Jump Trading tech stack

Jump Trading builds mostly with Python, C++, Rust, SQL. Its stack also includes Linux, JAX, PyTorch, CUDA Toolkit. Python is named in 63 of the 73 job postings Jump Trading published in the last 12 months (86%). Counted by Alion from the job postings of Jump Trading, updated Sep 27, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Sep 27, 2026
Technologies in use
86
Postings analysed
73
Open now
64
Modernity
79 /100
New in 6 months
8

What programming languages does Jump Trading use?

Python is named in 86% of job postings at Jump Trading, followed by C++ (63%), Rust (8%), SQL (7%).

Python 63 86% required in 90% · 55 open now · since Jun 2021
C++ 46 63% required in 91% · 40 open now · since Jun 2021
Rust 6 8% required in 67% · 6 open now · since Nov 2024
SQL 5 7% required in 60% · 5 open now · since Feb 2025
SystemVerilog 4 5% required in 100% · 3 open now · since Jul 2026
VHDL 3 4% required in 100% · 2 open now · since Jul 2026
Verilog 3 4% required in 100% · 2 open now · since Jul 2026
TypeScript 2 3% required in 100% · 2 open now · since Dec 2023
Show all (14)
Bash1
Bluespec1
Chisel1
MATLAB1
Assembly1
JavaScript1

What frameworks and libraries does Jump Trading use?

JAX is named in 12% of job postings at Jump Trading, followed by PyTorch (12%), PyTorch C++ (11%), TensorFlow (10%).

JAX 9 12% required in 100% · 9 open now · since Mar 2024
PyTorch 9 12% required in 100% · 9 open now · since Mar 2024
PyTorch C++ 8 11% required in 100% · 8 open now · since Mar 2024
TensorFlow 7 10% required in 100% · 7 open now · since Mar 2024
TensorFlow C++ 7 10% required in 100% · 7 open now · since Mar 2024
CUDA 6 8% required in 67% · 6 open now · since Mar 2024
Pandas 5 7% required in 40% · 4 open now · since Jan 2026
ROCm 5 7% required in 40% · 5 open now · since Mar 2024
Show all (16)
Cocotb4
Triton3
NumPy2
OpenCL2
React.js1
FastAPI1
UVM1
XLA1

What databases does Jump Trading use?

ClickHouse is named in 5% of job postings at Jump Trading, followed by MySQL (4%), DuckDB (1%).

ClickHouse 4 5% required in 50% · 4 open now · since Jul 2026
MySQL 3 4% required in 67% · 3 open now · since Jul 2026
DuckDB 1 1% optional · 1 open now · since Jul 2026

What cloud and platforms does Jump Trading use?

Linux is named in 53% of job postings at Jump Trading, followed by CUDA Toolkit (8%), Kubernetes (7%), Unix (5%).

Linux 39 53% required in 95% · 33 open now · since Jun 2021
CUDA Toolkit 6 8% required in 67% · 6 open now · since Mar 2024
Kubernetes 5 7% required in 40% · 4 open now · since Dec 2023
Unix 4 5% required in 100% · 4 open now · since Jul 2026
Grafana 3 4% required in 33% · 2 open now · since Mar 2026
Apache Kafka 2 3% required in 100% · 2 open now · since Aug 2026
GitLab 2 3% required in 50% · 1 open now · since Mar 2026
WebAssembly 1 1% required in 100% · 1 open now · since Jul 2026
Show all (10)
Redpanda1
Splunk1

What developer tools does Jump Trading use?

Claude Code is named in 10% of job postings at Jump Trading, followed by Microsoft Excel (4%), SLURM (4%), Ansible (4%).

Claude Code 7 10% required in 71% · 7 open now · since Jul 2026
Microsoft Excel 3 4% required in 100% · 3 open now · since Nov 2025
SLURM 3 4% required in 100% · 3 open now · since Dec 2023
Ansible 3 4% required in 33% · 2 open now · since Dec 2023
Docker 3 4% required in 33% · 2 open now · since Mar 2026
InfiniBand 2 3% required in 100% · 2 open now · since Apr 2026
Jenkins 2 3% required in 50% · 1 open now · since Mar 2026
Prometheus 2 3% required in 50% · 1 open now · since Nov 2024
Show all (19)
Terraform2
Git1
NVLink1
TPU1
WebGPU1
AutoCAD1
Formal Verification1
Puppet1
Rest API1
SaltStack1
gRPC1

What AI and ML technologies does Jump Trading use?

ChatGPT is named in 5% of job postings at Jump Trading, followed by Claude (5%), LLM (3%).

