
Triton
vLLM
Context Engineering
Structured Outputs
OpenAI Codex
TPU
Configuration Management
GitOps
Prometheus
FinOps
Envoy
Helm
CircleCI
Vercel
Docker Compose
MLFlow
dbt
Anthropic
Agentforce
Red Teaming
Azure Cosmos DB
Datadog
Google GKE
Amazon EKS
Azure AKS
Bicep
SLI/SLO/SLA
OpenShift
CloudFormation
Istio
Progressive Delivery
Splunk
Self-Healing
WebSockets
Backstage
Proxmox VE
HPC
BentoML
Kubeflow
AWS Bedrock
Spark
Claude
PyTorch
TensorFlow
Claude Code
NumPy
Semantic Kernel
Streamlit
Google AI Studio
Google ADK
Hugging Face
Beautiful Soup
Scrapy
PyTorch C++
TensorFlow C++
Delta Lake
Oracle
Fluentd
Linkerd
Docker Swarm
HAProxy
Kong
Shift-Left
Amazon Kinesis
Amazon S3
Amazon CloudWatch
Fine-tuning
NLP
Anomaly Detection
Haystack
Scikit-learn
Multimodal AI
Edge AI
Feature Store
Amazon Aurora
DynamoDB
Google BigQuery
Milvus
Pinecone
Weaviate
Backend
Java
Node JS
Kotlin
PHP
Rest API
Spring Boot
FastAPI
Apache Kafka
gRPC
Celery
Flask
RabbitMQ
GraphQL
Hibernate
Mockito
Drupal
WordPress
Security
Go
JavaScript
Rust
Bash
Ruby
PowerShell
Perl
FedRAMP
Crowdstrike
Least Privilege
NIST CSF
GDPR
ISO 27001
NIST 800-53
SOC 2
Threat Modeling
OWASP Top 10
MITRE ATT&CK
HashiCorp Vault
Qualys Cloud Platform
Vault
Zero Trust
Wireshark
CVE
NIST 800-171
Okta
Tines
CIS Benchmarks
PCI DSS
Burp Suite
Metasploit
Nmap
SQLmap
SonarQube
Shift-Left Security
Frontend
TypeScript
React.js
Next.js
Tailwind CSS
Angular
Vue.js
Bootstrap
Figma
InVision
Storybook
Webpack
Adobe Illustrator
Adobe InDesign
Adobe Photoshop
Other
Apex
Salesforce
Tableau
ServiceNow
Power BI
Marketo
ETL/ELT
Lightning Web Components
Confluence
Jira
Smartsheet
MuleSoft
Swagger
PoC Library
HubSpot
JUnit
Selenium
TestNG
Stack modernity Cutting-edge AI adopter
80/100
How modern this stack is, based on technology relevance, AI adoption and the share of legacy tools.
In-demand technologies
Python 37 jobs Required
$249k +38% vs market
AWS 33 jobs Required
$228k +23% vs market
Kubernetes 29 jobs Required
$266k +49% vs market
Azure 27 jobs Required
$228k +36% vs market
CI/CD 24 jobs Required
$228k +43% vs market
GCP 21 job Required
$242k +28% vs market
AI Agents 20 jobs Required
$250k +13% vs market
Docker 14 jobs Required
$254k +68% vs market
Salary medians are calculated from this company's open jobs and compared with the market.
Industry adoption
Python
18%
JavaScript
17%
SQL
15%
CI/CD
15%
AWS
14%
TypeScript
13%
Share of companies in the same industry that use each technology.
Stack changes
Docker Compose Sep 2026
Feature Store Aug 2026
Red Teaming Aug 2026
Hugging Face Aug 2026
API Gateway Aug 2026
Agentforce Aug 2026
IAM Aug 2026
Amazon CloudWatch Aug 2026
Technologies recently added to or removed from this company's stack - a signal of tech migrations and new initiatives.

Salary insights

Compensation ranges based on this company's open jobs
Median
$250k
Typical range
$125k – $467k
Open positions
34
32 Jobs
Middle 9.4%
Senior 50%
Staff 9.4%
Principal 18.8%
Architect 12.5%
Level Jobs Median Typical range
Middle 3 $173k $153k – $225k
Senior 16 $244k $169k – $340k
Staff 3 $193k $125k – $293k
Principal 6 $292k $251k – $338k
Architect 4 $374k $278k – $467k
Highest paying role VP of Product Experience $467k
Normalized to USD per year

Growth

Hiring Momentum
77/100
Scaling fast
Open positions
73
12 opened / 18 closed in 30 days
Median time-to-fill
14 days
faster than 59% of the market
ATS activity
Every ~13 hours
Today
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.
Backend
24%
Product
20%
Security
12%
DevOps
10%
AI/ML
8%
Analytics
8%
Actively hiring for Backend (+14 in 30 days)
Activity Timeline
Added Multimodal AI to stack Aug 2026
Added InVision to stack Aug 2026
Added Streamlit to stack Aug 2026
Added Vercel to stack Aug 2026
Added Tailwind CSS to stack Aug 2026
Added Proxmox VE to stack Aug 2026
Added PCI DSS to stack Aug 2026
Added Flask to stack Aug 2026
Added CIS Benchmarks to stack Aug 2026
Added Bootstrap to stack Aug 2026
Added Backstage to stack Aug 2026
Added Tines to stack Aug 2026

