DRW
Hedge Funds & Alternative Investments

DRW tech stack

DRW builds mostly with Python, C++, SQL, Bash. Its stack also includes Linux, Kubernetes, PostgreSQL, STL. Python is named in 136 of the 180 job postings DRW published in the last 12 months (76%). Counted by Alion from the job postings of DRW, updated Nov 11, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Nov 11, 2026
Technologies in use
202
Postings analysed
180
Open now
123
Modernity
81 /100
New in 6 months
8

What programming languages does DRW use?

Python is named in 76% of job postings at DRW, followed by C++ (26%), SQL (17%), Bash (12%).

Python 136 76% required in 91% · 93 open now · since Apr 2024
C++ 46 26% required in 96% · 33 open now · since Jun 2024
SQL 30 17% required in 90% · 21 open now · since Oct 2024
Bash 22 12% required in 86% · 14 open now · since Apr 2025
Java 21 12% required in 95% · 17 open now · since Aug 2025
Ruby 12 7% required in 83% · 7 open now · since May 2026
PowerShell 12 7% required in 58% · 6 open now · since Apr 2025
C# 11 6% required in 100% · 8 open now · since Jul 2026
Show all (22)
JavaScript10
Go8
Rust8
TypeScript8
Clojure7
SystemVerilog6
Verilog6
MATLAB3
VHDL3
Elixir2
LISP1
Perl1
Apex1
Node JS1

What frameworks and libraries does DRW use?

STL is named in 3% of job postings at DRW, followed by NumPy (3%), Flink (2%), Scikit-learn (2%).

STL 6 3% required in 100% · 5 open now · since Aug 2024
NumPy 5 3% required in 100% · 5 open now · since Jul 2026
Flink 4 2% required in 100% · 3 open now · since Apr 2026
Scikit-learn 4 2% required in 100% · 3 open now · since Jul 2026
Dagster 3 2% required in 100% · 1 open now · since Aug 2025
Metasploit 3 2% required in 100% · 3 open now · since Oct 2026
PyTorch 3 2% required in 67% · 2 open now · since Feb 2025
Ray 3 2% required in 67% · 1 open now · since Mar 2026
Show all (29)
FastAPI3
CUDA2
Dask2
React.js2
SGLang2
TensorFlow2
Volatility2
Angular1
Ethers.js1
Flask1
Keras1
Matplotlib1
Next.js1
OpenCL1
OpenTelemetry1
Pandas1
Polars1
Seaborn1
TensorRT-LLM1
Web3.js1
Sinatra1

What databases does DRW use?

PostgreSQL is named in 4% of job postings at DRW, followed by Delta Lake (2%), ClickHouse (2%), Oracle (2%).

PostgreSQL 8 4% required in 88% · 5 open now · since Sep 2025
Delta Lake 4 2% required in 100% · 4 open now · since Aug 2025
ClickHouse 3 2% required in 100% · 2 open now · since Apr 2026
Oracle 3 2% required in 100% · 2 open now · since Sep 2026
Snowflake 3 2% required in 100% · 2 open now · since Jul 2026
Redis 2 1% required in 100% · 1 open now · since Apr 2026
Apache Iceberg 1 1% required in 100% · 1 open now · since Aug 2025
Cassandra 1 1% required in 100% · since Apr 2026
Show all (13)
Milvus1
Pinecone1
Qdrant1
Weaviate1
DynamoDB1

What cloud and platforms does DRW use?

Linux is named in 36% of job postings at DRW, followed by Kubernetes (17%), Windows (8%), AWS (7%).

