DRW tech stack

DRW builds mostly with Python, C++, SQL, Bash. Its stack also includes Linux, Kubernetes, PostgreSQL, NumPy. Python is named in 107 of the 137 job postings DRW published in the last 12 months (78%). Counted by Alion from the job postings of DRW, updated Sep 27, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Sep 27, 2026
Technologies in use
177
Postings analysed
137
Open now
121
Modernity
71 /100
New in 6 months
8

What programming languages does DRW use?

Python is named in 78% of job postings at DRW, followed by C++ (31%), SQL (15%), Bash (13%).

Python 107 78% required in 91% · 98 open now · since Apr 2024
C++ 42 31% required in 98% · 36 open now · since Jun 2024
SQL 21 15% required in 86% · 18 open now · since Oct 2024
Bash 18 13% required in 83% · 17 open now · since Apr 2025
Java 12 9% required in 92% · 11 open now · since Aug 2025
PowerShell 10 7% required in 60% · 10 open now · since Apr 2025
Ruby 9 7% required in 78% · 7 open now · since May 2026
JavaScript 8 6% required in 38% · 7 open now · since Sep 2025
Show all (21)
Rust7
TypeScript7
C#6
Go6
SystemVerilog5
Verilog5
Clojure4
VHDL3
MATLAB2
LISP1
Perl1
Cython1
Node JS1

What frameworks and libraries does DRW use?

NumPy is named in 4% of job postings at DRW, followed by STL (3%), Scikit-learn (3%), Dagster (2%).

NumPy 5 4% required in 100% · 5 open now · since Jul 2026
STL 4 3% required in 100% · 2 open now · since Aug 2024
Scikit-learn 4 3% required in 100% · 4 open now · since Jul 2026
Dagster 3 2% required in 100% · 2 open now · since Aug 2025
PyTorch 3 2% required in 67% · 3 open now · since Feb 2025
Ray 3 2% required in 67% · 3 open now · since Mar 2026
FastAPI 3 2% required in 33% · 3 open now · since Jul 2026
Dask 2 1% required in 100% · 1 open now · since Mar 2026
Show all (27)
React.js2
TensorFlow2
Volatility2
Angular1
CUDA1
Ethers.js1
Flask1
Flink1
Keras1
Matplotlib1
Next.js1
OpenCL1
Pandas1
Polars1
SGLang1
Seaborn1
Web3.js1
PyTorch C++1
Sinatra1

What databases does DRW use?

PostgreSQL is named in 5% of job postings at DRW, followed by Oracle (2%), Snowflake (2%), Redis (1%).

PostgreSQL 7 5% required in 86% · 7 open now · since Sep 2025
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% · 2 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
ClickHouse 1 1% required in 100% · since Apr 2026
Delta Lake 1 1% required in 100% · 1 open now · since Aug 2025
Show all (12)
Milvus1
Pinecone1
Qdrant1
Weaviate1

What cloud and platforms does DRW use?

Linux is named in 33% of job postings at DRW, followed by Kubernetes (17%), AWS (7%), Windows (6%).

Linux 45 33% required in 91% · 41 open now · since Apr 2025
Kubernetes 23 17% required in 61% · 20 open now · since Apr 2025
AWS 9 7% required in 89% · 8 open now · since Jul 2026
Windows 8 6% required in 100% · 8 open now · since Jan 2026
Unix 8 6% required in 88% · 8 open now · since Apr 2025
Apache Kafka 7 5% required in 71% · 5 open now · since Aug 2025
GCP 6 4% required in 67% · 6 open now · since Aug 2026
RabbitMQ 6 4% required in 50% · 6 open now · since Apr 2026
Show all (42)
Spark6
Grafana6
Splunk6
Amazon S35
Azure5
Active Directory4
Airflow4
GitHub4
Prefect4
.NET3
Microsoft Entra ID3
Windows Server3
Kibana3
Chainalysis2
SIEM2
TRM Labs2
TeamCity2
VMWare2
API Gateway1
Amazon EC21
Bitbucket1
CUDA Toolkit1
CentOS Stream1
Debian1
GitLab1
LDAP1
OpenAI1
Red Hat1
Ubuntu1
vLLM1
Carbon Black1
Crowdstrike1

And 2 more, each named in fewer postings.

What developer tools does DRW use?

Docker is named in 10% of job postings at DRW, followed by Git (9%), Ansible (8%), Microsoft Excel (7%).

Docker 14 10% required in 64% · 13 open now · since Apr 2025
Git 13 9% required in 85% · 12 open now · since Feb 2026
Ansible 11 8% required in 64% · 10 open now · since Jan 2026
Microsoft Excel 10 7% required in 80% · 8 open now · since Oct 2024
Terraform 8 6% required in 100% · 8 open now · since Mar 2026
Chef 5 4% required in 40% · 5 open now · since Jan 2026
Model Context Protocol 5 4% required in 20% · 4 open now · since May 2026
Prometheus 5 4% required in 20% · 5 open now · since Mar 2026
Show all (29)
Copilot2
Jenkins2
OpenStack2
SLURM2
pySpark2
ArgoCD2
Helm2
Puppet2
Alertmanager2
Nginx2
Argo Workflows1
FluxCD1
GraphQL1
ONNX1
Rest API1
TensorRT1
WebSockets1
gRPC1
Fluent Bit1
Fluentd1
Tcpdump1

What AI and ML technologies does DRW use?

