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Amazon tech stack

Amazon builds mostly with Python, SQL, Java, C++. Its stack also includes Linux, Tableau, Hadoop, Oracle. Python is named in 3,470 of the 15,757 job postings Amazon published in the last 12 months (22%). Counted by Alion from the job postings of Amazon, updated Nov 13, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Nov 13, 2026
Technologies in use
791
Postings analysed
15,757
Open now
10,474
Modernity
74 /100
New in 6 months
8

What programming languages does Amazon use?

Python is named in 22% of job postings at Amazon, followed by SQL (20%), Java (17%), C++ (17%).

Python 3470 22% required in 68% · 2430 open now · since Apr 2025
SQL 3226 20% required in 54% · 2136 open now · since Aug 2025
Java 2697 17% required in 80% · 1818 open now · since Dec 2024
C++ 2684 17% required in 79% · 1891 open now · since Dec 2024
C# 1678 11% required in 70% · 1139 open now · since Apr 2025
Perl 1251 8% required in 65% · 877 open now · since Sep 2025
Ruby 797 5% required in 56% · 574 open now · since Apr 2025
Rust 528 3% required in 81% · 382 open now · since Apr 2025
Show all (51)
JavaScript486
Go469
MATLAB403
PowerShell339
TypeScript331
SAS279
Bash208
Node JS205
Scala179
PHP156
SystemVerilog83
Kotlin67
Verilog50
Stata41
SPSS40
C34
ABAP30
Objective-C28
R27
Swift20
Lua19
SystemC16
VHDL15
Embedded C14
Apex13
COBOL12
JCL8
Visual Basic7
Haskell7
OCaml7
Erlang6
Dart6

And 11 more, each named in fewer postings.

What frameworks and libraries does Amazon use?

Hadoop is named in 2% of job postings at Amazon, followed by PyTorch (1%), TensorFlow (1%), TensorFlow C++ (1%).

Hadoop 346 2% required in 17% · 239 open now · since Dec 2025
PyTorch 215 1% required in 67% · 153 open now · since May 2025
TensorFlow 208 1% required in 25% · 152 open now · since Dec 2025
TensorFlow C++ 142 1% required in 17% · 111 open now · since Dec 2025
React.js 137 1% required in 66% · 72 open now · since Nov 2025
Scikit-learn 118 1% required in 4% · 88 open now · since Dec 2025
NumPy 117 1% required in 1% · 90 open now · since Dec 2025
SciPy 114 1% optional · 88 open now · since Dec 2025
Show all (168)
JAX95
UVM69
LangChain61
ROS57
CUDA56
Flink50
Selenium47
Transformers47
AWS Strands Agents43
SGLang38
ROS236
LangGraph34
Triton30
MuJoCo29
Shiny27
React Native26
Angular25
OpenTelemetry23
Appium23
Spring Boot22
Next.js22
NCCL22
Vue.js20
LlamaIndex20
Megatron-LM16
Isaac Lab15
Django14
NVIDIA NeMo14
FastAPI13
DeepSpeed13
Ray13
CUTLASS13

And 128 more, each named in fewer postings.

What databases does Amazon use?

Oracle is named in 2% of job postings at Amazon, followed by MySQL (1%), PostgreSQL (1%), OpenSearch (1%).

Oracle 244 2% required in 85% · 147 open now · since Feb 2026
MySQL 143 1% required in 66% · 79 open now · since Nov 2025
PostgreSQL 128 1% required in 67% · 65 open now · since Aug 2025
OpenSearch 107 1% required in 73% · 68 open now · since May 2026
SAP HANA 64 <1% required in 8% · 38 open now · since Nov 2025
Apache Iceberg 44 <1% required in 66% · 35 open now · since May 2026
ElasticSearch 42 <1% required in 62% · 28 open now · since Nov 2025
Redis 39 <1% required in 62% · 18 open now · since Jun 2026
Show all (41)
Snowflake38
MS SQL22
Db215
Cassandra12
MariaDB12
Google BigQuery11
Teradata11
Memcached10
Presto10
Trino10
ClickHouse9
HBase9
Neo4j9
Delta Lake7
Pinecone7
DuckDB5
Apache Hudi5
Aerospike4
IMS4
Weaviate4
CouchDB3
Chroma2
InfluxDB2
Milvus2
Qdrant2
SAP BW2
Couchbase2
Azure Cosmos DB1
Druid1
SQLite1
StarRocks1
Firestore1

And 1 more, each named in fewer postings.

What cloud and platforms does Amazon use?

Linux is named in 9% of job postings at Amazon, followed by Tableau (5%), Unix (4%), Windows (4%).

