REF
ref.com
Actively hiring
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Overview
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Technologies
Salaries
Products
People
Growth
Offices
Jobs
Financials
Technologies
Tech DNA
Python
LangChain
LlamaIndex
FastAPI
Pinecone
PostgreSQL
Redis
AWS
Azure
GCP
LLM
AI/ML
Python
Edge AI
AWS
Docker
Kubernetes
AI Agents
Anthropic
Instructor
LangChain
LlamaIndex
LLM
NLP
RAG
CI/CD
Git
GitHub
Vector
Azure
CloudFormation
GCP
pgvector
Pinecone
PostgreSQL
Redis
Vespa
Weaviate
Other
FastAPI
Canva
Freshdesk
Google Workspace
Agile
Jira
Zendesk
Instagram
LinkedIn
X (Twitter)
Stack modernity
74/100
How modern this stack is, based on technology relevance, AI adoption and the share of legacy tools.
In-demand technologies
Edge AI
2 jobs
Required
Python
2 jobs
Required
AWS
2 jobs
Required
Docker
2 jobs
Required
Kubernetes
2 jobs
Required
Zendesk
1 job
Required
Google Workspace
1 job
Required
Freshdesk
1 job
Required
Salary medians are calculated from this company's open jobs and compared with the market.
Stack changes
GCP
Sep 2026
CloudFormation
Sep 2026
Azure
Sep 2026
X (Twitter)
Sep 2026
LinkedIn
Sep 2026
Instagram
Sep 2026
Canva
Sep 2026
Jira
Sep 2026
Technologies recently added to or removed from this company's stack - a signal of tech migrations and new initiatives.
Jobgether
Weekday
Jobs for Humanity
Devoteam
Thomson Reuters
AstraZeneca
Growth
Hiring Momentum
28/100
Slowing
Open positions
6
0 opened / 0 closed in 30 days
ATS activity
Every ~1 hours
Today
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
33% ▼
Product
17% ▼
Design
17% ▼
Marketing
17% ▼
Customer Success
17% ▼
Offices
Where the company hires and what each office is for
Cities
5
Hiring now
1
Countries
1
Busiest office
Seattle
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Headquarters
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Office with open vacancies
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Seattle
United States
Engineering / R&D
Redmond Office
1 open roles 100% engineering
hires for Backend
New York
United States
Regional office
LGA
San Francisco
United States
Regional office
The Arena
Saint Petersburg
United States
Regional office
Sunshine
Miami
United States
Regional office
MIA
Jobs
≈ $134k – $271k per year (Estimated) • In office • Bachelor's Degree • Seattle
Python
GCP
CloudFormation
Azure
AWS
Docker
Kubernetes
Apply
≈ $132k – $226k per year (Estimated) • Equity • Remote • 5+ years exp • Bachelor's Degree
Edge AI
Management
Jira
Agile
Apply
≈ $125k – $254k per year (Estimated) • Equity • Remote • Full-Time
Python
FastAPI
Databases
PostgreSQL
Redis
Weaviate
pgvector
Pinecone
Vespa
AI/ML
LangChain
LlamaIndex
AI Agents
NLP
Instructor
LLM
RAG
Anthropic
DevOps
CI/CD
Git
AWS
Docker
Kubernetes
Vector
GitHub
Apply
≈ $136k – $250k per year (Estimated) • Equity • Remote • 10+ years exp • Bachelor's Degree
Apply