LLM is named in 5% of job postings at DRW.

LLM 7 5% required in 100% · 7 open now · since Feb 2026

Which engineering practices does DRW ask for?

Machine Learning is named in 16% of job postings at DRW, followed by TCP/IP (11%), CI/CD (11%), AI Agents (9%).

Machine Learning 22 16% required in 86% · 21 open now · since Jun 2024
TCP/IP 15 11% required in 93% · 12 open now · since Apr 2025
CI/CD 15 11% required in 87% · 13 open now · since Sep 2025
AI Agents 12 9% required in 83% · 12 open now · since Mar 2026
DNS 10 7% required in 100% · 10 open now · since Apr 2025
DHCP 8 6% required in 100% · 8 open now · since Apr 2025
Configuration Management 6 4% required in 50% · 5 open now · since Jan 2026
Time Series Forecasting 5 4% required in 100% · 5 open now · since Aug 2025
Show all (39)
DeFi4
HPC3
IAM3
Platform Engineering3
SRE3
RAG3
GitOps3
Anomaly Detection2
ETL/ELT2
FinOps2
Human-in-the-Loop2
NLP2
Prompt Engineering2
VPN2
Smart Contracts2
BGP1
Computer Vision1
Feature Store1
Fine-tuning1
Function Calling1
Hallucination1
LLM Guardrails1
Quantization1
Reinforcement Learning1
SLI/SLO/SLA1
Semantic Search1
Semantic Search1
Staking1
Structured Outputs1
Tool Use1
eBPF1

What other technologies does DRW use?

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

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

38 postings
C++25
Python25
Linux11
Java8
C#6
Rust5

Operations

25 postings
Python19
Linux9
SQL8
Bash5
C++5
Git4

Data Science

21 postings
Python15
C++6
Linux4
PostgreSQL3
Unix3
Dagster2

Early Careers

9 postings
Python8
Scikit-learn4
NumPy3

DevOps

9 postings
Python8
Linux7
Bash5
Kubernetes4
AWS2
Azure2

Analytics

5 postings
Python5
Amazon S33
SQL3
AWS2
Airflow2
Bash2

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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 50 postings.

TechnologyPostings with payMedianvs company median
Python39$225k0%
Linux21$200k−11%
Kubernetes12$238k+6%
C++11$225k0%
SQL8$170k−24%
Ruby6$238k+6%
AWS6$205k−9%
Bash5$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
pySparkSep 2026
.NETSep 2026
CopilotSep 2026
AlertmanagerSep 2026
Microsoft Entra IDSep 2026
FinOpsSep 2026
OpenStackSep 2026
VMWareSep 2026
Rising
TCP/IP3% → 15%
DNS0% → 11%
Microsoft Excel0% → 11%
AWS0% → 10%
DHCP0% → 9%
Unix0% → 9%
Terraform0% → 8%
Kubernetes14% → 21%
Falling
Linux48% → 29%
JavaScript21% → 2%
Apache Kafka14% → 2%
RabbitMQ14% → 2%
AI Agents17% → 6%
Docker17% → 8%
STL10% → 1%
DeFi10% → 1%
Not named for 6 months
JenkinsJan 2026
TeamCityJan 2026

How modern is the DRW stack?

Modern AI adopter 71/100

DRW scores 71 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: 1; legacy ones: 0.

How common is the DRW stack in its industry?

Share of the 78 companies in the same industries, whose stack Alion knows, that use each technology.

Python88%
Linux41%
C++51%
Kubernetes42%
SQL63%
Bash24%
Java37%
PowerShell29%
AWS41%
Ruby6%

What sets DRW apart

Clojure1%
Prefect4%
STL3%
Kibana1%

Questions about the DRW tech stack

What programming languages does DRW use?

The languages named in DRW job postings are Python (78%), C++ (31%), SQL (15%), Bash (13%), Java (9%), as a share of the 137 postings of the last 12 months.

Does DRW use NumPy?

Yes. NumPy is named in 5 of 137 job postings (4%) and required in 5 of them.

What cloud and platforms does DRW use?

The cloud and platforms named in DRW job postings are Linux (45), Kubernetes (23), AWS (9) (postings in brackets).

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

Backend postings at DRW most often require C++ (25), Python (25), Linux (11), Java (8), out of 38 postings in the last 12 months.

Is the DRW tech stack changing?

Yes. pySpark, .NET, Copilot, Alertmanager first appeared in DRW job postings in the last six months.

How modern is the DRW tech stack?

DRW scores 71 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: 1; 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 137 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, "DRW tech stack: 177 technologies from 137 job postings", as of Sep 27, 2026. https://alion.io/company/drw/technologies

Licence: CC BY-SA 4.0JSON