xAI tech stack

xAI builds mostly with Python, Rust, C++, SQL. Its stack also includes Windows, Kubernetes, PostgreSQL, ClickHouse. Python is named in 56 of the 119 job postings xAI published in the last 12 months (47%). Counted by Alion from the job postings of xAI, updated Sep 27, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Sep 27, 2026
Technologies in use
180
Postings analysed
119
Open now
90
Modernity
73 /100
New in 6 months
8

What programming languages does xAI use?

Python is named in 47% of job postings at xAI, followed by Rust (27%), C++ (15%), SQL (15%).

Python 56 47% required in 54% · 46 open now · since Nov 2024
Rust 32 27% required in 66% · 28 open now · since Oct 2024
C++ 18 15% required in 83% · 17 open now · since Oct 2024
SQL 18 15% required in 50% · 13 open now · since Sep 2025
Java 12 10% required in 67% · 11 open now · since Jul 2025
Go 10 8% required in 70% · 7 open now · since Aug 2025
Bash 9 8% optional · 7 open now · since May 2025
JavaScript 8 7% required in 50% · 5 open now · since Mar 2026
Show all (17)
PowerShell7
TypeScript6
Scala6
MATLAB3
Swift2
Sass2
C#2
Kotlin1
Node JS1

What frameworks and libraries does xAI use?

PyTorch is named in 4% of job postings at xAI, followed by Ray (4%), JAX (3%), PyTorch C++ (3%).

PyTorch 5 4% required in 60% · 5 open now · since Apr 2025
Ray 5 4% required in 40% · 4 open now · since Oct 2025
JAX 4 3% required in 50% · 4 open now · since Apr 2025
PyTorch C++ 4 3% required in 50% · 4 open now · since Mar 2026
React.js 4 3% required in 25% · 2 open now · since Mar 2026
CUDA 3 3% required in 67% · 3 open now · since Apr 2025
NCCL 3 3% required in 67% · 3 open now · since Jul 2026
Combine 2 2% required in 100% · 2 open now · since Nov 2025
Show all (22)
Flink2
SwiftUI2
UIKit2
Hadoop2
XLA2
AVFoundation2
SGLang2
CUTLASS1
Jetpack Compose1
NumPy1
Scikit-learn1
Angular1
Next.js1
OpenTelemetry1

What databases does xAI use?

PostgreSQL is named in 5% of job postings at xAI, followed by ClickHouse (4%), Google BigQuery (3%), BigQuery (2%).

PostgreSQL 6 5% required in 83% · 3 open now · since Nov 2025
ClickHouse 5 4% required in 80% · 3 open now · since Apr 2025
Google BigQuery 4 3% required in 50% · 1 open now · since Apr 2026
BigQuery 2 2% required in 100% · 1 open now · since Jul 2026
MySQL 2 2% required in 100% · 2 open now · since Jun 2026
OpenSearch 2 2% optional · 1 open now · since May 2026
CockroachDB 1 1% required in 100% · 1 open now · since Dec 2025
DynamoDB 1 1% required in 100% · 1 open now · since Aug 2026
Show all (14)
ElasticSearch1
Trino1
Vertica1
Cassandra1
HBase1
Snowflake1

What cloud and platforms does xAI use?

Windows is named in 13% of job postings at xAI, followed by Kubernetes (13%), Linux (13%), AWS (9%).

Windows 16 13% required in 38% · 6 open now · since Sep 2025
Kubernetes 15 13% required in 40% · 11 open now · since Jul 2025
Linux 15 13% required in 40% · 11 open now · since May 2025
AWS 11 9% required in 64% · 9 open now · since Nov 2024
GCP 10 8% required in 70% · 9 open now · since Nov 2024
Azure 9 8% required in 78% · 7 open now · since Nov 2024
Apache Kafka 5 4% required in 100% · 4 open now · since Apr 2025
Power BI 5 4% required in 60% · 4 open now · since Apr 2026
Show all (34)
Spark5
Grafana5
Active Directory3
CUDA Toolkit3
Tableau3
Microsoft Entra ID2
Okta2
VMWare2
Windows Server2
Looker2
GitHub Actions2
vLLM2
Azure AKS1
DLP1
Microsoft Defender1
Microsoft Defender for Cloud1
Microsoft Sentinel1
New Relic1
RabbitMQ1
SIEM1
Splunk1
.NET1
Amazon CloudWatch1
Azure DevOps1
Kibana1
Wazuh1

What developer tools does xAI use?

AutoCAD is named in 9% of job postings at xAI, followed by Terraform (8%), Ansible (6%), gRPC (5%).

AutoCAD 11 9% required in 45% · 10 open now · since Dec 2025
Terraform 10 8% required in 50% · 8 open now · since Jul 2025
Ansible 7 6% required in 43% · 6 open now · since May 2026
gRPC 6 5% required in 33% · 5 open now · since Nov 2025
Rest API 5 4% required in 40% · 5 open now · since Nov 2025
Docker 5 4% optional · 3 open now · since Aug 2025
Puppet 3 3% required in 33% · 3 open now · since Mar 2026
Hyper-V 2 2% required in 100% · 2 open now · since Aug 2026
Show all (38)
NVLink2
ArgoCD2
InfiniBand2
Microsoft Excel2
Prometheus2
Wireshark2
Bicep1
CAPA1
CloudFormation1
GraphQL1
KVM1
OPC UA1
Pulumi1
QEMU1
QGIS1
TPU1
Vault1
Gradle1
Helm1
Jenkins1
Kong1
Kyverno1
SLURM1
Simulink1
SolidWorks1
Tcpdump1
TensorRT1
VictoriaMetrics1
containerd1
k61

What AI and ML technologies does xAI use?

