xAI
AI Research Labs · Foundation Models

xAI tech stack

xAI builds mostly with Python, Rust, C++, SQL. Its stack also includes Windows, Kubernetes, JAX, PyTorch. Python is named in 89 of the 229 job postings xAI published in the last 12 months (39%). Counted by Alion from the job postings of xAI, updated Nov 12, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Nov 12, 2026
Technologies in use
214
Postings analysed
229
Open now
136
Modernity
77 /100
New in 6 months
8

What programming languages does xAI use?

Python is named in 39% of job postings at xAI, followed by Rust (23%), C++ (18%), SQL (13%).

Python 89 39% required in 57% · 58 open now · since Nov 2024
Rust 52 23% required in 69% · 36 open now · since Oct 2024
C++ 42 18% required in 93% · 28 open now · since Oct 2024
SQL 30 13% required in 50% · 17 open now · since Sep 2025
Java 18 8% required in 33% · 13 open now · since Jul 2025
JavaScript 13 6% required in 38% · 9 open now · since Mar 2026
Go 12 5% required in 42% · 9 open now · since Aug 2025
Bash 11 5% optional · 6 open now · since May 2025
Show all (18)
TypeScript8
Scala8
PowerShell7
Swift4
C#4
Sass4
MATLAB4
Kotlin3
Node JS1
Perl1

What frameworks and libraries does xAI use?

JAX is named in 7% of job postings at xAI, followed by PyTorch (7%), Ray (3%), CUDA (2%).

JAX 17 7% required in 88% · 11 open now · since Apr 2025
PyTorch 17 7% required in 88% · 11 open now · since Apr 2025
Ray 8 3% optional · 3 open now · since Oct 2025
CUDA 5 2% required in 60% · 4 open now · since Apr 2025
React.js 5 2% required in 20% · 2 open now · since Mar 2026
NCCL 5 2% optional · 5 open now · since Jul 2026
Flink 4 2% required in 100% · 4 open now · since Jul 2025
UIKit 4 2% required in 100% · 2 open now · since Nov 2025
Show all (23)
Combine4
SGLang4
XLA4
CUTLASS3
Jetpack Compose3
Hadoop3
SwiftUI2
AVFoundation2
Angular2
TensorRT-LLM2
Triton2
NumPy1
Scikit-learn1
Next.js1
OpenTelemetry1

What databases does xAI use?

ClickHouse is named in 3% of job postings at xAI, followed by PostgreSQL (3%), Google BigQuery (3%), MySQL (1%).

ClickHouse 8 3% required in 38% · 6 open now · since Apr 2025
PostgreSQL 7 3% required in 57% · 4 open now · since Nov 2025
Google BigQuery 6 3% required in 50% · 3 open now · since Apr 2026
MySQL 3 1% required in 100% · 3 open now · since Jun 2026
DynamoDB 2 1% required in 100% · 2 open now · since Aug 2026
Trino 2 1% required in 100% · 2 open now · since Jul 2025
OpenSearch 2 1% optional · 1 open now · since May 2026
Snowflake 2 1% optional · 1 open now · since Apr 2026
Show all (14)
Vertica1
Cassandra1
CockroachDB1
ElasticSearch1
HBase1
InfluxDB1

What cloud and platforms does xAI use?

Windows is named in 17% of job postings at xAI, followed by Kubernetes (11%), Linux (10%), AWS (9%).

