Lifetech tech stack
Lifetech builds mostly with Python, SQL, Bash. Its stack also includes FastAPI, Flask, GitLab CI, Grafana. Python is named in 8 of the 9 job postings Lifetech published in the last 12 months (89%). Counted by Alion from the job postings of Lifetech, updated Oct 3, 2026.
What programming languages does Lifetech use?
Python is named in 89% of job postings at Lifetech, followed by SQL (67%), Bash (22%).
What frameworks and libraries does Lifetech use?
FastAPI is named in 33% of job postings at Lifetech, followed by Flask (33%), CatBoost (22%), NumPy (22%).
What databases does Lifetech use?
OpenSearch is named in 22% of job postings at Lifetech.
OpenSearch
2 22%
What cloud and platforms does Lifetech use?
GitLab CI is named in 22% of job postings at Lifetech, followed by Grafana (22%), Kubernetes (22%), Linux (22%).
GitLab CI
2 22%
Grafana
2 22%
Kubernetes
2 22%
Apache Kafka
1 11%
RabbitMQ
1 11%
Figma
1 11%
Postman
1 11%
What developer tools does Lifetech use?
Git is named in 56% of job postings at Lifetech, followed by WebSockets (33%), gRPC (33%), Alertmanager (22%).
Git
5 56%
WebSockets
3 33%
gRPC
3 33%
Alertmanager
2 22%
Ansible
2 22%
Docker
2 22%
Helm
2 22%
Jenkins
2 22%
Show all (13)
What AI and ML technologies does Lifetech use?
LLM is named in 33% of job postings at Lifetech.
LLM
3 33%
Which engineering practices does Lifetech ask for?
CI/CD is named in 67% of job postings at Lifetech, followed by AI Agents (44%), RAG (44%), Human-in-the-Loop (33%).
CI/CD
6 67%
AI Agents
4 44%
RAG
4 44%
Platform Engineering
2 22%
What does each Lifetech team work with?
The technologies each team's postings require most often, with the number of postings that require them.
AI/ML
3 postingsHow does your stack fit Lifetech?
How modern is the Lifetech stack?
Lifetech scores 77 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 Lifetech stack in its industry?
Share of the 1,871 companies in the same industries, whose stack Alion knows, that use each technology.
Companies with a stack like Lifetech
Questions about the Lifetech tech stack
What programming languages does Lifetech use?
The languages named in Lifetech job postings are Python (89%), SQL (67%), Bash (22%), as a share of the 9 postings of the last 12 months.
Does Lifetech use FastAPI?
Yes. FastAPI is named in 3 of 9 job postings (33%) and required in 3 of them.
What cloud and platforms does Lifetech use?
The cloud and platforms named in Lifetech job postings are GitLab CI (2), Grafana (2), Kubernetes (2) (postings in brackets).
What skills do you need for a AI/ML job at Lifetech?
AI/ML postings at Lifetech most often require FastAPI (3), Flask (3), LLM (3), Python (3), out of 3 postings in the last 12 months.
Is the Lifetech tech stack changing?
No new technology has appeared in Lifetech job postings in the last six months.
How modern is the Lifetech tech stack?
Lifetech scores 77 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 Lifetech tech stack?
Alion reads every job posting Lifetech 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 3, 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, "Lifetech tech stack: 39 technologies from 9 job postings", as of Oct 3, 2026. https://alion.io/company/lifetech/technologies