fairlife tech stack
fairlife builds mostly with SQL, Python, Visual Basic. Its stack also includes Power BI, Azure, LangChain, LangGraph. SQL is named in 6 of the 12 job postings fairlife published in the last 12 months (50%). Counted by Alion from the job postings of fairlife, updated Sep 26, 2026.
What programming languages does fairlife use?
SQL is named in 50% of job postings at fairlife, followed by Python (33%), Visual Basic (17%).
What frameworks and libraries does fairlife use?
LangChain is named in 17% of job postings at fairlife, followed by LangGraph (17%), AutoGen (8%), CrewAI (8%).
LangChain
2 17%
LangGraph
2 17%
AutoGen
1 8%
CrewAI
1 8%
Matplotlib
1 8%
PyTorch
1 8%
Scikit-learn
1 8%
Seaborn
1 8%
Show all (9)
What databases does fairlife use?
Delta Lake is named in 8% of job postings at fairlife, followed by Pinecone (8%), Weaviate (8%).
What cloud and platforms does fairlife use?
Power BI is named in 33% of job postings at fairlife, followed by Azure (25%), AWS (17%), GCP (17%).
Power BI
4 33%
Azure
3 25%
AWS
2 17%
GCP
2 17%
Azure DevOps
1 8%
Databricks
1 8%
Kubeflow
1 8%
MLFlow
1 8%
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What developer tools does fairlife use?
Microsoft Excel is named in 25% of job postings at fairlife, followed by Git (17%), Model Context Protocol (17%), AutoCAD (8%).
Git
2 17%
Model Context Protocol
2 17%
AutoCAD
1 8%
Docker
1 8%
SolidWorks
1 8%
pySpark
1 8%
What AI and ML technologies does fairlife use?
ControlNet is named in 8% of job postings at fairlife, followed by LLM (8%), Stable Diffusion (8%).
Which engineering practices does fairlife ask for?
Machine Learning is named in 25% of job postings at fairlife, followed by RAG (25%), AI Agents (17%), Agentic Workflows (17%).
RAG
3 25%
AI Agents
2 17%
CI/CD
2 17%
Prompt Engineering
2 17%
Anomaly Detection
1 8%
Show all (16)
How does your stack fit fairlife?
How is the fairlife stack changing?
Read from the dates of the postings themselves: a technology is new when the first posting that names it appeared in the last six months, rising or falling when its share of postings moved between the last two quarters.
How modern is the fairlife stack?
fairlife scores 85 out of 100 (Cutting-edge). The score averages how current each technology in the stack is and adds weight for AI adoption. AI technologies in the stack: 3; legacy ones: 1.
Questions about the fairlife tech stack
What programming languages does fairlife use?
The languages named in fairlife job postings are SQL (50%), Python (33%), Visual Basic (17%), as a share of the 12 postings of the last 12 months.
Does fairlife use LangChain?
Yes. LangChain is named in 2 of 12 job postings (17%) and required in 2 of them.
What cloud and platforms does fairlife use?
The cloud and platforms named in fairlife job postings are Power BI (4), Azure (3), AWS (2) (postings in brackets).
Is the fairlife tech stack changing?
Yes. AI Agents, AWS, Agentic Workflows, GCP first appeared in fairlife job postings in the last six months.
How modern is the fairlife tech stack?
fairlife scores 85 out of 100 (Cutting-edge). The score averages how current each technology in the stack is and adds weight for AI adoption. AI technologies in the stack: 3; legacy ones: 1.
How does Alion know the fairlife tech stack?
Alion reads every job posting fairlife publishes and tags the technologies each one names. The figures on this page count the 12 postings of the last 12 months and were updated on Sep 26, 2026.
Method and citation
Alion reads every job posting the company publishes and tags the technologies each one names. Shares count the postings of the last 12 months, open and closed; the company's own products are counted apart. How we count
Alion, "fairlife tech stack: 55 technologies from 12 job postings", as of Sep 26, 2026. https://alion.io/company/fairlife/technologies