Windows 40 17% required in 15% · 4 open now · since Sep 2025
Kubernetes 25 11% required in 40% · 16 open now · since Jul 2025
Linux 24 10% required in 46% · 14 open now · since May 2025
AWS 20 9% required in 50% · 13 open now · since Nov 2024
GCP 18 8% required in 56% · 12 open now · since Nov 2024
Azure 16 7% required in 56% · 9 open now · since Nov 2024
Grafana 12 5% required in 25% · 8 open now · since Jul 2025
Spark 11 5% required in 36% · 7 open now · since Jul 2025
Show all (41)
Apache Kafka8
Power BI8
Tableau6
GitHub Actions6
SIEM4
Active Directory4
Looker4
Amazon CloudWatch4
Wazuh4
vLLM4
Microsoft Entra ID3
Okta3
VMWare3
Azure AKS2
Windows Server2
New Relic2
Splunk2
Runway2
Amazon EKS1
DLP1
GitHub1
Google GKE1
LDAP1
Microsoft Defender1
Microsoft Defender for Cloud1
Microsoft Sentinel1
PagerDuty1
RabbitMQ1
Superset1
.NET1
Azure DevOps1
Databricks1

And 1 more, each named in fewer postings.

What developer tools does xAI use?

AutoCAD is named in 8% of job postings at xAI, followed by Terraform (6%), Prometheus (3%), Rest API (3%).

AutoCAD 18 8% required in 22% · 17 open now · since Dec 2025
Terraform 14 6% required in 64% · 8 open now · since Jul 2025
Prometheus 8 3% required in 25% · 6 open now · since Jul 2025
Rest API 7 3% required in 57% · 6 open now · since Nov 2025
Ansible 7 3% required in 43% · 5 open now · since May 2026
gRPC 7 3% required in 29% · 5 open now · since Nov 2025
Docker 7 3% optional · 4 open now · since Aug 2025
Puppet 6 3% required in 67% · 4 open now · since Mar 2026
Show all (50)
ETAP6
InfiniBand5
NVLink5
PSCAD5
DNP34
SLURM4
Wireshark4
CloudFormation3
IEC 618503
OPC UA3
PSS/E3
ArgoCD3
Gradle3
Tcpdump3
TensorRT3
Hyper-V2
Helm2
Kyverno2
Adobe After Effects2
DaVinci Resolve2
Microsoft Excel2
PowerWorld2
Simulink2
SolidWorks2
TPU2
VictoriaMetrics2
Bicep1
GraphQL1
KVM1
Pulumi1
QEMU1
Vault1

And 10 more, each named in fewer postings.

What AI and ML technologies does xAI use?

LLM is named in 6% of job postings at xAI, followed by Kling (1%), BERT (<1%).

LLM 13 6% required in 31% · 11 open now · since Nov 2024
Kling 2 1% optional · since Feb 2026
BERT 1 <1% optional · 1 open now · since Aug 2026

Which engineering practices does xAI ask for?

Speech Recognition is named in 12% of job postings at xAI, followed by Machine Learning (10%), CI/CD (9%), IAM (6%).

Speech Recognition 28 12% required in 100% · since Mar 2026
Machine Learning 22 10% required in 64% · 9 open now · since Nov 2024
CI/CD 21 9% required in 71% · 14 open now · since Oct 2024
IAM 13 6% required in 46% · 9 open now · since Jan 2026
HPC 11 5% required in 36% · 10 open now · since Jun 2026
Post-training 10 4% required in 100% · 5 open now · since Mar 2026
A/B Testing 10 4% required in 80% · 6 open now · since Apr 2026
AI Agents 10 4% required in 30% · 4 open now · since Mar 2026
Show all (64)
Pre-training8
Multimodal AI7
NERC CIP7
Reinforcement Learning7
TCP/IP7
Fine-tuning6
Reward Modeling6
EU AI Act6
Configuration Management6
GitOps6
SFT6
DNS5
Reactive Programming5
ISO 420014
BGP4
DHCP4
Knowledge Distillation4
Model Distillation4
OSPF3
Quantization3
Tokenization3
NIST AI RMF3
Synthetic Data3
Time Series3
eBPF3
DPO2
Function Calling2
Grid-Forming Inverters2
Incident Management2
KV Cache2
RLHF2
SLI/SLO/SLA2

And 24 more, each named in fewer postings.

What other technologies does xAI use?

Kotlin Coroutines is named in 1% of job postings at xAI.

Kotlin Coroutines 2 1% required in 100% · 1 open now · since Nov 2026

What does each xAI team work with?

