Jump Trading tech stack
Jump Trading builds mostly with Python, C++, Rust, SQL. Its stack also includes Linux, JAX, PyTorch, Kubernetes. Python is named in 72 of the 83 job postings Jump Trading published in the last 12 months (87%). Counted by Alion from the job postings of Jump Trading, updated Nov 11, 2026.
What programming languages does Jump Trading use?
Python is named in 87% of job postings at Jump Trading, followed by C++ (64%), Rust (8%), SQL (7%).
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What frameworks and libraries does Jump Trading use?
JAX is named in 14% of job postings at Jump Trading, followed by PyTorch (14%), TensorFlow (12%), TensorFlow C++ (12%).
JAX
12 14%
PyTorch
12 14%
TensorFlow
10 12%
TensorFlow C++
10 12%
Pandas
5 6%
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What databases does Jump Trading use?
ClickHouse is named in 7% of job postings at Jump Trading, followed by MySQL (5%), Cassandra (1%), InfluxDB (1%).
What cloud and platforms does Jump Trading use?
Linux is named in 51% of job postings at Jump Trading, followed by Kubernetes (8%), Grafana (6%), Unix (5%).
Kubernetes
7 8%
Grafana
5 6%
Apache Kafka
3 4%
GitLab
2 2%
AWS
1 1%
Azure
1 1%
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What developer tools does Jump Trading use?
Claude Code is named in 8% of job postings at Jump Trading, followed by Ansible (6%), Prometheus (5%), Terraform (5%).
Claude Code
7 8%
Ansible
5 6%
Prometheus
4 5%
Terraform
4 5%
SLURM
3 4%
Docker
3 4%
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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 (4%).
Which engineering practices does Jump Trading ask for?
Machine Learning is named in 28% of job postings at Jump Trading, followed by HPC (23%), Configuration Management (8%), CI/CD (6%).
Time Series 
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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
21 postingsBackend
19 postingsAI/ML
10 postingsDevOps
10 postingsHardware
5 postingsEarly Careers
3 postingsHow does your stack fit Jump Trading?
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 36 postings.
| Technology | Postings with pay | Median | vs company median |
|---|---|---|---|
| Python | 33 | $250k | 0% |
| C++ | 21 | $250k | 0% |
| Linux | 18 | $250k | 0% |
| JAX | 7 | $300k | +20% |
| PyTorch | 7 | $300k | +20% |
| TensorFlow | 6 | $300k | +20% |
| TensorFlow C++ | 6 | $300k | +20% |
| CUDA | 6 | $300k | +20% |
| ROCm | 5 | $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.
How modern is the Jump Trading stack?
Jump Trading scores 78 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 175 companies in the same industries, whose stack Alion knows, that use each technology.
What sets Jump Trading apart
Companies with a stack like Jump Trading
IMC Trading
76 shared technologies
Tower Research Capital
73 shared technologies
Optiver
64 shared technologies
DRW
79 shared technologies
Graphcore
75 shared technologies
Susquehanna International Group
66 shared technologies
Cerebras Systems
73 shared technologies
SambaNova Systems
65 shared technologies
Questions about the Jump Trading tech stack
What programming languages does Jump Trading use?
The languages named in Jump Trading job postings are Python (87%), C++ (64%), Rust (8%), SQL (7%), SystemVerilog (5%), as a share of the 83 postings of the last 12 months.
Does Jump Trading use JAX?
Yes. JAX is named in 12 of 83 job postings (14%) and required in 12 of them.
What cloud and platforms does Jump Trading use?
The cloud and platforms named in Jump Trading job postings are Linux (42), Kubernetes (7), Grafana (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++ (16), Linux (6), Claude Code (2), out of 21 postings in the last 12 months.
Is the Jump Trading tech stack changing?
Yes. Bash, ChatGPT, Claude, Unix first appeared in Jump Trading job postings in the last six months.
How modern is the Jump Trading tech stack?
Jump Trading scores 78 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 83 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, "Jump Trading tech stack: 95 technologies from 83 job postings", as of Nov 11, 2026. https://alion.io/company/jump-trading/technologies