Linux 64 36% required in 88% · 51 open now · since Apr 2025
Kubernetes 31 17% required in 68% · 21 open now · since Apr 2025
Windows 15 8% required in 100% · 10 open now · since Jan 2026
AWS 13 7% required in 92% · 9 open now · since Jul 2026
Apache Kafka 10 6% required in 80% · 6 open now · since Aug 2025
GCP 9 5% required in 78% · 7 open now · since Aug 2026
Unix 8 4% required in 88% · 6 open now · since Apr 2025
Spark 8 4% required in 63% · 4 open now · since Mar 2026
Show all (46)
Grafana8
Azure7
RabbitMQ7
Splunk7
Amazon S35
Active Directory5
Airflow4
GitHub4
Prefect4
Windows Server4
.NET3
Burp Suite3
Microsoft Entra ID3
Kibana3
VMWare3
Chainalysis2
OpenAI2
SIEM2
TRM Labs2
TeamCity2
vLLM2
API Gateway2
Amazon EC21
Bitbucket1
CentOS Stream1
Debian1
GitLab1
LDAP1
Power BI1
Red Hat1
Tableau1
Ubuntu1

And 6 more, each named in fewer postings.

What developer tools does DRW use?

Git is named in 10% of job postings at DRW, followed by Docker (9%), Microsoft Excel (6%), Ansible (6%).

Git 18 10% required in 78% · 14 open now · since Feb 2026
Docker 16 9% required in 69% · 8 open now · since Apr 2025
Microsoft Excel 11 6% required in 82% · 3 open now · since Oct 2024
Ansible 11 6% required in 64% · 5 open now · since Jan 2026
Terraform 10 6% required in 90% · 9 open now · since Mar 2026
Prometheus 9 5% required in 33% · 6 open now · since Mar 2026
Chef 6 3% required in 33% · 2 open now · since Jan 2026
Model Context Protocol 5 3% required in 20% · 3 open now · since May 2026
Show all (39)
BloodHound3
Cobalt Strike3
Nmap3
OpenAI Codex3
OpenStack3
Fluent Bit3
Fluentd3
Claude Code2
Copilot2
Cursor2
Devin2
Jenkins2
SLURM2
gRPC2
pySpark2
ArgoCD2
Helm2
Puppet2
TensorRT2
Alertmanager2
Nginx2
Argo Workflows1
FluxCD1
GraphQL1
NVLink1
ONNX1
Siemens ModelSim1
WebSockets1
CloudFormation1
Rest API1
Tcpdump1

What AI and ML technologies does DRW use?

LLM is named in 8% of job postings at DRW, followed by Claude (2%), ChatGPT (1%).

LLM 14 8% required in 100% · 10 open now · since Feb 2026
Claude 3 2% required in 67% · 3 open now · since Jun 2026
ChatGPT 2 1% required in 100% · 2 open now · since Nov 2026

Which engineering practices does DRW ask for?

Machine Learning is named in 12% of job postings at DRW, followed by CI/CD (9%), TCP/IP (9%), AI Agents (8%).

Machine Learning 21 12% required in 95% · 15 open now · since Jun 2024
CI/CD 17 9% required in 88% · 11 open now · since Sep 2025
TCP/IP 17 9% required in 88% · 10 open now · since Apr 2025
AI Agents 14 8% required in 86% · 10 open now · since Mar 2026
DNS 10 6% required in 100% · 7 open now · since Apr 2025
DHCP 8 4% required in 100% · 6 open now · since Apr 2025
Time Series 7 4% required in 100% · 5 open now · since Aug 2025
IAM 6 3% required in 100% · 5 open now · since Aug 2026
Show all (44)
Platform Engineering6
Smart Contracts6
Configuration Management6
Human-in-the-Loop4
Prompt Engineering4
DeFi4
Agentic Workflows3
HPC3
Red Teaming3
SRE3
VPN3
RAG3
GitOps3
Anomaly Detection2
ETL/ELT2
FinOps2
NLP2
Quantization2
LLM Guardrails2
BGP1
Computer Vision1
Feature Store1
Fine-tuning1
Function Calling1
Hallucination1
KV Cache1
LLM Evaluation1
Multimodal AI1
Reinforcement Learning1
Rollup1
SLI/SLO/SLA1
Semantic Search1

And 4 more, each named in fewer postings.

What other technologies does DRW use?

Arbitrum is named in 1% of job postings at DRW, followed by Compound (1%), Solana (1%), Uniswap (1%).

