Base Layer tech stack

Base Layer builds mostly with Python, SQL, JavaScript, TypeScript. Its stack also includes Google Cloud Run, GCP, PostgreSQL, FastAPI. Python is named in 11 of the 24 job postings Base Layer published in the last 12 months (46%). Counted by Alion from the job postings of Base Layer, updated Oct 15, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Oct 15, 2026
Technologies in use
29
Postings analysed
24
Open now
11
Modernity
75 /100

What programming languages does Base Layer use?

Python is named in 46% of job postings at Base Layer, followed by SQL (17%), JavaScript (8%), TypeScript (4%).

Python 11 46% required in 100% · 3 open now · since Aug 2026
SQL 4 17% required in 100% · 2 open now · since Aug 2026
JavaScript 2 8% required in 100% · 1 open now · since Aug 2026
TypeScript 1 4% required in 100% · since Aug 2026

What frameworks and libraries does Base Layer use?

FastAPI is named in 17% of job postings at Base Layer, followed by SQLAlchemy (8%), SQLModel (8%).

FastAPI 4 17% required in 100% · 2 open now · since Aug 2026
SQLAlchemy 2 8% required in 100% · 1 open now · since Aug 2026
SQLModel 2 8% required in 100% · 1 open now · since Aug 2026

What databases does Base Layer use?

PostgreSQL is named in 17% of job postings at Base Layer, followed by BigQuery (4%), Google BigQuery (4%), Snowflake (4%).

PostgreSQL 4 17% required in 100% · 2 open now · since Aug 2026
BigQuery 1 4% required in 100% · since Sep 2026
Google BigQuery 1 4% required in 100% · since Sep 2026
Snowflake 1 4% required in 100% · since Sep 2026

What cloud and platforms does Base Layer use?

Google Cloud Run is named in 21% of job postings at Base Layer, followed by GCP (21%), LangSmith (13%), Cloudflare (8%).

Google Cloud Run 5 21% required in 100% · 2 open now · since Aug 2026
GCP 5 21% required in 80% · 2 open now · since Aug 2026
LangSmith 3 13% required in 100% · since Aug 2026
Cloudflare 2 8% required in 100% · 1 open now · since Aug 2026
Fastly 2 8% required in 100% · 1 open now · since Aug 2026
Apache Kafka 1 4% required in 100% · since Sep 2026
Metabase 1 4% required in 100% · 1 open now · since Sep 2026
Spark 1 4% required in 100% · since Sep 2026

What developer tools does Base Layer use?

Braintrust is named in 13% of job postings at Base Layer, followed by Microsoft Excel (4%), Model Context Protocol (4%).

Braintrust 3 13% required in 100% · since Aug 2026
Microsoft Excel 1 4% required in 100% · 1 open now · since Sep 2026
Model Context Protocol 1 4% required in 100% · since Aug 2026

What AI and ML technologies does Base Layer use?

LLM is named in 17% of job postings at Base Layer.

LLM 4 17% required in 100% · since Aug 2026

Which engineering practices does Base Layer ask for?

AI Agents is named in 88% of job postings at Base Layer, followed by Embeddings (33%), Function Calling (13%), LLM Evaluation (13%).

AI Agents 21 88% required in 100% · 11 open now · since Aug 2026
Embeddings 8 33% required in 100% · 1 open now · since Aug 2026
Function Calling 3 13% required in 100% · since Aug 2026
LLM Evaluation 3 13% required in 100% · since Aug 2026
ETL/ELT 1 4% required in 100% · since Sep 2026
Platform Engineering 1 4% required in 100% · since Aug 2026

What does each Base Layer team work with?

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

AI/ML

5 postings
Python5
Braintrust3
LLM3
LangSmith3
Cloudflare2
FastAPI2

Backend

3 postings
Python3
FastAPI2
GCP2
Google Cloud Run2
PostgreSQL2
SQL2

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How modern is the Base Layer stack?

Cutting-edge AI adopter 75/100

Base Layer scores 75 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 Base Layer stack in its industry?

Share of the 401 companies in the same industries, whose stack Alion knows, that use each technology.

Python67%
GCP37%
Google Cloud Run2%
FastAPI11%
LLM42%
PostgreSQL40%
SQL55%
LangSmith3%
Cloudflare4%
Fastly1%

What sets Base Layer apart

Google Cloud Run2%
LangSmith3%

Questions about the Base Layer tech stack

What programming languages does Base Layer use?

The languages named in Base Layer job postings are Python (46%), SQL (17%), JavaScript (8%), TypeScript (4%), as a share of the 24 postings of the last 12 months.

Does Base Layer use FastAPI?

Yes. FastAPI is named in 4 of 24 job postings (17%) and required in 4 of them.

What cloud and platforms does Base Layer use?

The cloud and platforms named in Base Layer job postings are Google Cloud Run (5), GCP (5), LangSmith (3) (postings in brackets).

What skills do you need for a AI/ML job at Base Layer?

AI/ML postings at Base Layer most often require Python (5), Braintrust (3), LLM (3), LangSmith (3), out of 5 postings in the last 12 months.

Is the Base Layer tech stack changing?

No new technology has appeared in Base Layer job postings in the last six months.

How modern is the Base Layer tech stack?

Base Layer scores 75 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 Base Layer tech stack?

Alion reads every job posting Base Layer publishes and tags the technologies each one names. The figures on this page count the 24 postings of the last 12 months and were updated on Oct 15, 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, "Base Layer tech stack: 29 technologies from 24 job postings", as of Oct 15, 2026. https://alion.io/company/base-layer/technologies

Licence: CC BY-SA 4.0JSON