Lifebit tech stack

Lifebit builds mostly with Python, SQL, Go, Java. Its stack also includes Kubernetes, AWS, AutoGen, CrewAI. LLM is named in 5 of the 5 job postings Lifebit published in the last 12 months (100%). Counted by Alion from the job postings of Lifebit, updated Sep 30, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Sep 30, 2026
Technologies in use
32
Postings analysed
5
Open now
5
Modernity
82 /100

What programming languages does Lifebit use?

Python is named in 40% of job postings at Lifebit, followed by SQL (20%), Go (20%), Java (20%).

Python 2 40% required in 50% · 2 open now · since Mar 2026
SQL 1 20% required in 100% · 1 open now · since Mar 2026
Go 1 20% optional · 1 open now · since May 2026
Java 1 20% optional · 1 open now · since May 2026
TypeScript 1 20% optional · 1 open now · since Mar 2026

What frameworks and libraries does Lifebit use?

AutoGen is named in 20% of job postings at Lifebit, followed by CrewAI (20%), LangChain (20%), LangGraph (20%).

AutoGen 1 20% required in 100% · 1 open now · since Mar 2026
CrewAI 1 20% required in 100% · 1 open now · since Mar 2026
LangChain 1 20% required in 100% · 1 open now · since Mar 2026
LangGraph 1 20% required in 100% · 1 open now · since Mar 2026
JAX 1 20% optional · 1 open now · since Mar 2026
PyTorch 1 20% optional · 1 open now · since Mar 2026
Scikit-learn 1 20% optional · 1 open now · since Mar 2026
TensorFlow 1 20% optional · 1 open now · since Mar 2026

What cloud and platforms does Lifebit use?

Kubernetes is named in 40% of job postings at Lifebit, followed by AWS (40%), Azure (40%), GCP (40%).

Kubernetes 2 40% required in 50% · 2 open now · since Mar 2026
AWS 2 40% optional · 2 open now · since Mar 2026
Azure 2 40% optional · 2 open now · since Mar 2026
GCP 2 40% optional · 2 open now · since Mar 2026
Langfuse 1 20% optional · 1 open now · since Mar 2026

What developer tools does Lifebit use?

Docker is named in 40% of job postings at Lifebit.

Docker 2 40% optional · 2 open now · since Mar 2026

What AI and ML technologies does Lifebit use?

LLM is named in 100% of job postings at Lifebit.

LLM 5 100% required in 60% · 5 open now · since Mar 2026

Which engineering practices does Lifebit ask for?

AI Agents is named in 60% of job postings at Lifebit, followed by RAG (40%), CI/CD (20%), Context Engineering (20%).

AI Agents 3 60% required in 100% · 3 open now · since Mar 2026
RAG 2 40% required in 100% · 2 open now · since Mar 2026
CI/CD 1 20% required in 100% · 1 open now · since May 2026
Context Engineering 1 20% required in 100% · 1 open now · since May 2026
Function Calling 1 20% required in 100% · 1 open now · since Mar 2026
Human-in-the-Loop 1 20% required in 100% · 1 open now · since Mar 2026
Incident Management 1 20% required in 100% · 1 open now · since May 2026
Knowledge Graph 1 20% required in 100% · 1 open now · since May 2026
Show all (12)
LLM Guardrails1
Machine Learning1
Fine-tuning1
NLP1

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How modern is the Lifebit stack?

Cutting-edge AI adopter 82/100

Lifebit 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 Lifebit stack in its industry?

Share of the 345 companies in the same industries, whose stack Alion knows, that use each technology.

LLM47%
AWS57%
Azure36%
GCP39%
Kubernetes41%
Python67%
AutoGen3%
CrewAI3%
Go16%
JAX3%

Questions about the Lifebit tech stack

What programming languages does Lifebit use?

The languages named in Lifebit job postings are Python (40%), SQL (20%), Go (20%), Java (20%), TypeScript (20%), as a share of the 5 postings of the last 12 months.

Does Lifebit use Kubernetes?

Yes. Kubernetes is named in 2 of 5 job postings (40%) and required in 1 of them.

What cloud and platforms does Lifebit use?

The cloud and platforms named in Lifebit job postings are Kubernetes (2), AWS (2), Azure (2) (postings in brackets).

Is the Lifebit tech stack changing?

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

How modern is the Lifebit tech stack?

Lifebit 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 Lifebit tech stack?

Alion reads every job posting Lifebit publishes and tags the technologies each one names. The figures on this page count the 5 postings of the last 12 months and were updated on Sep 30, 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, "Lifebit tech stack: 32 technologies from 5 job postings", as of Sep 30, 2026. https://alion.io/company/lifebit/technologies

Licence: CC BY-SA 4.0JSON