Amazon tech stack
Amazon builds mostly with Python, SQL, Java, C++. Its stack also includes Linux, Tableau, Hadoop, Oracle. Python is named in 3,374 of the 15,333 job postings Amazon published in the last 12 months (22%). Counted by Alion from the job postings of Amazon, updated Nov 11, 2026.
Source: Alion
Coverage: the company's job postings of the last 12 months
Nov 11, 2026
What programming languages does Amazon use?
Python is named in 22% of job postings at Amazon, followed by SQL (21%), Java (17%), C++ (17%).
Python
3374 22%
required in 68% · 2366 open now · since Apr 2025
SQL
3148 21%
required in 54% · 2098 open now · since Aug 2025
Java
2615 17%
required in 80% · 1767 open now · since Dec 2024
C++
2595 17%
required in 79% · 1835 open now · since Dec 2024
C#
1608 10%
required in 70% · 1088 open now · since Apr 2025
Perl
1204 8%
required in 64% · 845 open now · since Sep 2025
Ruby
773 5%
required in 56% · 558 open now · since Apr 2025
Rust
510 3%
required in 81% · 370 open now · since Apr 2025
Show all (51)
JavaScript468
Go457
MATLAB390
PowerShell331
TypeScript319
SAS265
Bash203
Node JS199
Scala172
PHP153
SystemVerilog83
Kotlin67
Verilog50
Stata36
SPSS34
C34
ABAP30
Objective-C28
R26
Swift19
Lua19
SystemC16
VHDL15
Embedded C14
Apex12
COBOL12
JCL8
Visual Basic7
Haskell7
OCaml7
Dart6
Assembly5
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
339 2%
required in 17% · 235 open now · since Dec 2025
PyTorch
213 1%
required in 68% · 153 open now · since May 2025
TensorFlow
206 1%
required in 25% · 154 open now · since Dec 2025
React.js
132 1%
required in 64% · 66 open now · since Nov 2025
Scikit-learn
117 1%
required in 4% · 90 open now · since Dec 2025
NumPy
116 1%
required in 1% · 92 open now · since Dec 2025
SciPy
113 1%
optional · 90 open now · since Dec 2025
Show all (168)
JAX93
UVM69
LangChain60
CUDA56
ROS56
Flink48
Transformers47
Selenium45
AWS Strands Agents41
SGLang37
ROS235
LangGraph33
Triton30
MuJoCo27
React Native26
Shiny26
Angular24
OpenTelemetry23
Spring Boot22
Next.js22
NCCL22
Appium22
LlamaIndex20
Vue.js18
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
238 2%
required in 84% · 144 open now · since Feb 2026
MySQL
141 1%
required in 67% · 77 open now · since Nov 2025
PostgreSQL
127 1%
required in 67% · 67 open now · since Aug 2025
OpenSearch
103 1%
required in 72% · 68 open now · since May 2026
SAP HANA
63 <1%
required in 8% · 38 open now · since Nov 2025
ElasticSearch
41 <1%
required in 63% · 27 open now · since Nov 2025
Redis
39 <1%
required in 62% · 19 open now · since Jun 2026
Show all (40)
Snowflake38
MS SQL22
Db215
Cassandra12
MariaDB12
Google BigQuery11
Teradata11
Memcached10
Presto10
Trino10
HBase9
Neo4j9
ClickHouse8
Delta Lake7
Pinecone7
DuckDB5
Apache Hudi5
Aerospike4
IMS4
Weaviate4
CouchDB3
Chroma2
InfluxDB2
Milvus2
Qdrant2
Couchbase2
Azure Cosmos DB1
SAP BW1
SQLite1
StarRocks1
Firestore1
Salesforce Data Cloud1
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
1398 9%
required in 64% · 1007 open now · since Dec 2024
Tableau
827 5%
required in 53% · 509 open now · since Dec 2025
Unix
572 4%
required in 56% · 421 open now · since Dec 2024
Windows
556 4%
required in 71% · 376 open now · since Feb 2024
Cognos
492 3%
required in 8% · 359 open now · since Dec 2025
Spark
357 2%
required in 32% · 250 open now · since Dec 2025
Kubernetes
265 2%
required in 31% · 180 open now · since Mar 2026
Power BI
228 1%
required in 52% · 142 open now · since Feb 2026
Show all (118)
GCP182
Azure182
Apache Kafka157
.NET120
Red Hat107
Figma105
VMWare89
Grafana83
Windows Server82
RTOS81
GitHub77
SAP BusinessObjects67
Datadog59
API Gateway56
MicroStrategy49
vLLM49
SSAS47
Databricks43
Anthropic35
SIEM32
Active Directory31
OpenAI22
GitHub Actions22
Ubuntu22
Splunk22
FreeRTOS21
LDAP20
Hugging Face17
RabbitMQ16
MLFlow16
SAP BTP14
Looker13
And 78 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
651 4%
required in 74% · 413 open now · since Aug 2025
ControlNet
69 <1%
required in 96% · 54 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
17 <1%
required in 82% · 10 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