Linux 1444 9% required in 64% · 1036 open now · since Dec 2024
Tableau 850 5% required in 52% · 531 open now · since Dec 2025
Unix 595 4% required in 55% · 437 open now · since Dec 2024
Windows 578 4% required in 70% · 392 open now · since Feb 2024
Cognos 500 3% required in 8% · 361 open now · since Dec 2025
Spark 367 2% required in 32% · 257 open now · since Dec 2025
Kubernetes 266 2% required in 31% · 177 open now · since Mar 2026
Power BI 235 1% required in 51% · 151 open now · since Feb 2026
Show all (118)
GCP189
Azure189
Apache Kafka159
.NET126
Red Hat113
Figma107
VMWare94
Grafana86
Windows Server84
RTOS83
GitHub79
SAP BusinessObjects68
Datadog61
API Gateway57
MicroStrategy51
vLLM50
SSAS47
Databricks43
Anthropic35
SIEM32
Active Directory31
Ubuntu24
LDAP23
OpenAI22
GitHub Actions22
Splunk22
FreeRTOS21
Hugging Face17
RabbitMQ16
MLFlow16
SAP BTP14
Looker13

And 78 more, each named in fewer postings.

What developer tools does Amazon use?

Microsoft Excel is named in 7% of job postings at Amazon, followed by AutoCAD (1%), Terraform (1%), Model Context Protocol (1%).

Microsoft Excel 1075 7% required in 65% · 710 open now · since Sep 2025
AutoCAD 224 1% required in 50% · 166 open now · since Jan 2026
Terraform 184 1% required in 30% · 136 open now · since Sep 2025
Model Context Protocol 164 1% required in 80% · 114 open now · since Mar 2026
AWS Glue 164 1% required in 21% · 95 open now · since Dec 2025
Rest API 162 1% required in 52% · 87 open now · since Sep 2025
Docker 132 1% required in 39% · 77 open now · since Apr 2026
SolidWorks 115 1% required in 51% · 89 open now · since Sep 2025
Show all (215)
Ansible104
MQTT101
Git100
Adobe Photoshop90
Chef88
TPU79
Puppet67
Claude Code63
TensorRT52
EtherCAT42
Jenkins42
Xen40
OrCAD35
Cursor32
Formal Verification32
Cadence Allegro31
Prometheus30
Informatica29
Adobe After Effects28
Mentor Xpedition27
Copilot27
A2A27
Alteryx27
Isaac Sim27
Apache HTTP Server26
DataStage25
SSIS25
SLURM23
Mandiant capa22
GraphQL22
WebRTC22
OpenAI Codex20

And 175 more, each named in fewer postings.

What AI and ML technologies does Amazon use?

LLM is named in 4% of job postings at Amazon, followed by Stable Diffusion (1%), ControlNet (<1%), Claude (<1%).

LLM 668 4% required in 74% · 422 open now · since Aug 2025
Stable Diffusion 79 1% required in 10% · 57 open now · since May 2025
ControlNet 70 <1% required in 96% · 53 open now · since Feb 2026
Claude 36 <1% required in 86% · 18 open now · since Apr 2026
Llama 23 <1% required in 91% · 16 open now · since May 2025
LoRA 20 <1% required in 30% · 10 open now · since Mar 2026
PEFT 20 <1% required in 10% · 10 open now · since Mar 2026
VLM 19 <1% required in 79% · 12 open now · since Mar 2026
Show all (27)
QLoRA13
DeepSeek11
DALL-E11
Gemini10
ChatGPT10
BERT10
Qwen4
Midjourney4
Gaussian Splatting3
YOLO2
CLIP1
DINOv21
EfficientNet1
GPTQ1
Gemma1
Mistral1
RT-DETR1
ResNet1
Kling1

Which engineering practices does Amazon ask for?

Machine Learning is named in 16% of job postings at Amazon, followed by AI Agents (11%), CI/CD (6%), ETL/ELT (5%).

Machine Learning 2499 16% required in 76% · 1725 open now · since Apr 2025
AI Agents 1668 11% required in 87% · 1094 open now · since Jul 2025
CI/CD 915 6% required in 71% · 635 open now · since Sep 2025
ETL/ELT 725 5% required in 65% · 455 open now · since Nov 2025
DNS 423 3% required in 58% · 302 open now · since Apr 2025
TCP/IP 403 3% required in 56% · 299 open now · since Apr 2025
RAG 322 2% required in 57% · 212 open now · since Dec 2025
Computer Vision 319 2% required in 72% · 217 open now · since Aug 2025
Show all (165)
IAM312
Incident Management256
Multimodal AI251
Agentic Workflows229
Prompt Engineering216
Reinforcement Learning211
DHCP205
Fine-tuning202
Multi-Agent Systems200
A/B Testing180
LLM Guardrails160
NLP149
BGP143
Anomaly Detection127
HPC121
Human-in-the-Loop119
OSPF115
Wi-Fi104
Function Calling102
Self-Healing96
Time Series86
Recommender Systems85
Knowledge Graph79
Configuration Management74
Reinforcement Learning68
Physical AI66
Post-training64
SRE64
CAPA58
MPLS58
Motion Planning55
Platform Engineering52

And 125 more, each named in fewer postings.

