TTC tech stack

TTC builds mostly with Python, SQL, 1C, Bash. Its stack also includes Kubernetes, PostgreSQL, Apache Kafka, ClickHouse. Python is named in 7 of the 9 job postings TTC published in the last 12 months (78%). Counted by Alion from the job postings of TTC, updated Oct 1, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Oct 1, 2026
Technologies in use
69
Postings analysed
9
Modernity
87 /100

What programming languages does TTC use?

Python is named in 78% of job postings at TTC, followed by SQL (56%), 1C (22%), Bash (11%).

Python 7 78% required in 100% · since Jul 2026
SQL 5 56% required in 100% · since Jul 2026
1C 2 22% required in 100% · since Aug 2026
Bash 1 11% required in 100% · since Jul 2026
Java 1 11% required in 100% · since Jul 2026
JavaScript 1 11% required in 100% · since Jul 2026
TypeScript 1 11% required in 100% · since Jul 2026

What frameworks and libraries does TTC use?

Dagster is named in 22% of job postings at TTC, followed by FAISS (22%), LangChain (22%), LangGraph (22%).

Dagster 2 22% required in 100% · since Aug 2026
FAISS 2 22% required in 100% · since Aug 2026
LangChain 2 22% required in 100% · since Aug 2026
LangGraph 2 22% required in 100% · since Aug 2026
LlamaIndex 2 22% required in 100% · since Aug 2026
Triton 2 22% required in 100% · since Aug 2026
pgvector 2 22% required in 100% · since Aug 2026
Angular 1 11% required in 100% · since Jul 2026
Show all (12)
Django1
FastAPI1
React.js1
Vue.js1

What databases does TTC use?

PostgreSQL is named in 56% of job postings at TTC, followed by ClickHouse (22%), Greenplum (22%), Milvus (22%).

PostgreSQL 5 56% required in 60% · since Jul 2026
ClickHouse 2 22% required in 100% · since Aug 2026
Greenplum 2 22% required in 100% · since Aug 2026
Milvus 2 22% required in 100% · since Aug 2026
Qdrant 2 22% required in 100% · since Aug 2026
Vertica 2 22% required in 100% · since Aug 2026
MariaDB 1 11% required in 100% · since Jul 2026
MySQL 1 11% required in 100% · since Jul 2026
Show all (9)
OpenSearch1

What cloud and platforms does TTC use?

Kubernetes is named in 56% of job postings at TTC, followed by Apache Kafka (33%), Grafana (33%), Langfuse (22%).

Kubernetes 5 56% required in 100% · since Jul 2026
Apache Kafka 3 33% required in 100% · since Jul 2026
Grafana 3 33% required in 33% · since Jul 2026
Langfuse 2 22% required in 100% · since Aug 2026
Ollama 2 22% required in 100% · since Aug 2026
Spark 2 22% required in 100% · since Aug 2026
TGI 2 22% required in 100% · since Aug 2026
vLLM 2 22% required in 100% · since Aug 2026
Show all (14)
GitHub1
GitHub Actions1
GitLab1
GitLab CI1
Linux1
RabbitMQ1

What developer tools does TTC use?

Docker is named in 56% of job postings at TTC, followed by Prometheus (33%), Microsoft Excel (22%), dbt (22%).

Docker 5 56% required in 100% · since Jul 2026
Prometheus 3 33% required in 33% · since Jul 2026
Microsoft Excel 2 22% required in 100% · since Aug 2026
dbt 2 22% optional · since Aug 2026
Ansible 1 11% required in 100% · since Jul 2026
Git 1 11% required in 100% · since Jul 2026
HashiCorp Vault 1 11% required in 100% · since Jul 2026
Jenkins 1 11% required in 100% · since Jul 2026
Show all (14)
Loki1
Nginx1
Rest API1
Terraform1
Vault1
Zabbix1

What AI and ML technologies does TTC use?

LLM is named in 44% of job postings at TTC, followed by LoRA (22%), QLoRA (22%), Whisper (22%).

LLM 4 44% required in 100% · since Aug 2026
LoRA 2 22% required in 100% · since Aug 2026
QLoRA 2 22% required in 100% · since Aug 2026
Whisper 2 22% required in 100% · since Aug 2026
PEFT 2 22% optional · since Aug 2026

Which engineering practices does TTC ask for?

ETL/ELT is named in 22% of job postings at TTC, followed by Fine-tuning (22%), NLP (22%), RAG (22%).

ETL/ELT 2 22% required in 100% · since Aug 2026
Fine-tuning 2 22% required in 100% · since Aug 2026
NLP 2 22% required in 100% · since Aug 2026
RAG 2 22% required in 100% · since Aug 2026
SLI/SLO/SLA 2 22% required in 100% · since Aug 2026
CI/CD 1 11% required in 100% · since Jul 2026
DNS 1 11% required in 100% · since Jul 2026
TCP/IP 1 11% required in 100% · since Jul 2026

How does your stack fit TTC?

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

How modern is the TTC stack?

Cutting-edge AI adopter 87/100

TTC scores 87 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: 5; legacy ones: 0.

How common is the TTC stack in its industry?

Share of the 231 companies in the same industries, whose stack Alion knows, that use each technology.

Python55%
Kubernetes34%
PostgreSQL32%
SQL47%
LLM21%
Apache Kafka23%
Grafana22%
1C13%
ClickHouse5%
Dagster2%

Questions about the TTC tech stack

What programming languages does TTC use?

The languages named in TTC job postings are Python (78%), SQL (56%), 1C (22%), Bash (11%), Java (11%), as a share of the 9 postings of the last 12 months.

Does TTC use Dagster?

Yes. Dagster is named in 2 of 9 job postings (22%) and required in 2 of them.

What cloud and platforms does TTC use?

The cloud and platforms named in TTC job postings are Kubernetes (5), Apache Kafka (3), Grafana (3) (postings in brackets).

Is the TTC tech stack changing?

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

How modern is the TTC tech stack?

TTC scores 87 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: 5; legacy ones: 0.

How does Alion know the TTC tech stack?

Alion reads every job posting TTC publishes and tags the technologies each one names. The figures on this page count the 9 postings of the last 12 months and were updated on Oct 1, 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, "TTC tech stack: 69 technologies from 9 job postings", as of Oct 1, 2026. https://alion.io/company/ttc/technologies

Licence: CC BY-SA 4.0JSON