2443 16%
required in 76% · 1694 open now · since Apr 2025
AI Agents
1619 11%
required in 88% · 1065 open now · since Jul 2025
CI/CD
892 6%
required in 71% · 624 open now · since Sep 2025
ETL/ELT
707 5%
required in 64% · 437 open now · since Nov 2025
DNS
411 3%
required in 59% · 291 open now · since Apr 2025
TCP/IP
389 3%
required in 57% · 283 open now · since Apr 2025
RAG
313 2%
required in 58% · 202 open now · since Dec 2025
Show all (164)
IAM306
Multimodal AI249
Incident Management247
Agentic Workflows220
Prompt Engineering207
Reinforcement Learning205
Fine-tuning201
DHCP199
Multi-Agent Systems196
A/B Testing176
LLM Guardrails154
NLP146
BGP141
Anomaly Detection126
HPC121
Human-in-the-Loop118
OSPF114
Wi-Fi101
Function Calling100
Self-Healing94
Recommender Systems85
Time Series84
Knowledge Graph79
Configuration Management70
Physical AI66
Reinforcement Learning66
SRE64
Post-training62
MPLS57
CAPA56
Motion Planning55
Platform Engineering52
And 124 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%).
VSAM
7 <1%
required in 86% · 4 open now · since Jul 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
2014 postings
Java893
C++829
C#675
Perl511
Python297
Rust184
Management
1325 postings
SQL264
Microsoft Excel82
C#47
Tableau22
LLM21
Rust16
Operations
1124 postings
SQL273
Microsoft Excel146
Tableau40
AutoCAD21
Power BI8
SAS5
Solutions
1063 postings
Azure38
SSAS36
GCP34
Node JS32
Ruby27
LLM25
Industrial Engineering
1010 postings
Python209
SQL125
Java87
Tableau87
Linux80
Microsoft Excel65
DevOps
967 postings
Python195
Linux174
Java160
C++155
Ruby149
C#134
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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 9,163 postings.
| Technology | Postings with pay | Median | vs company median |
| Python | 2012 | $193k | 0% |
| C++ | 1869 | $194k | +1% |
| Java | 1803 | $194k | +1% |
| SQL | 1598 | $160k | −17% |
| C# | 1154 | $194k | +1% |
| Perl | 933 | $194k | +1% |
| Linux | 852 | $184k | −5% |
| Ruby | 492 | $175k | −10% |
| Tableau | 429 | $160k | −17% |
| LLM | 409 | $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
AbaqusOct 2026
TRLOct 2026
AS9100Oct 2026
AssemblyOct 2026
Structured TextOct 2026
Not named for 6 months
Synopsys IC ValidatorMay 2026
How modern is the Amazon 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 common is the Amazon stack in its industry?
Share of the 3,801 companies in the same industries, whose stack Alion knows, that use each technology.
Python37%
SQL37%
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.
DynamoDB495
AWS CDK43
CloudFormation234
AWS Bedrock484
AWS9335
Boto34
Amazon Braket5
Amazon GameLift6
Amazon Redshift556
Amazon Aurora142
Amazon Neptune18
Amazon DocumentDB6
AWS WAF11
Amazon EKS138
AWS Fargate62
AWS Lambda685
Amazon EC21181
Amazon SageMaker351
Amazon S31208
Amazon ECS165
AWS Bedrock AgentCore130
AWS Trainium229
Amazon CloudWatch136
Amazon Kinesis344
Amazon EventBridge43
AWS Step Functions141
Companies with a stack like Amazon
Questions about the Amazon tech stack
What programming languages does Amazon use?
The languages named in Amazon job postings are Python (22%), SQL (21%), Java (17%), C++ (17%), C# (10%), as a share of the 15,333 postings of the last 12 months.
Does Amazon use Hadoop?
Yes. Hadoop is named in 339 of 15,333 job postings (2%) and required in 59 of them.
What cloud and platforms does Amazon use?
The cloud and platforms named in Amazon job postings are Linux (1398), Tableau (827), Unix (572) (postings in brackets).
What skills do you need for a Backend job at Amazon?
Backend postings at Amazon most often require Java (893), C++ (829), C# (675), Perl (511), out of 2,014 postings in the last 12 months.
Is the Amazon tech stack changing?
Yes. OpenXR, Battery Management Systems, IBM DOORS, Abaqus 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 15,333 postings of the last 12 months and were updated on Nov 11, 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: 783 technologies from 15,333 job postings", as of Nov 11, 2026. https://alion.io/company/amazon/technologies
Licence: CC BY-SA 4.0JSON