Valency tech stack

Valency builds mostly with Python, TypeScript, JavaScript, Node JS. Its stack also includes AWS, Cloudflare, PostgreSQL, DynamoDB. Python is named in 5 of the 11 job postings Valency published in the last 12 months (45%). Counted by Alion from the job postings of Valency, updated Oct 11, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Oct 11, 2026
Technologies in use
49
Postings analysed
11
Open now
7
Modernity
76 /100
New in 6 months
2

What programming languages does Valency use?

Python is named in 45% of job postings at Valency, followed by TypeScript (45%), JavaScript (36%), Node JS (36%).

Python 5 45% required in 100% · 3 open now · since Mar 2026
TypeScript 5 45% required in 20% · 2 open now · since Apr 2026
JavaScript 4 36% optional · 1 open now · since Apr 2026
Node JS 4 36% optional · 1 open now · since Apr 2026
Go 3 27% required in 100% · 1 open now · since May 2026
Java 3 27% required in 100% · 1 open now · since May 2026
Rust 3 27% required in 100% · 1 open now · since May 2026
Elixir 1 9% required in 100% · 1 open now · since Mar 2026

What databases does Valency use?

PostgreSQL is named in 36% of job postings at Valency, followed by DynamoDB (27%), MySQL (27%), Redis (27%).

PostgreSQL 4 36% required in 75% · 1 open now · since Apr 2026
DynamoDB 3 27% required in 100% · 1 open now · since May 2026
MySQL 3 27% required in 100% · 1 open now · since May 2026
Redis 3 27% required in 100% · 1 open now · since May 2026

What cloud and platforms does Valency use?

AWS is named in 45% of job postings at Valency, followed by Cloudflare (45%), Kubernetes (36%), AWS Lambda (36%).

AWS 5 45% required in 80% · 2 open now · since Mar 2026
Cloudflare 5 45% required in 20% · 2 open now · since Mar 2026
Kubernetes 4 36% required in 75% · 2 open now · since Mar 2026
AWS Lambda 4 36% optional · 1 open now · since Apr 2026
AWS Step Functions 4 36% optional · 1 open now · since Apr 2026
Apache Kafka 3 27% required in 100% · 1 open now · since May 2026
Azure 3 27% required in 100% · 1 open now · since May 2026
GCP 3 27% required in 100% · 1 open now · since May 2026
Show all (20)
RabbitMQ3
Prefect3
GitHub2
arXiv2
AWS Fargate1
Amazon CloudWatch1
Amazon ECS1
Amazon EKS1
Amazon S31
GitHub Actions1
PubMed1
Figma1

What developer tools does Valency use?

Model Context Protocol is named in 36% of job postings at Valency, followed by Docker (27%), Pulumi (27%), Terraform (27%).

Model Context Protocol 4 36% required in 100% · 3 open now · since Apr 2026
Docker 3 27% required in 100% · 1 open now · since May 2026
Pulumi 3 27% required in 100% · 1 open now · since May 2026
Terraform 3 27% required in 100% · 1 open now · since May 2026
Claude Code 1 9% required in 100% · since Apr 2026
Rest API 1 9% required in 100% · 1 open now · since Jul 2026
Canva 1 9% optional · 1 open now · since Oct 2026

What AI and ML technologies does Valency use?

LLM is named in 9% of job postings at Valency.

LLM 1 9% required in 100% · 1 open now · since Jul 2026

Which engineering practices does Valency ask for?

AI Agents is named in 91% of job postings at Valency, followed by CI/CD (36%), ETL/ELT (27%), FinOps (9%).

AI Agents 10 91% required in 100% · 6 open now · since Mar 2026
CI/CD 4 36% required in 100% · 2 open now · since Mar 2026
ETL/ELT 3 27% required in 100% · 1 open now · since May 2026
FinOps 1 9% required in 100% · 1 open now · since Mar 2026
Hallucination 1 9% required in 100% · 1 open now · since Jul 2026
Human-in-the-Loop 1 9% required in 100% · 1 open now · since Mar 2026
LLM Guardrails 1 9% required in 100% · 1 open now · since Mar 2026
Platform Engineering 1 9% required in 100% · 1 open now · since Mar 2026
Show all (9)
RAG1

What does each Valency team work with?

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

Backend

4 postings
AWS3
Apache Kafka3
Azure3
Docker3
DynamoDB3
GCP3

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How is the Valency 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
arXivJul 2026
GitHubJul 2026

How modern is the Valency stack?

Cutting-edge AI adopter 76/100

Valency scores 76 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 Valency stack in its industry?

Share of the 105 companies in the same industries, whose stack Alion knows, that use each technology.

AWS57%
Cloudflare3%
Python80%
TypeScript46%
AWS Lambda5%
AWS Step Functions1%
JavaScript50%
Kubernetes50%
Node JS20%
PostgreSQL27%

What sets Valency apart

Cloudflare3%
AWS Step Functions1%

Questions about the Valency tech stack

What programming languages does Valency use?

The languages named in Valency job postings are Python (45%), TypeScript (45%), JavaScript (36%), Node JS (36%), Go (27%), as a share of the 11 postings of the last 12 months.

Does Valency use AWS?

Yes. AWS is named in 5 of 11 job postings (45%) and required in 4 of them.

What cloud and platforms does Valency use?

The cloud and platforms named in Valency job postings are AWS (5), Cloudflare (5), Kubernetes (4) (postings in brackets).

What skills do you need for a Backend job at Valency?

Backend postings at Valency most often require AWS (3), Apache Kafka (3), Azure (3), Docker (3), out of 4 postings in the last 12 months.

Is the Valency tech stack changing?

Yes. arXiv, GitHub first appeared in Valency job postings in the last six months.

How modern is the Valency tech stack?

Valency scores 76 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 Valency tech stack?

Alion reads every job posting Valency publishes and tags the technologies each one names. The figures on this page count the 11 postings of the last 12 months and were updated on Oct 11, 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, "Valency tech stack: 49 technologies from 11 job postings", as of Oct 11, 2026. https://alion.io/company/valency-blog/technologies

Licence: CC BY-SA 4.0JSON