Echos tech stack

Echos builds mostly with Python, SQL, JavaScript, TypeScript. Its stack also includes AWS, Databricks, Snowflake, Amazon Redshift. Python is named in 5 of the 6 job postings Echos published in the last 12 months (83%). Counted by Alion from the job postings of Echos, updated Sep 27, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Sep 27, 2026
Technologies in use
53
Postings analysed
6
Open now
3
Modernity
82 /100

What programming languages does Echos use?

Python is named in 83% of job postings at Echos, followed by SQL (33%), JavaScript (17%), TypeScript (17%).

Python 5 83% required in 100% · 3 open now · since Jul 2026
SQL 2 33% required in 100% · 2 open now · since Aug 2026
JavaScript 1 17% required in 100% · since Jul 2026
TypeScript 1 17% required in 100% · since Jul 2026

What frameworks and libraries does Echos use?

PyTorch is named in 33% of job postings at Echos, followed by Scikit-learn (33%), TensorFlow (33%), LangChain (33%).

PyTorch 2 33% required in 100% · since Jul 2026
Scikit-learn 2 33% required in 100% · since Jul 2026
TensorFlow 2 33% required in 100% · since Jul 2026
LangChain 2 33% required in 50% · 1 open now · since Jul 2026
FAISS 1 17% required in 100% · 1 open now · since Jul 2026
FastAPI 1 17% required in 100% · 1 open now · since Jul 2026
Flask 1 17% required in 100% · 1 open now · since Jul 2026
LangGraph 1 17% required in 100% · 1 open now · since Jul 2026
Show all (12)
LlamaIndex1
Next.js1
React.js1
Redux1

What databases does Echos use?

Snowflake is named in 50% of job postings at Echos, followed by Amazon Redshift (33%), Pinecone (17%), Weaviate (17%).

Snowflake 3 50% required in 33% · 2 open now · since Jul 2026
Amazon Redshift 2 33% required in 100% · 2 open now · since Aug 2026
Pinecone 1 17% required in 100% · 1 open now · since Jul 2026
Weaviate 1 17% required in 100% · 1 open now · since Jul 2026
Apache Iceberg 1 17% optional · 1 open now · since Aug 2026
Delta Lake 1 17% optional · 1 open now · since Aug 2026

What cloud and platforms does Echos use?

AWS is named in 83% of job postings at Echos, followed by Databricks (67%), OpenAI (50%), Azure (50%).

AWS 5 83% required in 40% · 2 open now · since Jul 2026
Databricks 4 67% required in 50% · 2 open now · since Jul 2026
OpenAI 3 50% required in 67% · since Jul 2026
Azure 3 50% optional · since Jul 2026
GCP 3 50% optional · since Jul 2026
AWS Lambda 2 33% required in 100% · 2 open now · since Aug 2026
Amazon S3 2 33% required in 100% · 2 open now · since Aug 2026
Anthropic 2 33% required in 100% · since Jul 2026
Show all (15)
Spark2
Kubernetes2
Apache Kafka2
Airflow1
Amazon CloudWatch1
Amazon Kinesis1
AWS Step Functions1

What developer tools does Echos use?

Git is named in 33% of job postings at Echos, followed by pySpark (33%), Docker (33%), Rest API (33%).

Git 2 33% required in 100% · 1 open now · since Jul 2026
pySpark 2 33% required in 100% · 2 open now · since Aug 2026
Docker 2 33% required in 50% · 2 open now · since Aug 2026
Rest API 2 33% required in 50% · 1 open now · since Jul 2026
Terraform 2 33% required in 50% · 2 open now · since Aug 2026
AWS Glue 1 17% required in 100% · 1 open now · since Aug 2026
Jenkins 1 17% required in 100% · 1 open now · since Aug 2026
WebSockets 1 17% required in 100% · since Jul 2026

What AI and ML technologies does Echos use?

LLM is named in 67% of job postings at Echos.

LLM 4 67% required in 100% · 1 open now · since Jul 2026

Which engineering practices does Echos ask for?

Machine Learning is named in 50% of job postings at Echos, followed by AI Agents (50%), CI/CD (33%), ETL/ELT (33%).

Machine Learning 3 50% required in 100% · 1 open now · since Jul 2026
AI Agents 3 50% required in 33% · 1 open now · since Jul 2026
CI/CD 2 33% required in 100% · 2 open now · since Aug 2026
ETL/ELT 2 33% required in 100% · 2 open now · since Aug 2026
IAM 1 17% required in 100% · 1 open now · since Aug 2026
RAG 1 17% required in 100% · 1 open now · since Jul 2026
State Management 1 17% required in 100% · since Jul 2026

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How modern is the Echos stack?

Cutting-edge AI adopter 82/100

Echos scores 82 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 Echos stack in its industry?

Share of the 562 companies in the same industries, whose stack Alion knows, that use each technology.

AWS61%
Python72%
Databricks34%
LLM51%
Azure58%
GCP50%
OpenAI28%
Snowflake27%
AWS Lambda18%
Amazon Redshift17%

Questions about the Echos tech stack

What programming languages does Echos use?

The languages named in Echos job postings are Python (83%), SQL (33%), JavaScript (17%), TypeScript (17%), as a share of the 6 postings of the last 12 months.

Does Echos use PyTorch?

Yes. PyTorch is named in 2 of 6 job postings (33%) and required in 2 of them.

What cloud and platforms does Echos use?

The cloud and platforms named in Echos job postings are AWS (5), Databricks (4), OpenAI (3) (postings in brackets).

Is the Echos tech stack changing?

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

How modern is the Echos tech stack?

Echos scores 82 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 Echos tech stack?

Alion reads every job posting Echos publishes and tags the technologies each one names. The figures on this page count the 6 postings of the last 12 months and were updated on Sep 27, 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, "Echos tech stack: 53 technologies from 6 job postings", as of Sep 27, 2026. https://alion.io/company/echos/technologies

Licence: CC BY-SA 4.0JSON