Arbitrum 1 1% required in 100% · 1 open now · since May 2026
Compound 1 1% required in 100% · 1 open now · since May 2026
Solana 1 1% required in 100% · 1 open now · since May 2026
Uniswap 1 1% required in 100% · 1 open now · since May 2026
Chainlink 1 1% optional · 1 open now · since May 2026
Ethereum 1 1% optional · 1 open now · since May 2026

What does each DRW team work with?

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

Backend

50 postings
Python34
C++28
Linux16
Java15
C#10
Apache Kafka6

Operations

33 postings
Python25
SQL11
Linux9
C++6
Bash5
Windows5

Data Science

25 postings
Python19
C++7
Linux5
Kubernetes4
Docker3
Java3

DevOps

11 postings
Python9
Linux8
Bash5
Kubernetes4
Azure3
AWS2

Analytics

10 postings
Python10
SQL7
Amazon S33
AWS2
Airflow2
Bash2

Early Careers

9 postings
Python8
Scikit-learn4
NumPy3

See the open roles

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How much does DRW pay by technology?

Median stated pay of the postings that name each technology, against the median of all DRW postings with stated pay: $225k across 79 postings.

TechnologyPostings with payMedianvs company median
Python58$238k+6%
Linux32$225k0%
Kubernetes19$250k+11%
SQL15$225k0%
C++14$225k0%
Java10$250k+11%
AWS10$205k−9%
Ruby8$263k+17%
GCP7$250k+11%
Bash7$225k0%

How is the DRW 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
ChatGPTNov 2026
CursorNov 2026
DevinNov 2026
ElixirOct 2026
OpenAI CodexOct 2026
Claude CodeOct 2026
Agentic WorkflowsOct 2026
BloodHoundOct 2026
Rising
AWS2% → 14%
Kubernetes13% → 23%
GCP0% → 10%
Prometheus0% → 9%
DHCP0% → 9%
Bash7% → 15%
DNS2% → 10%
Azure0% → 8%
Falling
C++34% → 15%
Machine Learning21% → 3%
Model Context Protocol8% → 0%
JavaScript10% → 3%
Scikit-learn7% → 0%
RabbitMQ7% → 1%
Docker11% → 6%
SystemVerilog7% → 2%
Not named for 6 months
DaskApr 2026
JenkinsJan 2026
TeamCityJan 2026

How modern is the DRW stack?

Cutting-edge AI adopter 81/100

DRW scores 81 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 DRW stack in its industry?

Share of the 175 companies in the same industries, whose stack Alion knows, that use each technology.

Python94%
Linux58%
C++64%
Kubernetes39%
SQL65%
Bash26%
Java37%
Windows33%
LLM37%
AWS43%

What sets DRW apart

Clojure1%
STL3%
Burp Suite1%
Kibana2%
Metasploit1%

Questions about the DRW tech stack

What programming languages does DRW use?

The languages named in DRW job postings are Python (76%), C++ (26%), SQL (17%), Bash (12%), Java (12%), as a share of the 180 postings of the last 12 months.

Does DRW use STL?

Yes. STL is named in 6 of 180 job postings (3%) and required in 6 of them.

What cloud and platforms does DRW use?

The cloud and platforms named in DRW job postings are Linux (64), Kubernetes (31), Windows (15) (postings in brackets).

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

Backend postings at DRW most often require Python (34), C++ (28), Linux (16), Java (15), out of 50 postings in the last 12 months.

Is the DRW tech stack changing?

Yes. ChatGPT, Cursor, Devin, Elixir first appeared in DRW job postings in the last six months.

How modern is the DRW tech stack?

DRW scores 81 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 DRW tech stack?

Alion reads every job posting DRW publishes and tags the technologies each one names. The figures on this page count the 180 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, "DRW tech stack: 202 technologies from 180 job postings", as of Nov 11, 2026. https://alion.io/company/drw/technologies

Licence: CC BY-SA 4.0JSON