Alice tech stack

Alice builds mostly with Python, JavaScript, C++, SQL. Its stack also includes vLLM, AWS, React.js, LangChain. Python is named in 10 of the 32 job postings Alice published in the last 12 months (31%). Counted by Alion from the job postings of Alice, updated Oct 6, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Oct 6, 2026
Technologies in use
111
Postings analysed
32
Open now
21
Modernity
84 /100

What programming languages does Alice use?

Python is named in 31% of job postings at Alice, followed by JavaScript (19%), C++ (13%), SQL (9%).

Python 10 31% required in 90% · 9 open now · since Sep 2026
JavaScript 6 19% required in 50% · 5 open now · since Sep 2026
C++ 4 13% required in 75% · 4 open now · since Sep 2026
SQL 3 9% required in 100% · 3 open now · since Sep 2026
Dart 2 6% optional · 2 open now · since Sep 2026
Rust 1 3% required in 100% · 1 open now · since Sep 2026
Assembly 1 3% optional · since Sep 2026
Kotlin 1 3% optional · 1 open now · since Sep 2026
Show all (9)
YARA1

What frameworks and libraries does Alice use?

React.js is named in 13% of job postings at Alice, followed by LangChain (9%), React Native (9%), PyTorch (6%).

React.js 4 13% required in 25% · 3 open now · since Sep 2026
LangChain 3 9% required in 33% · 2 open now · since Sep 2026
React Native 3 9% optional · 3 open now · since Sep 2026
PyTorch 2 6% required in 100% · 1 open now · since Sep 2026
LangGraph 2 6% required in 50% · 2 open now · since Sep 2026
OpenAI Agents SDK 2 6% required in 50% · 2 open now · since Sep 2026
Flutter 2 6% optional · 2 open now · since Sep 2026
Asyncio 1 3% required in 100% · 1 open now · since Sep 2026
Show all (19)
AutoGen1
DSPy1
Hadoop1
Playwright1
PyO31
Pytest1
Scikit-learn1
Triton1
Matplotlib1
OpenTelemetry1
pgvector1

What databases does Alice use?

PostgreSQL is named in 3% of job postings at Alice.

PostgreSQL 1 3% optional · 1 open now · since Sep 2026

What cloud and platforms does Alice use?

vLLM is named in 19% of job postings at Alice, followed by AWS (16%), Linux (13%), Kubernetes (9%).

vLLM 6 19% required in 100% · 3 open now · since Sep 2026
AWS 5 16% required in 60% · 4 open now · since Sep 2026
Linux 4 13% required in 100% · 3 open now · since Sep 2026
Kubernetes 3 9% required in 33% · 2 open now · since Sep 2026
Anthropic 2 6% required in 100% · 2 open now · since Sep 2026
MLFlow 2 6% required in 100% · 2 open now · since Sep 2026
Spark 2 6% required in 100% · 2 open now · since Sep 2026
Windows 2 6% required in 100% · 2 open now · since Sep 2026
Show all (24)
AWS Bedrock2
Hugging Face2
Grafana2
Databricks1
LangSmith1
OpenAI1
AWS Lambda1
Amazon EC21
Amazon S31
Apache Kafka1
Azure1
GitHub Actions1
Power BI1
Recorded Future1
Tableau1
VirusTotal1

What developer tools does Alice use?

Frida is named in 16% of job postings at Alice, followed by Ghidra (16%), Docker (13%), IDA Pro (13%).

Frida 5 16% required in 80% · 4 open now · since Sep 2026
Ghidra 5 16% required in 60% · 4 open now · since Sep 2026
Docker 4 13% required in 75% · 2 open now · since Aug 2026
IDA Pro 4 13% required in 50% · 4 open now · since Sep 2026
Model Context Protocol 2 6% required in 100% · 1 open now · since Sep 2026
A2A 2 6% required in 50% · 1 open now · since Sep 2026
Wireshark 2 6% optional · 2 open now · since Sep 2026
Braintrust 1 3% required in 100% · 1 open now · since Sep 2026
Show all (18)
Claude Code1
Cursor1
Harbor1
OpenAI Codex1
pySpark1
x64dbg1
Prometheus1
SLURM1
Terraform1
YARA1

What AI and ML technologies does Alice use?

