84.51
Data Providers & Datasets · Retail & Pricing Analytics

84.51 tech stack

84.51 builds mostly with Python, SQL, Java, JavaScript. Its stack also includes Azure, Databricks, Snowflake, Delta Lake. Azure is named in 11 of the 19 job postings 84.51 published in the last 12 months (58%). Counted by Alion from the job postings of 84.51, updated Nov 13, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Nov 13, 2026
Technologies in use
78
Postings analysed
19
Open now
11
Modernity
85 /100
New in 6 months
4

What programming languages does 84.51 use?

Python is named in 53% of job postings at 84.51, followed by SQL (16%), Java (11%), JavaScript (5%).

Python 10 53% required in 80% · 5 open now · since Jun 2026
SQL 3 16% required in 67% · 2 open now · since Jun 2026
Java 2 11% required in 100% · 1 open now · since Aug 2026
JavaScript 1 5% required in 100% · since Aug 2026
TypeScript 1 5% optional · since Aug 2026

What frameworks and libraries does 84.51 use?

FastAPI is named in 11% of job postings at 84.51, followed by Angular (5%), LangChain (5%), LangGraph (5%).

FastAPI 2 11% required in 50% · 1 open now · since Aug 2026
Angular 1 5% required in 100% · since Aug 2026
LangChain 1 5% required in 100% · since Aug 2026
LangGraph 1 5% required in 100% · since Aug 2026
React.js 1 5% required in 100% · since Aug 2026

What databases does 84.51 use?

Snowflake is named in 16% of job postings at 84.51, followed by Delta Lake (16%).

Snowflake 3 16% required in 100% · 2 open now · since Jun 2026
Delta Lake 3 16% required in 67% · 2 open now · since Jun 2026

What cloud and platforms does 84.51 use?

Azure is named in 58% of job postings at 84.51, followed by Databricks (37%), Kubernetes (37%), GitHub (26%).

Azure 11 58% required in 82% · 6 open now · since Jun 2026
Databricks 7 37% required in 86% · 5 open now · since Jun 2026
Kubernetes 7 37% required in 43% · 4 open now · since Aug 2026
GitHub 5 26% required in 60% · 2 open now · since Jul 2026
GitHub Actions 5 26% required in 60% · 3 open now · since Aug 2026
GCP 4 21% required in 100% · 2 open now · since Jul 2026
LangSmith 4 21% required in 75% · 2 open now · since Jul 2026
Spark 4 21% required in 75% · 3 open now · since Jul 2026
Show all (22)
Datadog3
MLFlow3
AWS2
Dynatrace2
OpenAI2
Azure AKS2
Power BI2
Agentforce1
Anthropic1
Vertex AI Agent Builder1
Apache Kafka1
Arize Phoenix1
Cognos1
Tableau1

What developer tools does 84.51 use?

Model Context Protocol is named in 47% of job postings at 84.51, followed by Claude Code (26%), OpenAI Codex (26%), Copilot (16%).

Model Context Protocol 9 47% required in 78% · 5 open now · since Jun 2026
Claude Code 5 26% required in 100% · 2 open now · since Jul 2026
OpenAI Codex 5 26% required in 100% · 2 open now · since Jul 2026
Copilot 3 16% required in 100% · 1 open now · since Jul 2026
pySpark 3 16% required in 67% · 2 open now · since Sep 2026
Terraform 3 16% required in 33% · 2 open now · since Aug 2026
Cursor 2 11% required in 100% · 1 open now · since Aug 2026
Git 2 11% required in 100% · since Aug 2026
Show all (18)
Rest API2
Cortex2
Helm2
Prometheus2
A2A1
AgentOps1
Devin1
Docker1
GraphQL1
dbt1

What AI and ML technologies does 84.51 use?

LLM is named in 21% of job postings at 84.51, followed by Claude (16%), ChatGPT (11%).

LLM 4 21% required in 100% · 3 open now · since Jul 2026
Claude 3 16% required in 100% · 1 open now · since Jul 2026
ChatGPT 2 11% required in 100% · since Jul 2026

Which engineering practices does 84.51 ask for?

AI Agents is named in 63% of job postings at 84.51, followed by CI/CD (47%), Platform Engineering (26%), RAG (26%).

AI Agents 12 63% required in 83% · 6 open now · since Jun 2026
CI/CD 9 47% required in 89% · 5 open now · since Jul 2026
Platform Engineering 5 26% required in 100% · 3 open now · since Jul 2026
RAG 5 26% required in 100% · 5 open now · since Jun 2026
LLM Guardrails 3 16% required in 100% · 1 open now · since Jun 2026
Machine Learning 3 16% required in 100% · 2 open now · since Jul 2026
Agentic Workflows 2 11% required in 100% · 2 open now · since Jul 2026
ETL/ELT 2 11% required in 100% · 2 open now · since Oct 2026
Show all (23)
Incident Management2
Function Calling2
LLMOps2
A/B Testing1
Design of Experiments1
Embeddings1
FinOps1
Hallucination1
Multimodal AI1
Prompt Engineering1
Recommender Systems1
SLI/SLO/SLA1
Self-Healing1
Semantic Search1
Feature Store1

What does each 84.51 team work with?

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

Product

4 postings
Model Context Protocol4
ChatGPT2
Claude2
Claude Code2
Copilot2
OpenAI Codex2

AI/ML

4 postings
Python3
Azure2
GitHub Actions2
Kubernetes2

Data Science

4 postings
Azure3
Databricks3
Python3
Spark3
SQL2
pySpark2

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How is the 84.51 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
ETL/ELTOct 2026
Power BIOct 2026
pySparkSep 2026
Azure AKSSep 2026

How modern is the 84.51 stack?

Cutting-edge AI adopter 85/100

84.51 scores 85 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: 3; legacy ones: 0.

How common is the 84.51 stack in its industry?

Share of the 320 companies in the same industries, whose stack Alion knows, that use each technology.

Azure29%
Python63%
Databricks17%
Kubernetes28%
GitHub22%
GitHub Actions14%
GCP28%
LLM32%
LangSmith4%
Spark19%

What sets 84.51 apart

LangSmith4%

Questions about the 84.51 tech stack

What programming languages does 84.51 use?

The languages named in 84.51 job postings are Python (53%), SQL (16%), Java (11%), JavaScript (5%), TypeScript (5%), as a share of the 19 postings of the last 12 months.

Does 84.51 use FastAPI?

Yes. FastAPI is named in 2 of 19 job postings (11%) and required in 1 of them.

What cloud and platforms does 84.51 use?

The cloud and platforms named in 84.51 job postings are Azure (11), Databricks (7), Kubernetes (7) (postings in brackets).

What skills do you need for a Product job at 84.51?

Product postings at 84.51 most often require Model Context Protocol (4), ChatGPT (2), Claude (2), Claude Code (2), out of 4 postings in the last 12 months.

Is the 84.51 tech stack changing?

Yes. ETL/ELT, Power BI, pySpark, Azure AKS first appeared in 84.51 job postings in the last six months.

How modern is the 84.51 tech stack?

84.51 scores 85 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: 3; legacy ones: 0.

How does Alion know the 84.51 tech stack?

Alion reads every job posting 84.51 publishes and tags the technologies each one names. The figures on this page count the 19 postings of the last 12 months and were updated on Nov 13, 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, "84.51 tech stack: 78 technologies from 19 job postings", as of Nov 13, 2026. https://alion.io/company/8451-com/technologies

Licence: CC BY-SA 4.0JSON