Overview
Technologies
Salaries
Products
People
Growth
Offices
Jobs
Financials

Tech stack

Technologies named in job postings at Ancestry over the last 12 months, by layer, with the share of postings for each.
Technologies in use
114
Postings analysed
15
Stack modernity
84/100AI adopter
Languages
Python53%
Java20%
SQL20%
TypeScript13%
Frameworks & libraries
LangChain20%
LangGraph20%
AutoGen13%
NLTK13%
Databases
MySQL27%
PostgreSQL13%
Cassandra7%
CouchDB7%
Cloud & platforms
AWS47%
Amazon EC227%
Amazon S320%
Kubernetes20%
AI & ML
LLM33%
Gemini13%
LoRA13%
QLoRA13%
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Full Ancestry tech stack 114 technologies · by team · pay by technology · changes · similar stacks

Salary insights

Compensation ranges based on this company's open jobs
Median
$208k
Typical range
$52k – $250k
Open positions
3
2 Jobs
Senior 50%
Architect 50%
Level Jobs Median Typical range
Senior 1 $250k $250k
Architect 1 $208k $208k
Highest paying role Sr. Director, Information Security $250k
Normalized to USD per year

Growth

Hiring Momentum
69/100
Growing
Open positions
22
13 opened / 7 closed in 30 days
Median time-to-fill
19 days
faster than 58% of the market
ATS activity
Every ~1 days
10/27/2026
Hiring Dynamics 0%
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.
Marketing
37% ▲
Design
10% ▲
Field & Service
10% ▼
Backend
7% ▼
DevOps
7% ▲
AI/ML
3% ▲
Actively hiring for Marketing (+9 in 30 days)
Activity Timeline
New location: Toronto Oct 2026
Added Transformers to stack Oct 2026
Added Few-Shot Learning to stack Oct 2026
+10 jobs in a week Oct 2026
Added Azure to stack Oct 2026

Offices

Where the company hires and what each office is for
Cities
5
Hiring now
4
Countries
3
Busiest office
Draper
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Headquarters Builds here Office with open vacancies No open vacancies right now Tap a pin for the office
San Francisco United States
HQ
Draper United States
Regional office
Draper, Utah
4 open roles 6 posted in 90 days 25% engineering 200-500 est. staff $52k Avg Salary
hires for Backend, Administrative, Marketing
seen since Aug 2026 job postings
Sydney Australia
Australia
1 open roles 1 posted in 90 days 50-200 est. staff
hires for Marketing
seen since Aug 2026 job postings
Scottsdale United States
Scottsdale, Arizona
1 open roles 1 posted in 90 days 100% engineering 50-200 est. staff
hires for DevOps
seen since Sep 2026 job postings
Toronto Canada
Toronto
1 open roles 1 posted in 90 days 50-200 est. staff
hires for Marketing
seen since Oct 2026 job postings
Earlier presence
Philadelphia, United States 1 open roles · last posting Sep 2026
Detroit, United States 1 open roles · last posting Sep 2026

Jobs

≈ $115k – $220k per year (Estimated) · Hybrid · Full-Time · 6+ years exp · United States
ElasticSearch
AI/ML
Red Teaming
DevOps
AWS
Docker
Kubernetes
IAM
Cybersecurity
MITRE ATT&CK
SIEM
Apply
≈ $92k – $222k per year (Estimated) · Hybrid · Full-Time · United States
Apply
$195k – $208k per year · Hybrid · Full-Time · United States
Apply
$220k – $250k per year · Hybrid · Full-Time · 10+ years exp · United States
LLM
Machine Learning
DevOps
GCP
Azure
AWS
IAM
Apply
≈ $160k – $299k per year (Estimated) · Hybrid · Full-Time · 5+ years exp · United States
Python
Go
Java
Rust
TypeScript
Model Context Protocol
AI Agents
LLM
LLM Guardrails
DevOps
GitHub Actions
CI/CD
Buildkite
GitHub
Design
Figma
Management
Confluence
Jira
Apply
≈ $130k – $288k per year (Estimated) · Hybrid · Part-Time · Master's Degree · United States
Python
JavaScript
Java
Node JS
LangGraph
AutoGen
LangChain
vLLM
Fine-tuning
Reinforcement Learning
Scikit-learn
AI Agents
TensorFlow
PyTorch
LLM
RAG
Hugging Face
Machine Learning
Apply
≈ $77k – $214k per year (Estimated) · Hybrid · Full-Time · PhD · United States
Python
Neo4j
AI/ML
Cursor
LangGraph
AutoGen
LangChain
Claude
Qwen
OpenCV
Claude Code
LoRA
vLLM
YOLO
Vertex AI
Embeddings
Quantization
Multimodal AI
Computer Vision
AI Agents
NLP
NER
Arize Phoenix
DeepEval
PEFT
QLoRA
spaCy
Llama
AWS Bedrock
CrewAI
Gemini
LLM
BERT
NLTK
Google ADK
Hallucination
Amazon SageMaker
AWS Bedrock AgentCore
AWS Strands Agents
A2A
OCR
Knowledge Graph
Multi-Agent Systems
DevOps
GCP
AWS
Kubernetes
Amazon EKS
Amazon EC2
Amazon S3
Amazon ECS
Apply
≈ $95k – $181k per year (Estimated) · In office · Full-Time · 7+ years exp · Bachelor's Degree · Scottsdale
PostgreSQL
DevOps
AWS
Amazon EC2
Amazon S3
Linux
Windows
Cybersecurity
Active Directory
LDAP
Apply
≈ $111k – $212k per year (Estimated) · Hybrid · Full-Time · 4+ years exp · United States
Python
Java
PowerShell
MySQL
Cassandra
MS SQL
CouchDB
AI/ML
Prompt Engineering
AI Agents
Agentic Workflows
DevOps
Puppet
New Relic
Chef
AWS
Incident Management
TCP/IP
Apply
≈ $106k – $230k per year (Estimated) · Hybrid · Part-Time · Master's Degree · United States
Python
LangGraph
LangChain
LoRA
Vertex AI
Embeddings
Multimodal AI
AI Agents
NLP
NER
PEFT
QLoRA
AWS Bedrock
Transformers
Gemini
NLTK
Few-Shot Learning
Hugging Face
Amazon SageMaker
OCR
Knowledge Graph
DevOps
AWS
Amazon EC2
Amazon S3
Apply
≈ $108k – $232k per year (Estimated) · In office · Part-Time · Master's Degree · Draper
Python
JavaScript
TypeScript
SQL
C#
Node JS
.NET
Databases
MySQL
PostgreSQL
AI/ML
Copilot
Cursor
Claude Code
Model Context Protocol
AI Agents
Cline
LLM
Frontend
Vue.js
Angular
React.js
DevOps
New Relic
OpenTelemetry
Datadog
Dynatrace
AWS
Docker
Kubernetes
Amazon EKS
AWS Fargate
AWS Lambda
Amazon EC2
Amazon CloudWatch
Apply