LLM is named in 5% of job postings at xAI, followed by BERT (1%).

LLM 6 5% required in 17% · 4 open now · since Nov 2024
BERT 1 1% optional · 1 open now · since Aug 2026

Which engineering practices does xAI ask for?

Machine Learning is named in 12% of job postings at xAI, followed by CI/CD (8%), Speech Recognition (7%), HPC (6%).

Machine Learning 14 12% required in 64% · 8 open now · since Nov 2024
CI/CD 9 8% required in 78% · 7 open now · since Oct 2024
Speech Recognition 8 7% required in 100% · since Apr 2026
HPC 7 6% required in 43% · 6 open now · since Apr 2026
AI Agents 6 5% required in 100% · 4 open now · since Jan 2026
SLI/SLO/SLA 6 5% required in 83% · 4 open now · since Jul 2026
IAM 6 5% required in 50% · 6 open now · since Jan 2026
TCP/IP 6 5% required in 33% · 6 open now · since Jul 2025
Show all (53)
Edge AI5
Multimodal AI5
Post-training4
A/B Testing4
GitOps4
Reinforcement Learning4
Reactive Programming3
Reward Modeling3
BGP3
DHCP3
DNS3
OSPF3
SFT3
Synthetic Data3
Configuration Management3
EU AI Act2
Fine-tuning2
Pre-training2
VLAN2
Time Series Forecasting2
Tokenization2
Embeddings2
RAG2
DPO1
ETL/ELT1
Function Calling1
ISO 420011
Incident Management1
Knowledge Distillation1
Model Distillation1
Path Planning1
RLHF1

And 13 more, each named in fewer postings.

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

21 postings
Python8
Rust8
C++4
Kubernetes2
PyTorch2
PyTorch C++2

Backend

19 postings
Rust9
Go7
C++6
Python6
PostgreSQL5
ClickHouse3

Networking

8 postings
Ansible2
NCCL2
Python2
Windows2

DevOps

7 postings
Python4
AWS2
Azure2
C++2
GCP2
Java2

See the open roles

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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: $352k across 60 postings.

TechnologyPostings with payMedianvs company median
Python33$440k+25%
Rust27$440k+25%
C++13$440k+25%
Kubernetes13$440k+25%
Java9$400k+14%
Go9$400k+14%
Windows9$90k−74%
AWS8$258k−27%
GCP7$258k−27%
Scala6$375k+6%

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
VLANAug 2026
MATLABAug 2026
Microsoft ExcelAug 2026
Hyper-VAug 2026
SLI/SLO/SLAJul 2026
NCCLJul 2026
NVLinkJul 2026
InfiniBandJul 2026
Rising
Bash0% → 11%
C++7% → 17%
SLI/SLO/SLA0% → 9%
TCP/IP0% → 9%
Linux7% → 15%
PowerShell0% → 8%
AWS3% → 9%
GCP3% → 9%
Falling
Rust33% → 15%
Kubernetes20% → 3%
Go17% → 2%
Java17% → 6%
Scala13% → 2%
Machine Learning20% → 11%
Speech Recognition13% → 6%
HPC10% → 6%
Not named for 6 months
Synthetic DataMar 2026
Reactive ProgrammingFeb 2026
SassMar 2026
CombineFeb 2026
SwiftFeb 2026
SwiftUIFeb 2026
UIKitFeb 2026
AVFoundationFeb 2026

How modern is the xAI stack?

Modern AI adopter 73/100

xAI scores 73 out of 100 (Modern). The score averages how current each technology in the stack is and adds weight for AI adoption. AI technologies in the stack: 2; legacy ones: 0.

How common is the xAI stack in its industry?

Share of the 400 companies in the same industries, whose stack Alion knows, that use each technology.

Python73%
Rust19%
C++27%
SQL39%
Windows14%
Kubernetes49%
Linux28%
Java18%
AWS55%
GCP45%

What sets xAI apart

Scala4%
Active Directory4%

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.

Grok2

Questions about the xAI tech stack

What programming languages does xAI use?

The languages named in xAI job postings are Python (47%), Rust (27%), C++ (15%), SQL (15%), Java (10%), as a share of the 119 postings of the last 12 months.

Does xAI use PyTorch?

Yes. PyTorch is named in 5 of 119 job postings (4%) and required in 3 of them.

What cloud and platforms does xAI use?

The cloud and platforms named in xAI job postings are Windows (16), Kubernetes (15), Linux (15) (postings in brackets).

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

AI/ML postings at xAI most often require Python (8), Rust (8), C++ (4), Kubernetes (2), out of 21 postings in the last 12 months.

Is the xAI tech stack changing?

Yes. VLAN, MATLAB, Microsoft Excel, Hyper-V first appeared in xAI job postings in the last six months.

How modern is the xAI tech stack?

xAI scores 73 out of 100 (Modern). The score averages how current each technology in the stack is and adds weight for AI adoption. AI technologies in the stack: 2; 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 119 postings of the last 12 months and were updated on Sep 27, 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: 180 technologies from 119 job postings", as of Sep 27, 2026. https://alion.io/company/xai/technologies

Licence: CC BY-SA 4.0JSON