LLM is named in 25% of job postings at Alice, followed by Claude (3%), Gemini (3%), Grok (3%).

LLM 8 25% required in 100% · 5 open now · since Sep 2026
Claude 1 3% required in 100% · 1 open now · since Sep 2026
Gemini 1 3% required in 100% · 1 open now · since Sep 2026
Grok 1 3% required in 100% · 1 open now · since Sep 2026
Llama 1 3% optional · since Sep 2026
Mistral 1 3% optional · since Sep 2026

Which engineering practices does Alice ask for?

LLM Guardrails is named in 69% of job postings at Alice, followed by AI Agents (53%), Red Teaming (38%), Post-training (34%).

LLM Guardrails 22 69% required in 59% · 12 open now · since Aug 2026
AI Agents 17 53% required in 82% · 9 open now · since Aug 2026
Red Teaming 12 38% required in 92% · 10 open now · since Aug 2026
Post-training 11 34% required in 100% · 5 open now · since Sep 2026
Machine Learning 11 34% required in 82% · 6 open now · since Sep 2026
GRPO 9 28% required in 78% · 4 open now · since Sep 2026
Function Calling 8 25% required in 100% · 4 open now · since Sep 2026
Tool Use 8 25% required in 100% · 4 open now · since Sep 2026
Show all (34)
LLM Evaluation8
DPO6
SFT6
CI/CD4
Agentic Workflows3
Edge AI3
Reinforcement Learning2
RAG2
Anomaly Detection1
Computer Use1
ETL/ELT1
Embeddings1
Human-in-the-Loop1
Multimodal AI1
NIST AI RMF1
NLP1
PPO1
Prompt Engineering1
Realtime API1
SLI/SLO/SLA1
Structured Outputs1
Configuration Management1
FinOps1
HPC1
Multi-Agent Systems1
Reranking1

What does each Alice team work with?

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

AI/ML

12 postings
Python6
LLM5
Linux4
vLLM3
AWS2
C++2

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How modern is the Alice stack?

Cutting-edge AI adopter 84/100

Alice scores 84 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: 6; legacy ones: 0.

How common is the Alice stack in its industry?

Share of the 3,258 companies in the same industries, whose stack Alion knows, that use each technology.

Python61%
LLM39%
JavaScript49%
vLLM5%
AWS48%
C++16%
Linux25%
React.js34%
Kubernetes37%
LangChain17%

Questions about the Alice tech stack

What programming languages does Alice use?

The languages named in Alice job postings are Python (31%), JavaScript (19%), C++ (13%), SQL (9%), Dart (6%), as a share of the 32 postings of the last 12 months.

Does Alice use React.js?

Yes. React.js is named in 4 of 32 job postings (13%) and required in 1 of them.

What cloud and platforms does Alice use?

The cloud and platforms named in Alice job postings are vLLM (6), AWS (5), Linux (4) (postings in brackets).

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

AI/ML postings at Alice most often require Python (6), LLM (5), Linux (4), vLLM (3), out of 12 postings in the last 12 months.

Is the Alice tech stack changing?

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

How modern is the Alice tech stack?

Alice scores 84 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: 6; legacy ones: 0.

How does Alion know the Alice tech stack?

Alion reads every job posting Alice publishes and tags the technologies each one names. The figures on this page count the 32 postings of the last 12 months and were updated on Oct 6, 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, "Alice tech stack: 111 technologies from 32 job postings", as of Oct 6, 2026. https://alion.io/company/alice/technologies

Licence: CC BY-SA 4.0JSON