ChatGPT 4 5% required in 100% · 4 open now · since Aug 2026
Claude 4 5% required in 100% · 4 open now · since Aug 2026
LLM 2 3% required in 50% · 1 open now · since Mar 2024

Which engineering practices does Jump Trading ask for?

Machine Learning is named in 29% of job postings at Jump Trading, followed by HPC (19%), Configuration Management (5%), AI Agents (4%).

Machine Learning 21 29% required in 90% · 18 open now · since Jun 2021
HPC 14 19% required in 93% · 10 open now · since Dec 2023
Configuration Management 4 5% required in 75% · 4 open now · since Feb 2023
AI Agents 3 4% required in 100% · 1 open now · since Mar 2024
ETL/ELT 3 4% required in 100% · 3 open now · since Feb 2025
CI/CD 3 4% required in 33% · 2 open now · since Dec 2023
Time Series Forecasting 3 4% required in 33% · 3 open now · since Aug 2026
BGP 2 3% required in 100% · 1 open now · since Feb 2026
Show all (21)
Reinforcement Learning2
SLI/SLO/SLA2
MEV1
OSPF1
Pre-training1
Reinforcement Learning1
Smart Contracts1
TCP/IP1
Tokenomics1
VLAN1
Fine-tuning1
Post-training1
eBPF1

What does each Jump Trading team work with?

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

Data Science

20 postings
Python19
C++15
Linux6
Claude Code2
JAX2
PyTorch2

Backend

15 postings
Python12
Linux11
C++10
Rust3
Apache Kafka2
ChatGPT2

DevOps

8 postings
Linux7
Python5
C++3

AI/ML

7 postings
JAX7
PyTorch7
Python7
C++6
PyTorch C++6
TensorFlow6

Hardware

7 postings
C++6
Linux5
Python4
SystemVerilog4
Cocotb3
VHDL3

Early Careers

4 postings
Linux3
Python3
Unix3

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How much does Jump Trading pay by technology?

Median stated pay of the postings that name each technology, against the median of all Jump Trading postings with stated pay: $250k across 33 postings.

TechnologyPostings with payMedianvs company median
Python30$250k0%
C++18$250k0%
Linux17$250k0%
JAX5$300k+20%
PyTorch5$300k+20%

How is the Jump Trading 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
Time Series ForecastingAug 2026
Apache KafkaAug 2026
ChatGPTAug 2026
ClaudeAug 2026
ClickHouseJul 2026
MySQLJul 2026
UnixJul 2026
SystemVerilogJul 2026
Rising
Machine Learning8% → 37%
PyTorch C++0% → 15%
TensorFlow0% → 13%
TensorFlow C++0% → 13%
Claude Code0% → 13%
Rust0% → 12%
ROCm0% → 10%
ChatGPT0% → 8%
Falling
HPC38% → 13%
SLURM23% → 0%
Configuration Management23% → 2%
Not named for 6 months
NumPyFeb 2026

How modern is the Jump Trading stack?

Cutting-edge AI adopter 79/100

Jump Trading scores 79 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 Jump Trading stack in its industry?

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

Python88%
C++51%
Linux41%
JAX8%
PyTorch19%
PyTorch C++13%
TensorFlow17%
TensorFlow C++10%
CUDA9%
CUDA Toolkit9%

What sets Jump Trading apart

ROCm1%
Cocotb4%
Triton4%

Questions about the Jump Trading tech stack

What programming languages does Jump Trading use?

The languages named in Jump Trading job postings are Python (86%), C++ (63%), Rust (8%), SQL (7%), SystemVerilog (5%), as a share of the 73 postings of the last 12 months.

Does Jump Trading use JAX?

Yes. JAX is named in 9 of 73 job postings (12%) and required in 9 of them.

What cloud and platforms does Jump Trading use?

The cloud and platforms named in Jump Trading job postings are Linux (39), CUDA Toolkit (6), Kubernetes (5) (postings in brackets).

What skills do you need for a Data Science job at Jump Trading?

Data Science postings at Jump Trading most often require Python (19), C++ (15), Linux (6), Claude Code (2), out of 20 postings in the last 12 months.

Is the Jump Trading tech stack changing?

Yes. Time Series Forecasting, Apache Kafka, ChatGPT, Claude first appeared in Jump Trading job postings in the last six months.

How modern is the Jump Trading tech stack?

Jump Trading scores 79 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 Jump Trading tech stack?

Alion reads every job posting Jump Trading publishes and tags the technologies each one names. The figures on this page count the 73 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, "Jump Trading tech stack: 86 technologies from 73 job postings", as of Sep 27, 2026. https://alion.io/company/jump-trading/technologies

Licence: CC BY-SA 4.0JSON