Shine tech stack

Shine works mostly with LLM, AWS, Azure, Claude. Its stack also includes AWS, Azure, Snowflake, LangGraph. LLM is named in 2 of the 9 job postings Shine published in the last 12 months (22%). Counted by Alion from the job postings of Shine, updated Oct 17, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Oct 17, 2026
Technologies in use
30
Postings analysed
9
Open now
8
Modernity
83 /100

What frameworks and libraries does Shine use?

LangGraph is named in 11% of job postings at Shine, followed by LangChain (11%).

LangGraph 1 11% required in 100% · 1 open now · since Sep 2026
LangChain 1 11% optional · 1 open now · since Sep 2026

What databases does Shine use?

Snowflake is named in 11% of job postings at Shine.

Snowflake 1 11% optional · since Oct 2026

What cloud and platforms does Shine use?

AWS is named in 11% of job postings at Shine, followed by Azure (11%), Figma (11%), GCP (11%).

AWS 1 11% required in 100% · 1 open now · since Sep 2026
Azure 1 11% required in 100% · 1 open now · since Sep 2026
Figma 1 11% required in 100% · 1 open now · since Sep 2026
GCP 1 11% required in 100% · 1 open now · since Sep 2026
Langfuse 1 11% required in 100% · 1 open now · since Oct 2026
VMWare 1 11% required in 100% · 1 open now · since Sep 2026

What developer tools does Shine use?

Copilot is named in 67% of job postings at Shine, followed by A2A (11%), Claude Code (11%), Cursor (11%).

Copilot 6 67% required in 100% · 5 open now · since Sep 2026
A2A 1 11% required in 100% · 1 open now · since Sep 2026
Claude Code 1 11% required in 100% · 1 open now · since Sep 2026
Cursor 1 11% required in 100% · 1 open now · since Sep 2026
Model Context Protocol 1 11% required in 100% · 1 open now · since Sep 2026
Terraform 1 11% required in 100% · 1 open now · since Sep 2026

What AI and ML technologies does Shine use?

LLM is named in 22% of job postings at Shine, followed by Claude (11%).

LLM 2 22% required in 100% · 2 open now · since Sep 2026
Claude 1 11% required in 100% · since Oct 2026

Which engineering practices does Shine ask for?

AI Agents is named in 33% of job postings at Shine, followed by Tool Use (22%), CI/CD (11%), FinOps (11%).

AI Agents 3 33% required in 100% · 2 open now · since Sep 2026
Tool Use 2 22% required in 100% · 2 open now · since Sep 2026
CI/CD 1 11% required in 100% · 1 open now · since Sep 2026
FinOps 1 11% required in 100% · 1 open now · since Sep 2026
Function Calling 1 11% required in 100% · 1 open now · since Sep 2026
Incident Management 1 11% required in 100% · 1 open now · since Sep 2026
LLM Evaluation 1 11% required in 100% · 1 open now · since Sep 2026
LLM Guardrails 1 11% required in 100% · 1 open now · since Sep 2026
Show all (13)
Machine Learning1
Multi-Agent Systems1
Platform Engineering1
RAG1
ETL/ELT1

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How modern is the Shine stack?

Cutting-edge AI adopter 83/100

Shine scores 83 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 Shine stack in its industry?

Share of the 707 companies in the same industries, whose stack Alion knows, that use each technology.

LLM29%
AWS42%
Azure27%
Claude27%
Figma23%
GCP27%
LangChain9%
LangGraph7%
Langfuse3%
Snowflake12%

Questions about the Shine tech stack

What cloud and platforms does Shine use?

The cloud and platforms named in Shine job postings are AWS (1), Azure (1), Figma (1) (postings in brackets).

Is the Shine tech stack changing?

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

How modern is the Shine tech stack?

Shine scores 83 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 Shine tech stack?

Alion reads every job posting Shine publishes and tags the technologies each one names. The figures on this page count the 9 postings of the last 12 months and were updated on Oct 17, 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, "Shine tech stack: 30 technologies from 9 job postings", as of Oct 17, 2026. https://alion.io/company/shine-co/technologies

Licence: CC BY-SA 4.0JSON