Focal Works tech stack

Focal Works builds mostly with Python, SQL, JavaScript, Node JS. Its stack also includes Anthropic, OpenAI, Pandas, NumPy. Python is named in 4 of the 7 job postings Focal Works published in the last 12 months (57%). Counted by Alion from the job postings of Focal Works, updated Nov 2, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Nov 2, 2026
Technologies in use
49
Postings analysed
7
Open now
5
Modernity
93 /100

What programming languages does Focal Works use?

Python is named in 57% of job postings at Focal Works, followed by SQL (43%), JavaScript (14%), Node JS (14%).

Python 4 57% required in 100% · 4 open now · since Sep 2026
SQL 3 43% required in 100% · 3 open now · since Sep 2026
JavaScript 1 14% required in 100% · since Oct 2026
Node JS 1 14% required in 100% · since Oct 2026
C# 1 14% optional · 1 open now · since Oct 2026

What frameworks and libraries does Focal Works use?

Pandas is named in 57% of job postings at Focal Works, followed by NumPy (57%), LangChain (29%), LlamaIndex (29%).

Pandas 4 57% required in 100% · 4 open now · since Sep 2026
NumPy 4 57% required in 50% · 4 open now · since Sep 2026
LangChain 2 29% required in 100% · 2 open now · since Sep 2026
LlamaIndex 2 29% required in 100% · 2 open now · since Sep 2026
Unstructured.io 2 29% required in 100% · 2 open now · since Sep 2026
Django 2 29% optional · 2 open now · since Sep 2026
FastAPI 2 29% optional · 2 open now · since Sep 2026
Flask 2 29% optional · 2 open now · since Sep 2026
Show all (10)
Scikit-learn2
pgvector2

What databases does Focal Works use?

PostgreSQL is named in 43% of job postings at Focal Works, followed by MySQL (29%), Chroma (29%), Pinecone (29%).

PostgreSQL 3 43% required in 67% · 3 open now · since Sep 2026
MySQL 2 29% required in 100% · 2 open now · since Sep 2026
Chroma 2 29% optional · 2 open now · since Sep 2026
Pinecone 2 29% optional · 2 open now · since Sep 2026
Qdrant 2 29% optional · 2 open now · since Sep 2026
Weaviate 2 29% optional · 2 open now · since Sep 2026

What cloud and platforms does Focal Works use?

Anthropic is named in 57% of job postings at Focal Works, followed by OpenAI (57%), GitHub (57%), Hugging Face (29%).

Anthropic 4 57% required in 100% · 4 open now · since Sep 2026
OpenAI 4 57% required in 100% · 4 open now · since Sep 2026
GitHub 4 57% optional · 4 open now · since Sep 2026
Hugging Face 2 29% required in 100% · 2 open now · since Sep 2026
.NET 1 14% required in 100% · 1 open now · since Oct 2026
Linux 1 14% required in 100% · since Sep 2026
Power BI 1 14% required in 100% · 1 open now · since Oct 2026
Unix 1 14% required in 100% · since Sep 2026

What developer tools does Focal Works use?

Rest API is named in 71% of job postings at Focal Works, followed by Docker (71%), Git (57%), Model Context Protocol (29%).

Rest API 5 71% required in 100% · 4 open now · since Sep 2026
Docker 5 71% required in 20% · 4 open now · since Sep 2026
Git 4 57% required in 100% · 4 open now · since Sep 2026
Model Context Protocol 2 29% optional · 2 open now · since Sep 2026

What AI and ML technologies does Focal Works use?

Gemini is named in 43% of job postings at Focal Works, followed by LLM (43%), ChatGPT (29%), Claude (29%).

Gemini 3 43% required in 100% · 3 open now · since Sep 2026
LLM 3 43% required in 67% · 3 open now · since Sep 2026
ChatGPT 2 29% required in 100% · 2 open now · since Sep 2026
Claude 2 29% required in 100% · 2 open now · since Sep 2026

Which engineering practices does Focal Works ask for?

AI Agents is named in 57% of job postings at Focal Works, followed by Agentic Workflows (57%), Machine Learning (57%), Multimodal AI (57%).

AI Agents 4 57% required in 100% · 4 open now · since Sep 2026
Agentic Workflows 4 57% required in 100% · 4 open now · since Sep 2026
Machine Learning 4 57% required in 100% · 4 open now · since Sep 2026
Multimodal AI 4 57% optional · 4 open now · since Sep 2026
Embeddings 3 43% required in 100% · 3 open now · since Sep 2026
Function Calling 3 43% required in 100% · 3 open now · since Sep 2026
RAG 3 43% required in 100% · 3 open now · since Sep 2026
Semantic Search 3 43% required in 100% · 3 open now · since Sep 2026
Show all (12)
Context Engineering2
LLM Guardrails2
OCR2
Computer Vision1

What does each Focal Works team work with?

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

Backend

3 postings
SQL3
Anthropic2
ChatGPT2
Claude2
Git2
OpenAI2

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How modern is the Focal Works stack?

Cutting-edge AI adopter 93/100

Focal Works scores 93 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: 4; legacy ones: 0.

How common is the Focal Works stack in its industry?

Share of the 6,003 companies in the same industries, whose stack Alion knows, that use each technology.

Anthropic5%
GitHub19%
NumPy4%
OpenAI10%
Pandas5%
Python47%
Gemini5%
LLM23%
PostgreSQL35%
SQL47%

What sets Focal Works apart

NumPy4%

Questions about the Focal Works tech stack

What programming languages does Focal Works use?

The languages named in Focal Works job postings are Python (57%), SQL (43%), JavaScript (14%), Node JS (14%), C# (14%), as a share of the 7 postings of the last 12 months.

Does Focal Works use Pandas?

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

What cloud and platforms does Focal Works use?

The cloud and platforms named in Focal Works job postings are Anthropic (4), OpenAI (4), GitHub (4) (postings in brackets).

What skills do you need for a Backend job at Focal Works?

Backend postings at Focal Works most often require SQL (3), Anthropic (2), ChatGPT (2), Claude (2), out of 3 postings in the last 12 months.

Is the Focal Works tech stack changing?

No new technology has appeared in Focal Works job postings in the last six months.

How modern is the Focal Works tech stack?

Focal Works scores 93 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: 4; legacy ones: 0.

How does Alion know the Focal Works tech stack?

Alion reads every job posting Focal Works 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 2, 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, "Focal Works tech stack: 49 technologies from 7 job postings", as of Nov 2, 2026. https://alion.io/company/focal-works/technologies

Licence: CC BY-SA 4.0JSON