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

AI/ML

51 postings
C++16
Python16
Rust16
JAX14
PyTorch14

Backend

37 postings
C++19
Rust15
Python8
Linux7
Go5
PostgreSQL4

Industrial Engineering

23 postings
SQL3
DNP32
IEC 618502
Power BI2

Security

18 postings
AWS7
GCP7
Kubernetes7
Terraform7
Azure6
Python6

DevOps

9 postings
Python4
C++2
Grafana2
InfiniBand2
Java2
NVLink2

See the open roles

How does your stack fit xAI?

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

How much does xAI pay by technology?

Median stated pay of the postings that name each technology, against the median of all xAI postings with stated pay: $268k across 122 postings.

TechnologyPostings with payMedianvs company median
Python56$330k+23%
Rust44$375k+40%
C++34$375k+40%
Windows30$90k−66%
Kubernetes18$354k+32%
JAX17$440k+64%
PyTorch17$440k+64%
AWS14$243k−9%
Java13$330k+23%
GCP12$228k−15%

How is the xAI 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
Kotlin CoroutinesNov 2026
SolidWorksSep 2026
OPC UASep 2026
FMEASep 2026
SLI/SLO/SLAAug 2026
PSS/EAug 2026
Grid-Forming InvertersAug 2026
PowerWorldAug 2026
Rising
AutoCAD2% → 12%
NERC CIP0% → 6%
ETAP0% → 5%
Kubernetes5% → 9%
Terraform3% → 7%
Grafana3% → 7%
Ray0% → 4%
PSCAD0% → 4%
Falling
Windows31% → 4%
Speech Recognition24% → 0%
Linux17% → 9%
Apache Kafka7% → 2%
Scala7% → 2%
Azure9% → 5%
TCP/IP7% → 3%
DHCP5% → 1%
Not named for 6 months
SwiftUIFeb 2026
AVFoundationFeb 2026
EmbeddingsDec 2025
RAGDec 2025

How modern is the xAI stack?

Cutting-edge AI adopter 77/100

xAI 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: 3; legacy ones: 0.

How common is the xAI stack in its industry?

Share of the 483 companies in the same industries, whose stack Alion knows, that use each technology.

Python68%
Rust20%
C++29%
Windows14%
SQL39%
Kubernetes47%
Linux29%
AWS47%
GCP39%
Java20%

What sets xAI apart

Scala4%
Active Directory3%
Amazon CloudWatch4%
Combine2%
Sass2%
UIKit4%
Wazuh0%
XLA4%
Jetpack Compose4%
VMWare3%

xAI products in its job postings

Postings at xAI name its own products. They describe what the company makes, so they are left out of the stack above.

Grok28

Questions about the xAI tech stack

What programming languages does xAI use?

The languages named in xAI job postings are Python (39%), Rust (23%), C++ (18%), SQL (13%), Java (8%), as a share of the 229 postings of the last 12 months.

Does xAI use JAX?

Yes. JAX is named in 17 of 229 job postings (7%) and required in 15 of them.

What cloud and platforms does xAI use?

The cloud and platforms named in xAI job postings are Windows (40), Kubernetes (25), Linux (24) (postings in brackets).

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

AI/ML postings at xAI most often require C++ (16), Python (16), Rust (16), JAX (14), out of 51 postings in the last 12 months.

Is the xAI tech stack changing?

Yes. Kotlin Coroutines, SolidWorks, OPC UA, FMEA first appeared in xAI job postings in the last six months.

How modern is the xAI tech stack?

xAI 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: 3; legacy ones: 0.

How does Alion know the xAI tech stack?

Alion reads every job posting xAI publishes and tags the technologies each one names. The figures on this page count the 229 postings of the last 12 months and were updated on Nov 12, 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, "xAI tech stack: 214 technologies from 229 job postings", as of Nov 12, 2026. https://alion.io/company/xai/technologies

Licence: CC BY-SA 4.0JSON