Spector tech stack

Spector builds mostly with Java, Node JS, Python, JavaScript. Its stack also includes PyTorch, Scikit-learn, Amazon EKS, Azure AKS. PyTorch is named in 2 of the 7 job postings Spector published in the last 12 months (29%). Counted by Alion from the job postings of Spector, updated Oct 14, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Oct 14, 2026
Technologies in use
35
Postings analysed
7
Open now
7
Modernity
79 /100

What programming languages does Spector use?

Java is named in 14% of job postings at Spector, followed by Node JS (14%), Python (14%), JavaScript (14%).

Java 1 14% required in 100% · 1 open now · since Jul 2026
Node JS 1 14% required in 100% · 1 open now · since Jul 2026
Python 1 14% required in 100% · 1 open now · since Jul 2026
JavaScript 1 14% optional · 1 open now · since Jul 2026
TypeScript 1 14% optional · 1 open now · since Jul 2026

What frameworks and libraries does Spector use?

PyTorch is named in 29% of job postings at Spector, followed by Scikit-learn (29%), TensorFlow (29%), Angular (14%).

PyTorch 2 29% required in 100% · 2 open now · since Dec 2025
Scikit-learn 2 29% required in 100% · 2 open now · since Dec 2025
TensorFlow 2 29% required in 100% · 2 open now · since Dec 2025
Angular 1 14% required in 100% · 1 open now · since Jul 2026
React.js 1 14% required in 100% · 1 open now · since Jul 2026

What databases does Spector use?

PostgreSQL is named in 14% of job postings at Spector, followed by Redis (14%).

PostgreSQL 1 14% required in 100% · 1 open now · since Dec 2025
Redis 1 14% required in 100% · 1 open now · since Dec 2025

What cloud and platforms does Spector use?

Amazon EKS is named in 14% of job postings at Spector, followed by Azure AKS (14%), GitHub Actions (14%), GitLab CI (14%).

Amazon EKS 1 14% required in 100% · 1 open now · since Dec 2025
Azure AKS 1 14% required in 100% · 1 open now · since Dec 2025
GitHub Actions 1 14% required in 100% · 1 open now · since Dec 2025
GitLab CI 1 14% required in 100% · 1 open now · since Dec 2025
Google GKE 1 14% required in 100% · 1 open now · since Dec 2025
Grafana 1 14% required in 100% · 1 open now · since Dec 2025
Kubernetes 1 14% required in 100% · 1 open now · since Dec 2025
AWS 1 14% optional · 1 open now · since Dec 2025
Show all (10)
Azure1
GCP1

What developer tools does Spector use?

CloudFormation is named in 14% of job postings at Spector, followed by Docker (14%), Jenkins (14%), Prometheus (14%).

CloudFormation 1 14% required in 100% · 1 open now · since Dec 2025
Docker 1 14% required in 100% · 1 open now · since Dec 2025
Jenkins 1 14% required in 100% · 1 open now · since Dec 2025
Prometheus 1 14% required in 100% · 1 open now · since Dec 2025
Terraform 1 14% required in 100% · 1 open now · since Dec 2025

What AI and ML technologies does Spector use?

Claude is named in 14% of job postings at Spector.

Claude 1 14% required in 100% · 1 open now · since Oct 2026

Which engineering practices does Spector ask for?

AI Agents is named in 86% of job postings at Spector, followed by Machine Learning (71%), Time Series Forecasting (57%), Knowledge Graph (43%).

AI Agents 6 86% required in 83% · 6 open now · since Dec 2025
Machine Learning 5 71% required in 100% · 5 open now · since Dec 2025
Time Series Forecasting 4 57% required in 100% · 4 open now · since Dec 2025
Knowledge Graph 3 43% required in 67% · 3 open now · since Dec 2025
CI/CD 2 29% required in 100% · 2 open now · since Dec 2025
Agentic Workflows 1 14% required in 100% · 1 open now · since Dec 2025
Multimodal AI 1 14% required in 100% · 1 open now · since Dec 2025

What does each Spector team work with?

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

AI/ML

3 postings
PyTorch2
Scikit-learn2
TensorFlow2

See the open roles

How does your stack fit Spector?

Sign in to compare your skills with this stack and see which open roles fit you.
Sign In

How is the Spector 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.

Not named for 6 months
PyTorchDec 2025
Scikit-learnDec 2025
TensorFlowDec 2025

How modern is the Spector stack?

Cutting-edge AI adopter 79/100

Spector scores 79 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 Spector stack in its industry?

Share of the 1,148 companies in the same industries, whose stack Alion knows, that use each technology.

PyTorch19%
Scikit-learn6%
TensorFlow12%
AWS49%
Amazon EKS7%
Angular8%
Azure32%
Azure AKS4%
Claude30%
GCP37%

Questions about the Spector tech stack

What programming languages does Spector use?

The languages named in Spector job postings are Java (14%), Node JS (14%), Python (14%), JavaScript (14%), TypeScript (14%), as a share of the 7 postings of the last 12 months.

Does Spector use PyTorch?

Yes. PyTorch is named in 2 of 7 job postings (29%) and required in 2 of them.

What cloud and platforms does Spector use?

The cloud and platforms named in Spector job postings are Amazon EKS (1), Azure AKS (1), GitHub Actions (1) (postings in brackets).

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

AI/ML postings at Spector most often require PyTorch (2), Scikit-learn (2), TensorFlow (2), out of 3 postings in the last 12 months.

Is the Spector tech stack changing?

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

How modern is the Spector tech stack?

Spector scores 79 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 Spector tech stack?

Alion reads every job posting Spector 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 Oct 14, 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, "Spector tech stack: 35 technologies from 7 job postings", as of Oct 14, 2026. https://alion.io/company/spector-3/technologies

Licence: CC BY-SA 4.0JSON