Instrumentl tech stack
Instrumentl builds mostly with SQL, Python, Ruby, D. Its stack also includes AWS, GCP, Ruby on Rails, Amazon Redshift. SQL is named in 3 of the 8 job postings Instrumentl published in the last 12 months (38%). Counted by Alion from the job postings of Instrumentl, updated Sep 30, 2026.
What programming languages does Instrumentl use?
SQL is named in 38% of job postings at Instrumentl, followed by Python (38%), Ruby (38%), D (13%).
D 
What frameworks and libraries does Instrumentl use?
Ruby on Rails is named in 25% of job postings at Instrumentl, followed by Celery (13%), FastAPI (13%), DeepEval (13%).
Ruby on Rails
2 25%
Celery
1 13%
FastAPI
1 13%
DeepEval
1 13%
LangChain
1 13%
LangGraph
1 13%
LlamaIndex
1 13%
OpenAI Evals
1 13%
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What databases does Instrumentl use?
Amazon Redshift is named in 13% of job postings at Instrumentl, followed by Google BigQuery (13%), Snowflake (13%), PostgreSQL (13%).
What cloud and platforms does Instrumentl use?
AWS is named in 25% of job postings at Instrumentl, followed by GCP (25%), Azure (13%), Amazon Kinesis (13%).
What developer tools does Instrumentl use?
D-step is named in 13% of job postings at Instrumentl, followed by Docker (13%), Semantic Kernel (13%).
What AI and ML technologies does Instrumentl use?
LLM is named in 13% of job postings at Instrumentl.
LLM
1 13%
Which engineering practices does Instrumentl ask for?
Human-in-the-Loop is named in 38% of job postings at Instrumentl, followed by CI/CD (25%), A/B Testing (13%), AI Agents (13%).
CI/CD
2 25%
AI Agents
1 13%
Function Calling
1 13%
RAG
1 13%
Show all (12)
How does your stack fit Instrumentl?
How modern is the Instrumentl stack?
Instrumentl scores 78 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: 1; legacy ones: 0.
How common is the Instrumentl stack in its industry?
Share of the 3,046 companies in the same industries, whose stack Alion knows, that use each technology.
What sets Instrumentl apart
Companies with a stack like Instrumentl
Questions about the Instrumentl tech stack
What programming languages does Instrumentl use?
The languages named in Instrumentl job postings are SQL (38%), Python (38%), Ruby (38%), D (13%), JavaScript (13%), as a share of the 8 postings of the last 12 months.
Does Instrumentl use AWS?
Yes. AWS is named in 2 of 8 job postings (25%) and required in 1 of them.
What cloud and platforms does Instrumentl use?
The cloud and platforms named in Instrumentl job postings are AWS (2), GCP (2), Azure (1) (postings in brackets).
Is the Instrumentl tech stack changing?
No new technology has appeared in Instrumentl job postings in the last six months.
How modern is the Instrumentl tech stack?
Instrumentl scores 78 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: 1; legacy ones: 0.
How does Alion know the Instrumentl tech stack?
Alion reads every job posting Instrumentl publishes and tags the technologies each one names. The figures on this page count the 8 postings of the last 12 months and were updated on Sep 30, 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, "Instrumentl tech stack: 43 technologies from 8 job postings", as of Sep 30, 2026. https://alion.io/company/instrumentl/technologies