Observe.AI tech stack

Observe.AI builds mostly with Python, JavaScript, SQL, Java. Its stack also includes Twilio, AWS, LangChain, LlamaIndex. Python is named in 10 of the 29 job postings Observe.AI published in the last 12 months (34%). Counted by Alion from the job postings of Observe.AI, updated Oct 15, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Oct 15, 2026
Technologies in use
48
Postings analysed
29
Open now
17
Modernity
88 /100
New in 6 months
8

What programming languages does Observe.AI use?

Python is named in 34% of job postings at Observe.AI, followed by JavaScript (17%), SQL (10%), Java (7%).

Python 10 34% required in 90% · 3 open now · since Jun 2026
JavaScript 5 17% required in 100% · 2 open now · since Jun 2026
SQL 3 10% required in 67% · 1 open now · since Jul 2026
Java 2 7% required in 100% · 2 open now · since Aug 2026
Go 1 3% required in 100% · 1 open now · since Aug 2026

What frameworks and libraries does Observe.AI use?

LangChain is named in 17% of job postings at Observe.AI, followed by LlamaIndex (17%), PyTorch (10%), TensorFlow (10%).

LangChain 5 17% required in 100% · 2 open now · since Jun 2026
LlamaIndex 5 17% required in 100% · 2 open now · since Jun 2026
PyTorch 3 10% required in 100% · 2 open now · since Jul 2026
TensorFlow 3 10% required in 100% · 2 open now · since Jul 2026
Keras 2 7% required in 100% · 1 open now · since Jul 2026
Django 1 3% required in 100% · since Jul 2026
Spring Boot 1 3% required in 100% · 1 open now · since Aug 2026

What databases does Observe.AI use?

Cassandra is named in 7% of job postings at Observe.AI, followed by PostgreSQL (7%), Redis (7%).

Cassandra 2 7% required in 50% · 1 open now · since Jul 2026
PostgreSQL 2 7% required in 50% · 1 open now · since Jul 2026
Redis 2 7% required in 50% · 1 open now · since Jul 2026

What cloud and platforms does Observe.AI use?

Twilio is named in 17% of job postings at Observe.AI, followed by AWS (17%), SIEM (10%), Hugging Face (7%).

Twilio 5 17% required in 100% · 2 open now · since Jun 2026
AWS 5 17% required in 80% · 2 open now · since Aug 2026
SIEM 3 10% required in 100% · 1 open now · since Aug 2026
Hugging Face 2 7% required in 100% · 1 open now · since Jul 2026
Kubernetes 2 7% required in 100% · 2 open now · since Aug 2026
Apache Kafka 1 3% required in 100% · since Jul 2026
Azure 1 3% required in 100% · 1 open now · since Aug 2026
Docker Swarm 1 3% required in 100% · 1 open now · since Aug 2026
Show all (10)
GCP1
Postman1

What developer tools does Observe.AI use?

Copilot is named in 14% of job postings at Observe.AI, followed by Rest API (7%), Docker (3%), WebRTC (3%).

Copilot 4 14% required in 100% · 1 open now · since Jun 2026
Rest API 2 7% required in 50% · 1 open now · since Aug 2026
Docker 1 3% required in 100% · 1 open now · since Aug 2026
WebRTC 1 3% optional · 1 open now · since Aug 2026
WebSockets 1 3% optional · 1 open now · since Aug 2026
Wireshark 1 3% optional · 1 open now · since Aug 2026
gRPC 1 3% optional · 1 open now · since Aug 2026

What AI and ML technologies does Observe.AI use?

LLM is named in 28% of job postings at Observe.AI, followed by Claude (17%), Gemini (17%).

LLM 8 28% required in 100% · 4 open now · since Jun 2026
Claude 5 17% required in 100% · 2 open now · since Jun 2026
Gemini 5 17% required in 100% · 2 open now · since Jun 2026

Which engineering practices does Observe.AI ask for?

AI Agents is named in 86% of job postings at Observe.AI, followed by NLP (21%), RAG (21%), Machine Learning (14%).

AI Agents 25 86% required in 72% · 14 open now · since Feb 2026
NLP 6 21% required in 83% · 4 open now · since Jun 2026
RAG 6 21% required in 83% · 2 open now · since Jun 2026
Machine Learning 4 14% required in 75% · 2 open now · since Jun 2026
IAM 3 10% required in 100% · 1 open now · since Aug 2026
SLI/SLO/SLA 2 7% required in 100% · since Jul 2026
CI/CD 1 3% required in 100% · 1 open now · since Aug 2026
Multimodal AI 1 3% required in 100% · 1 open now · since Aug 2026
Show all (13)
RLHF1
Recommender Systems1
Reinforcement Learning1
Rollup1
Speech Recognition1

What does each Observe.AI team work with?

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

AI/ML

7 postings
LLM7
Python7
Claude5
Gemini5
JavaScript5
LangChain5

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How is the Observe.AI 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
Rest APIAug 2026
KubernetesAug 2026
JavaAug 2026
AWSAug 2026
IAMAug 2026
SIEMAug 2026
SLI/SLO/SLAJul 2026
PyTorchJul 2026

How modern is the Observe.AI stack?

Cutting-edge AI adopter 88/100

Observe.AI scores 88 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 Observe.AI stack in its industry?

Share of the 372 companies in the same industries, whose stack Alion knows, that use each technology.

Python67%
LLM54%
AWS53%
Claude36%
Gemini14%
JavaScript59%
LangChain18%
LlamaIndex6%
Twilio10%
PyTorch23%

Questions about the Observe.AI tech stack

What programming languages does Observe.AI use?

The languages named in Observe.AI job postings are Python (34%), JavaScript (17%), SQL (10%), Java (7%), Go (3%), as a share of the 29 postings of the last 12 months.

Does Observe.AI use LangChain?

Yes. LangChain is named in 5 of 29 job postings (17%) and required in 5 of them.

What cloud and platforms does Observe.AI use?

The cloud and platforms named in Observe.AI job postings are Twilio (5), AWS (5), SIEM (3) (postings in brackets).

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

AI/ML postings at Observe.AI most often require LLM (7), Python (7), Claude (5), Gemini (5), out of 7 postings in the last 12 months.

Is the Observe.AI tech stack changing?

Yes. Rest API, Kubernetes, Java, AWS first appeared in Observe.AI job postings in the last six months.

How modern is the Observe.AI tech stack?

Observe.AI scores 88 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 Observe.AI tech stack?

Alion reads every job posting Observe.AI publishes and tags the technologies each one names. The figures on this page count the 29 postings of the last 12 months and were updated on Oct 15, 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, "Observe.AI tech stack: 48 technologies from 29 job postings", as of Oct 15, 2026. https://alion.io/company/observe-ai/technologies

Licence: CC BY-SA 4.0JSON