What other technologies does Amazon use?

Kotlin Coroutines is named in <1% of job postings at Amazon, followed by VSAM (<1%), Swift Concurrency (<1%), StateFlow (<1%).

Kotlin Coroutines 10 <1% required in 80% · 6 open now · since Jun 2026
VSAM 7 <1% required in 86% · 3 open now · since Jul 2026
Swift Concurrency 3 <1% required in 100% · 2 open now · since Jun 2026
StateFlow 2 <1% optional · 2 open now · since May 2026
CDS Views 1 <1% required in 100% · 1 open now · since Oct 2026
IPFS 1 <1% optional · since Oct 2026

What does each Amazon team work with?

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

Backend

2073 postings
Java929
C++864
C#708
Perl539
Python305
Rust191

Management

1358 postings
SQL269
Microsoft Excel81
C#50
Tableau22
LLM21
Rust16

Operations

1171 postings
SQL282
Microsoft Excel154
Tableau41
AutoCAD22
Power BI8
SAS6

Solutions

1097 postings
Azure39
SSAS36
GCP35
Node JS32
Ruby28
LLM25

Industrial Engineering

1033 postings
Python214
SQL132
Java89
Tableau87
Linux82
Oracle68

DevOps

997 postings
Python201
Linux179
Java165
C++159
Ruby153
C#138

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How much does Amazon pay by technology?

Median stated pay of the postings that name each technology, against the median of all Amazon postings with stated pay: $193k across 9,446 postings.

TechnologyPostings with payMedianvs company median
Python2068$193k0%
C++1943$194k+1%
Java1868$194k+1%
SQL1630$160k−17%
C#1210$194k+1%
Perl974$194k+1%
Linux886$184k−5%
Ruby506$175k−10%
Tableau437$160k−17%
LLM420$209k+8%

How is the Amazon 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
OpenXRNov 2026
Battery Management SystemsNov 2026
IBM DOORSNov 2026
ISO 13485Oct 2026
AbaqusOct 2026
TRLOct 2026
AssemblyOct 2026
Structured TextOct 2026
Not named for 6 months
Synopsys IC ValidatorMay 2026

How modern is the Amazon stack?

Modern AI adopter 74/100

Amazon scores 74 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: 27; legacy ones: 2.

How common is the Amazon stack in its industry?

Share of the 3,942 companies in the same industries, whose stack Alion knows, that use each technology.

Python36%
SQL36%
Java16%
C++8%
C#10%
Linux21%
Perl2%
Tableau12%
Ruby4%
LLM19%

What sets Amazon apart

Perl2%
Ruby4%
Cognos1%
MATLAB1%
Hadoop3%
SAS1%
Oracle3%
TensorFlow C++2%
NumPy4%
SciPy1%

Amazon products in its job postings

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

DynamoDB516
AWS CDK43
CloudFormation238
AWS Bedrock495
AWS9595
Boto35
Amazon Braket5
Amazon GameLift6
Amazon Redshift569
Amazon Aurora143
Amazon Neptune18
Amazon DocumentDB6
AWS WAF11
Amazon EKS138
AWS Fargate64
AWS Lambda708
Amazon EC21215
Amazon SageMaker356
Amazon S31241
Amazon ECS166
AWS Bedrock AgentCore134
AWS Trainium233
Amazon CloudWatch140
Amazon Kinesis350
Amazon EventBridge44
AWS Step Functions144

Questions about the Amazon tech stack

What programming languages does Amazon use?

The languages named in Amazon job postings are Python (22%), SQL (20%), Java (17%), C++ (17%), C# (11%), as a share of the 15,757 postings of the last 12 months.

Does Amazon use Hadoop?

Yes. Hadoop is named in 346 of 15,757 job postings (2%) and required in 60 of them.

What cloud and platforms does Amazon use?

The cloud and platforms named in Amazon job postings are Linux (1444), Tableau (850), Unix (595) (postings in brackets).

What skills do you need for a Backend job at Amazon?

Backend postings at Amazon most often require Java (929), C++ (864), C# (708), Perl (539), out of 2,073 postings in the last 12 months.

Is the Amazon tech stack changing?

Yes. OpenXR, Battery Management Systems, IBM DOORS, ISO 13485 first appeared in Amazon job postings in the last six months.

How modern is the Amazon tech stack?

Amazon scores 74 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: 27; legacy ones: 2.

How does Alion know the Amazon tech stack?

Alion reads every job posting Amazon publishes and tags the technologies each one names. The figures on this page count the 15,757 postings of the last 12 months and were updated on Nov 13, 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, "Amazon tech stack: 791 technologies from 15,757 job postings", as of Nov 13, 2026. https://alion.io/company/amazon/technologies

Licence: CC BY-SA 4.0JSON