Millennium Management tech stack

Millennium Management builds mostly with Python, C++, SQL, Java. Its stack also includes Linux, AWS, Angular, PyTorch. Python is named in 87 of the 132 job postings Millennium Management published in the last 12 months (66%). Counted by Alion from the job postings of Millennium Management, updated Sep 27, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Sep 27, 2026
Technologies in use
195
Postings analysed
132
Open now
132
Modernity
77 /100
New in 6 months
8

What programming languages does Millennium Management use?

Python is named in 66% of job postings at Millennium Management, followed by C++ (30%), SQL (26%), Java (19%).

Python 87 66% required in 87% · 87 open now · since Oct 2024
C++ 40 30% required in 98% · 40 open now · since Aug 2025
SQL 34 26% required in 94% · 34 open now · since Aug 2025
Java 25 19% required in 88% · 25 open now · since Jan 2026
JavaScript 20 15% required in 35% · 20 open now · since Jan 2026
TypeScript 19 14% required in 32% · 19 open now · since Jan 2026
C# 9 7% required in 100% · 9 open now · since Aug 2025
Bash 7 5% required in 86% · 7 open now · since May 2025
Show all (16)
Rust6
Go3
PowerShell3
Scala3
Perl2
Apex1
C1
Node JS1

What frameworks and libraries does Millennium Management use?

Angular is named in 12% of job postings at Millennium Management, followed by PyTorch (7%), NumPy (5%), Volatility (5%).

Angular 16 12% required in 81% · 16 open now · since Jan 2026
PyTorch 9 7% required in 100% · 9 open now · since Jan 2026
NumPy 7 5% required in 100% · 7 open now · since Oct 2024
Volatility 7 5% required in 100% · 7 open now · since Dec 2025
Pandas 6 5% required in 100% · 6 open now · since Jan 2025
Polars 6 5% required in 100% · 6 open now · since Jan 2025
CUDA 5 4% required in 100% · 5 open now · since Feb 2026
React.js 5 4% required in 80% · 5 open now · since Jan 2026
Show all (43)
Spring Boot5
AG Grid5
PyTorch C++4
Scikit-learn4
LangChain4
Dask3
Redux3
FastAPI2
JAX2
Plotly2
Ray2
TensorFlow2
Flask2
LlamaIndex2
Pydantic2
Highcharts2
LangGraph2
ASP.NET Core1
Dagster1
Django1
Hazelcast1
JUnit1
Matplotlib1
SciPy1
Streamlit1
TensorFlow C++1
Transformers1
Unstructured.io1
XGBoost1
Zustand1
Ant Design1
D3.js1

And 3 more, each named in fewer postings.

What databases does Millennium Management use?

KDB+ is named in 6% of job postings at Millennium Management, followed by PostgreSQL (5%), MS SQL (4%), Redis (3%).

KDB+ 8 6% required in 75% · 8 open now · since Feb 2026
PostgreSQL 6 5% required in 83% · 6 open now · since Mar 2026
MS SQL 5 4% required in 80% · 5 open now · since Jun 2026
Redis 4 3% required in 100% · 4 open now · since Jan 2026
Snowflake 3 2% required in 100% · 3 open now · since Mar 2026
ElasticSearch 2 2% required in 50% · 2 open now · since Jan 2026
Apache Iceberg 1 1% required in 100% · 1 open now · since Jan 2026
Apache Solr 1 1% required in 100% · 1 open now · since Jan 2026
Show all (14)
Delta Lake1
Memcached1
DuckDB1
Milvus1
Pinecone1
Weaviate1

What cloud and platforms does Millennium Management use?

Linux is named in 33% of job postings at Millennium Management, followed by AWS (24%), Kubernetes (18%), Apache Kafka (14%).

Linux 44 33% required in 89% · 44 open now · since Mar 2025
AWS 32 24% required in 72% · 32 open now · since May 2025
Kubernetes 24 18% required in 92% · 24 open now · since May 2025
Apache Kafka 19 14% required in 89% · 19 open now · since Jan 2026
Windows 18 14% required in 72% · 18 open now · since May 2025
Unix 17 13% required in 94% · 17 open now · since Jan 2026
GCP 16 12% required in 69% · 16 open now · since May 2025
GitHub 8 6% required in 88% · 8 open now · since Mar 2026
Show all (39)
Azure8
.NET6
CUDA Toolkit5
Active Directory5
Datadog4
GitHub Actions4
Amazon EKS3
Amazon S32
Anthropic2
GitLab CI2
Grafana2
OpenAI2
Spark2
VMWare2
Amazon EC22
Hugging Face2
TeamCity2
AWS Lambda1
AWS Step Functions1
Airflow1
Amazon ECS1
Delinea1
LDAP1
LangSmith1
RabbitMQ1
WebAssembly1
AWS Bedrock1
Amazon SageMaker1
Kubeflow1
MLFlow1
Vertex AI1

What developer tools does Millennium Management use?

Microsoft Excel is named in 11% of job postings at Millennium Management, followed by Docker (10%), Git (7%), Jenkins (7%).