Jobs

Software Development Engineer II

Verified live · 2 hours ago 1 day ago
$25k – $70k per year (Estimated) • Remote/Hybrid • Full-Time • 3+ years exp • Bachelor's Degree • Bengaluru
Python
LLM
LLM Guardrails
Red Teaming
DevOps
AWS
Azure
CI/CD
Docker
GCP
GitHub
Kubernetes
Nginx
Apply

Software Development Engineer II

Verified live · 2 hours ago 1 day ago
$115k – $173k per year • Equity • Remote/Hybrid • Full-Time • 3+ years exp • Bachelor's Degree • Spokane • Seattle • San Jose
Bash
C++
Java
Python
CI/CD
Docker
Docker Compose
Git
GitLab
Apply

Sr. Software Development Engineer

Verified live · 2 hours ago 1 day ago
$180k – $269k per year • Equity • Remote/Hybrid • Full-Time • 7+ years exp • Bachelor's Degree • San Jose • Spokane
Bash
C++
Go
Python
AI Agents
DevOps
CI/CD
Docker
Docker Compose
Git
GitLab
Apply

Principal Technical Product Manager

Verified live · 2 hours ago 1 day ago
$195k – $293k per year • Equity • Remote/Hybrid • Full-Time • 12+ years exp • Bachelor's Degree • Seattle • San Jose
Apply

VP of Product Experience

Verified live · 2 hours ago 5 days ago
$311k – $467k per year • Equity • Remote/Hybrid • Full-Time • 12+ years exp • PhD • San Jose • Seattle
Figma
InVision
Apply

Principal Product Manager, Cloud App Delivery

Verified live · 2 hours ago 5 days ago
$213k – $320k per year • Equity • Remote/Hybrid • Full-Time • 10+ years exp • Bachelor's Degree • San Jose • Seattle
Kubernetes
API Gateway
Apply

AI Inference Engineer

Verified live · 2 hours ago 5 days ago
$177k – $265k per year • Equity • In office • Full-Time • PhD • San Jose • Seattle
C++
Go
Python
Rust
CUDA
CUDA Toolkit
Llama
llama.cpp
Ollama
TensorRT
TGI
Triton
vLLM
TPU
DevOps
AWS
Azure
Docker
GCP
Kubernetes
Apply

Senior Data Engineer

Verified live · 2 hours ago 5 days ago
$49k – $127k per year (Estimated) • Remote/Hybrid • Full-Time • 8+ years exp • Bachelor's Degree • Guadalajara
Python
SQL
Databricks
Delta Lake
Snowflake
AI/ML
dbt
LLM
Spark
MLFlow
Streamlit
DevOps
Azure
Azure DevOps
CI/CD
GitHub Actions
Platform Engineering
GitHub
GitLab
Analytics
ETL/ELT
Apply

Martech Integrations Engineer (SWE III)

Verified live · 2 hours ago 6 days ago
$35k – $118k per year (Estimated) • Remote/Hybrid • Full-Time • 5+ years exp • Bachelor's Degree • Guadalajara
SQL
Rest API
Marketing
Marketo
Salesforce
Apply

Software Development Engineer (SDE III)

Verified live · 2 hours ago 6 days ago
$35k – $121k per year (Estimated) • Remote/Hybrid • Full-Time • 5+ years exp • Bachelor's Degree • Guadalajara
JavaScript
TypeScript
AI Agents
Prompt Engineering
RAG
Vertex AI
Frontend
Next.js
React.js
Tailwind CSS
DevOps
CI/CD
GitLab CI
Vercel
GitLab
Marketing
Marketo
Apply

Sr Software Development Engineer

Verified live · 2 hours ago 6 days ago
$49k – $139k per year (Estimated) • Remote/Hybrid • Full-Time • 7+ years exp • Bachelor's Degree • Guadalajara
JavaScript
TypeScript
AI Agents
Prompt Engineering
RAG
Vertex AI
Frontend
Next.js
React.js
Tailwind CSS
DevOps
CI/CD
GitLab CI
Platform Engineering
Vercel
GitLab
Marketing
Marketo
Apply

Senior SRE, Infrastructure & Platform

Verified live · 2 hours ago 7 days ago
$88k – $222k per year (Estimated) • Remote/Hybrid • Full-Time • 5+ years exp • PhD • Singapore
Go
Python
JavaScript
FastAPI
Flask
Frontend
Bootstrap
DevOps
Ansible
AWS
Azure
Backstage
CentOS Stream
CI/CD
GitLab CI
GitOps
Helm
Kubernetes
Platform Engineering
Proxmox VE
VMWare
GitLab
Cybersecurity
CIS Benchmarks
HashiCorp Vault
PCI DSS
Cryptography
Vault
Apply
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