Xaira Therapeutics tech stack

Xaira Therapeutics builds mostly with Python, C#, C++, SQL. Its stack also includes PyTorch, AWS, JAX, GitHub. Python is named in 11 of the 17 job postings Xaira Therapeutics published in the last 12 months (65%). Counted by Alion from the job postings of Xaira Therapeutics, updated Oct 18, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Oct 18, 2026
Technologies in use
60
Postings analysed
17
Open now
16
Modernity
77 /100
New in 6 months
3

What programming languages does Xaira Therapeutics use?

Python is named in 65% of job postings at Xaira Therapeutics, followed by C# (12%), C++ (6%), SQL (6%).

Python 11 65% required in 55% · 10 open now · since Jan 2026
C# 2 12% required in 50% · 2 open now · since Aug 2026
C++ 1 6% required in 100% · 1 open now · since Aug 2026
SQL 1 6% optional · 1 open now · since Sep 2026

What frameworks and libraries does Xaira Therapeutics use?

PyTorch is named in 29% of job postings at Xaira Therapeutics, followed by JAX (12%), TensorFlow (12%), MoveIt (6%).

PyTorch 5 29% required in 100% · 5 open now · since Oct 2025
JAX 2 12% required in 100% · 2 open now · since Mar 2026
TensorFlow 2 12% required in 100% · 2 open now · since Jan 2026
MoveIt 1 6% required in 100% · 1 open now · since Aug 2026
NumPy 1 6% required in 100% · since Jun 2026
ROS2 1 6% required in 100% · 1 open now · since Aug 2026
Scikit-learn 1 6% required in 100% · since Jun 2026
AutoGen 1 6% optional · 1 open now · since Aug 2026
Show all (16)
CUDA1
LangChain1
LangGraph1
MuJoCo1
OpenAI Agents SDK1
OpenCV1
Pydantic AI1
ROS1

What cloud and platforms does Xaira Therapeutics use?

AWS is named in 12% of job postings at Xaira Therapeutics, followed by GitHub (6%), Kubernetes (6%), Unix (6%).

AWS 2 12% required in 50% · 1 open now · since Jun 2026
GitHub 1 6% required in 100% · since Jun 2026
Kubernetes 1 6% required in 100% · 1 open now · since Jun 2026
Unix 1 6% required in 100% · since Jun 2026
CUDA Toolkit 1 6% optional · 1 open now · since Aug 2026
PubMed 1 6% optional · 1 open now · since Jun 2026

What developer tools does Xaira Therapeutics use?

Model Context Protocol is named in 12% of job postings at Xaira Therapeutics, followed by Docker (6%), Microsoft Excel (6%), SLURM (6%).

Model Context Protocol 2 12% required in 50% · 2 open now · since Jun 2026
Docker 1 6% required in 100% · since Jun 2026
Microsoft Excel 1 6% required in 100% · 1 open now · since Aug 2026
SLURM 1 6% required in 100% · 1 open now · since Jun 2026
Ansible 1 6% optional · 1 open now · since Jun 2026
Foxglove Studio 1 6% optional · 1 open now · since Aug 2026
Gazebo 1 6% optional · 1 open now · since Aug 2026
Isaac Sim 1 6% optional · 1 open now · since Aug 2026
Show all (11)
ONNX1
TensorRT1
Terraform1

What AI and ML technologies does Xaira Therapeutics use?

LLM is named in 12% of job postings at Xaira Therapeutics.

LLM 2 12% required in 100% · 2 open now · since Mar 2026

Which engineering practices does Xaira Therapeutics ask for?

Machine Learning is named in 47% of job postings at Xaira Therapeutics, followed by Multimodal AI (29%), AI Agents (18%), Function Calling (12%).

Machine Learning 8 47% required in 88% · 7 open now · since Oct 2025
Multimodal AI 5 29% required in 100% · 4 open now · since Jan 2026
AI Agents 3 18% required in 67% · 3 open now · since Mar 2026
Function Calling 2 12% required in 100% · 2 open now · since Mar 2026
Self-Supervised Learning 2 12% required in 100% · 2 open now · since Jan 2026
Tool Use 2 12% required in 100% · 2 open now · since Mar 2026
CI/CD 1 6% required in 100% · 1 open now · since May 2026
Computer Vision 1 6% required in 100% · 1 open now · since Aug 2026
Show all (22)
Digital Twin1
Edge AI1
Fine-tuning1
Interpretability1
Knowledge Graph1
Localization1
Motion Planning1
Multi-Agent Systems1
RAG1
Reinforcement Learning1
Synthetic Data1
Imitation Learning1
Reinforcement Learning1
SLAM1

What does each Xaira Therapeutics team work with?

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

AI/ML

7 postings
PyTorch5
Python3
JAX2
TensorFlow2

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How much does Xaira Therapeutics pay by technology?

Median stated pay of the postings that name each technology, against the median of all Xaira Therapeutics postings with stated pay: $205k across 17 postings.

TechnologyPostings with payMedianvs company median
Python11$226k+10%
PyTorch5$265k+29%

How is the Xaira Therapeutics stack changing?

Read from the dates of the postings themselves: a technology is new when the first posting that names it appeared in the last six months, rising or falling when its share of postings moved between the last two quarters.

First appeared
C#Aug 2026
AWSJun 2026
Model Context ProtocolJun 2026
Not named for 6 months
TensorFlowMar 2026

How modern is the Xaira Therapeutics stack?

Cutting-edge AI adopter 77/100

Xaira Therapeutics 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 Xaira Therapeutics stack in its industry?

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

Python48%
PyTorch19%
AWS27%
C#3%
JAX6%
LLM19%
TensorFlow6%
AutoGen1%
C++6%
CUDA5%

Questions about the Xaira Therapeutics tech stack

What programming languages does Xaira Therapeutics use?

The languages named in Xaira Therapeutics job postings are Python (65%), C# (12%), C++ (6%), SQL (6%), as a share of the 17 postings of the last 12 months.

Does Xaira Therapeutics use PyTorch?

Yes. PyTorch is named in 5 of 17 job postings (29%) and required in 5 of them.

What cloud and platforms does Xaira Therapeutics use?

The cloud and platforms named in Xaira Therapeutics job postings are AWS (2), GitHub (1), Kubernetes (1) (postings in brackets).

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

AI/ML postings at Xaira Therapeutics most often require PyTorch (5), Python (3), JAX (2), TensorFlow (2), out of 7 postings in the last 12 months.

Is the Xaira Therapeutics tech stack changing?

Yes. C#, AWS, Model Context Protocol first appeared in Xaira Therapeutics job postings in the last six months.

How modern is the Xaira Therapeutics tech stack?

Xaira Therapeutics 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 Xaira Therapeutics tech stack?

Alion reads every job posting Xaira Therapeutics publishes and tags the technologies each one names. The figures on this page count the 17 postings of the last 12 months and were updated on Oct 18, 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, "Xaira Therapeutics tech stack: 60 technologies from 17 job postings", as of Oct 18, 2026. https://alion.io/company/xaira-therapeutics/technologies

Licence: CC BY-SA 4.0JSON