Microsoft Excel 14 11% required in 93% · 14 open now · since Dec 2025
Docker 13 10% required in 77% · 13 open now · since May 2025
Git 9 7% required in 89% · 9 open now · since May 2025
Jenkins 9 7% required in 78% · 9 open now · since May 2025
Terraform 8 6% required in 100% · 8 open now · since Jan 2026
Claude Code 8 6% required in 88% · 8 open now · since Mar 2026
Ansible 6 5% required in 100% · 6 open now · since May 2025
Rest API 6 5% required in 100% · 6 open now · since Jun 2026
Show all (32)
Cursor6
CloudFormation5
Copilot5
Model Context Protocol5
OpenAI Codex3
SLURM3
ArgoCD2
Chef2
Prometheus2
Puppet2
AWS CDK1
Alteryx1
Apache HTTP Server1
Bazel1
CMake1
HashiCorp Vault1
Octopus Deploy1
Podman1
Protobuf1
Vault1
WebSockets1
gRPC1
pySpark1
Valgrind1

What AI and ML technologies does Millennium Management use?

LLM is named in 13% of job postings at Millennium Management, followed by Claude (2%).

LLM 17 13% required in 88% · 17 open now · since May 2025
Claude 2 2% required in 50% · 2 open now · since Jun 2026

Which engineering practices does Millennium Management ask for?

CI/CD is named in 18% of job postings at Millennium Management, followed by AI Agents (11%), Machine Learning (11%), RAG (9%).

CI/CD 24 18% required in 92% · 24 open now · since May 2025
AI Agents 15 11% required in 93% · 15 open now · since Oct 2025
Machine Learning 14 11% required in 100% · 14 open now · since Jan 2025
RAG 12 9% required in 83% · 12 open now · since Jan 2026
Time Series Forecasting 11 8% required in 55% · 11 open now · since Aug 2025
TCP/IP 7 5% required in 57% · 7 open now · since Oct 2025
DNS 6 5% required in 50% · 6 open now · since Oct 2025
Agentic Workflows 5 4% required in 80% · 5 open now · since Mar 2026
Show all (49)
ETL/ELT4
NLP4
Fine-tuning4
Incident Management4
Structured Outputs4
HPC3
Human-in-the-Loop3
LLM Guardrails3
SOAP3
Anomaly Detection3
Function Calling3
Knowledge Graph3
Prompt Engineering3
Tool Use3
BGP2
Embeddings2
GitOps2
OCR2
OSPF2
Wi-Fi2
Semantic Search2
Semantic Search2
PKI2
Configuration Management1
Dependency Injection1
GraphRAG1
IAM1
KV Cache1
LLMOps1
Platform Engineering1
Quantization1
Recommender Systems1

And 9 more, each named in fewer postings.

What does each Millennium Management team work with?

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

Backend

27 postings
Python14
Apache Kafka11
Angular10
C++10
Linux10
Java9

Data Science

26 postings
Python22
C++12
Linux6
AWS4
Java4
KDB+4

AI/ML

14 postings
Python11
LLM8
Kubernetes5
PyTorch5
C++3
Linux3

Finance

12 postings
Microsoft Excel8
Volatility2

DevOps

10 postings
Python10
Linux8
C++6
Kubernetes5
Ansible4
Terraform4

Support

7 postings
AWS3
Linux3
Windows3
SQL2
Unix2

See the open roles

How does your stack fit Millennium Management?

Sign in to compare your skills with this stack and see which open roles fit you.
Sign In

How is the Millennium Management 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
ChefAug 2026
PuppetAug 2026
VMWareAug 2026
BGPAug 2026
OSPFAug 2026
Wi-FiAug 2026
DatadogJul 2026
Amazon S3Jul 2026
Rising
AWS16% → 25%
Windows9% → 17%
Unix6% → 14%
Microsoft Excel3% → 11%
RAG3% → 11%
Kubernetes13% → 20%
CUDA0% → 6%
CUDA Toolkit0% → 6%
Falling
JavaScript22% → 8%
TypeScript22% → 10%
Jenkins16% → 4%
PostgreSQL13% → 1%
MS SQL13% → 1%
Rest API13% → 3%
Claude Code13% → 4%
GitHub13% → 4%
Not named for 6 months
Semantic SearchJan 2026
Semantic SearchJan 2026
HighchartsJan 2026

How modern is the Millennium Management stack?

Cutting-edge AI adopter 77/100

Millennium Management scores 77 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: 2; legacy ones: 0.

How common is the Millennium Management 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%
SQL63%
AWS41%
Java37%
Kubernetes42%
JavaScript40%
Apache Kafka29%
TypeScript32%

What sets Millennium Management apart

AG Grid4%
Spring Boot3%
Redux3%

Questions about the Millennium Management tech stack

What programming languages does Millennium Management use?

The languages named in Millennium Management job postings are Python (66%), C++ (30%), SQL (26%), Java (19%), JavaScript (15%), as a share of the 132 postings of the last 12 months.

Does Millennium Management use Angular?

Yes. Angular is named in 16 of 132 job postings (12%) and required in 13 of them.

What cloud and platforms does Millennium Management use?

The cloud and platforms named in Millennium Management job postings are Linux (44), AWS (32), Kubernetes (24) (postings in brackets).

What skills do you need for a Backend job at Millennium Management?

Backend postings at Millennium Management most often require Python (14), Apache Kafka (11), Angular (10), C++ (10), out of 27 postings in the last 12 months.

Is the Millennium Management tech stack changing?

Yes. Chef, Puppet, VMWare, BGP first appeared in Millennium Management job postings in the last six months.

How modern is the Millennium Management tech stack?

Millennium Management scores 77 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: 2; legacy ones: 0.

How does Alion know the Millennium Management tech stack?

Alion reads every job posting Millennium Management publishes and tags the technologies each one names. The figures on this page count the 132 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, "Millennium Management tech stack: 195 technologies from 132 job postings", as of Sep 27, 2026. https://alion.io/company/millennium-management/technologies

Licence: CC BY-SA 4.0JSON