Firmable tech stack

Firmable builds mostly with Python, SQL. Its stack also includes AWS, Snowflake, AWS Lambda, OpenTelemetry. Python is named in 6 of the 7 job postings Firmable published in the last 12 months (86%). Counted by Alion from the job postings of Firmable, updated Nov 1, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Nov 1, 2026
Technologies in use
56
Postings analysed
7
Open now
6
Modernity
81 /100
New in 6 months
8

What programming languages does Firmable use?

Python is named in 86% of job postings at Firmable, followed by SQL (86%).

Python 6 86% required in 100% · 6 open now · since Oct 2026
SQL 6 86% required in 100% · 5 open now · since Jul 2026

What frameworks and libraries does Firmable use?

OpenTelemetry is named in 57% of job postings at Firmable, followed by FastAPI (29%), LangGraph (29%), Pydantic (29%).

OpenTelemetry 4 57% required in 100% · 4 open now · since Oct 2026
FastAPI 2 29% required in 100% · 2 open now · since Oct 2026
LangGraph 2 29% required in 100% · 2 open now · since Oct 2026
Pydantic 2 29% required in 100% · 2 open now · since Oct 2026
LangChain 2 29% optional · 2 open now · since Oct 2026
Dagster 1 14% required in 100% · 1 open now · since Oct 2026
Dask 1 14% required in 100% · 1 open now · since Oct 2026
OpenAI Agents SDK 1 14% required in 100% · 1 open now · since Oct 2026
Show all (10)
Pydantic AI1
Ray1

What databases does Firmable use?

Snowflake is named in 86% of job postings at Firmable, followed by Amazon Redshift (29%), PostgreSQL (29%), DynamoDB (14%).

Snowflake 6 86% required in 100% · 6 open now · since Oct 2026
Amazon Redshift 2 29% required in 100% · 2 open now · since Oct 2026
PostgreSQL 2 29% required in 100% · 2 open now · since Oct 2026
DynamoDB 1 14% required in 100% · 1 open now · since Oct 2026
ElasticSearch 1 14% required in 100% · 1 open now · since Oct 2026
Memgraph 1 14% required in 100% · 1 open now · since Oct 2026
Neo4j 1 14% required in 100% · 1 open now · since Oct 2026
OpenSearch 1 14% required in 100% · 1 open now · since Oct 2026

What cloud and platforms does Firmable use?

AWS is named in 86% of job postings at Firmable, followed by AWS Lambda (71%), Amazon ECS (71%), Amazon S3 (71%).

AWS 6 86% required in 100% · 6 open now · since Oct 2026
AWS Lambda 5 71% required in 100% · 5 open now · since Oct 2026
Amazon ECS 5 71% required in 100% · 5 open now · since Oct 2026
Amazon S3 5 71% required in 100% · 5 open now · since Oct 2026
Spark 3 43% required in 100% · 3 open now · since Oct 2026
Amazon Kinesis 2 29% required in 100% · 2 open now · since Oct 2026
Apache Kafka 2 29% required in 100% · 2 open now · since Oct 2026
AWS Fargate 1 14% required in 100% · 1 open now · since Oct 2026
Show all (13)
AWS Step Functions1
Amazon EKS1
Databricks1
GCP1
Kubernetes1

What developer tools does Firmable use?

Claude Code is named in 71% of job postings at Firmable, followed by Cursor (71%), Braintrust (43%), Promptfoo (43%).

Claude Code 5 71% required in 100% · 5 open now · since Oct 2026
Cursor 5 71% required in 100% · 5 open now · since Oct 2026
Braintrust 3 43% required in 100% · 3 open now · since Oct 2026
Promptfoo 3 43% required in 100% · 3 open now · since Oct 2026
dbt 3 43% required in 100% · 3 open now · since Oct 2026
Model Context Protocol 2 29% required in 100% · 2 open now · since Oct 2026
pySpark 2 29% required in 100% · 2 open now · since Oct 2026
Rest API 1 14% required in 100% · 1 open now · since Oct 2026
Show all (10)
Shuffle1
Terraform1

What AI and ML technologies does Firmable use?

LLM is named in 86% of job postings at Firmable, followed by Claude (14%).

LLM 6 86% required in 100% · 5 open now · since Jul 2026
Claude 1 14% required in 100% · 1 open now · since Oct 2026

Which engineering practices does Firmable ask for?

AI Agents is named in 71% of job postings at Firmable, followed by LLM Evaluation (71%), Embeddings (57%), Structured Outputs (43%).

AI Agents 5 71% required in 100% · 4 open now · since Jul 2026
LLM Evaluation 5 71% required in 100% · 5 open now · since Oct 2026
Embeddings 4 57% required in 100% · 4 open now · since Oct 2026
Structured Outputs 3 43% required in 100% · 3 open now · since Oct 2026
ETL/ELT 2 29% required in 100% · 2 open now · since Oct 2026
Fine-tuning 2 29% required in 100% · 2 open now · since Oct 2026
CI/CD 1 14% required in 100% · 1 open now · since Oct 2026
Human-in-the-Loop 1 14% required in 100% · 1 open now · since Oct 2026
Show all (11)
IAM1
Master Data Management1
RAG1

What does each Firmable team work with?

The technologies each team's postings require most often, with the number of postings that require them.

Data Science

4 postings
AWS4
Claude Code4
Cursor4
LLM4
Python4
SQL4

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How is the Firmable 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.

First appeared
Amazon RedshiftOct 2026
ETL/ELTOct 2026
BraintrustOct 2026
PromptfooOct 2026
FastAPIOct 2026
LangGraphOct 2026
Model Context ProtocolOct 2026
PydanticOct 2026

How modern is the Firmable stack?

Cutting-edge AI adopter 81/100

Firmable scores 81 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: 2; legacy ones: 0.

How common is the Firmable stack in its industry?

Share of the 679 companies in the same industries, whose stack Alion knows, that use each technology.

AWS37%
LLM33%
Python46%
SQL44%
Snowflake14%
AWS Lambda8%
Amazon ECS6%
Amazon S312%
OpenTelemetry3%
Spark10%

What sets Firmable apart

OpenTelemetry3%

Questions about the Firmable tech stack

What programming languages does Firmable use?

The languages named in Firmable job postings are Python (86%), SQL (86%), as a share of the 7 postings of the last 12 months.

Does Firmable use OpenTelemetry?

Yes. OpenTelemetry is named in 4 of 7 job postings (57%) and required in 4 of them.

What cloud and platforms does Firmable use?

The cloud and platforms named in Firmable job postings are AWS (6), AWS Lambda (5), Amazon ECS (5) (postings in brackets).

What skills do you need for a Data Science job at Firmable?

Data Science postings at Firmable most often require AWS (4), Claude Code (4), Cursor (4), LLM (4), out of 4 postings in the last 12 months.

Is the Firmable tech stack changing?

Yes. Amazon Redshift, ETL/ELT, Braintrust, Promptfoo first appeared in Firmable job postings in the last six months.

How modern is the Firmable tech stack?

Firmable scores 81 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: 2; legacy ones: 0.

How does Alion know the Firmable tech stack?

Alion reads every job posting Firmable publishes and tags the technologies each one names. The figures on this page count the 7 postings of the last 12 months and were updated on Nov 1, 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, "Firmable tech stack: 56 technologies from 7 job postings", as of Nov 1, 2026. https://alion.io/company/firmable/technologies

Licence: CC BY-SA 4.0JSON