DV Trading tech stack
DV Trading builds mostly with Python, C++, SQL, Bash. Its stack also includes Linux, Kubernetes, NumPy, OpenTelemetry. Python is named in 49 of the 59 job postings DV Trading published in the last 12 months (83%). Counted by Alion from the job postings of DV Trading, updated Oct 1, 2026.
What programming languages does DV Trading use?
Python is named in 83% of job postings at DV Trading, followed by C++ (32%), SQL (31%), Bash (7%).
Python
49 83%
C++
19 32%
SQL
18 31%
Bash
4 7%
PowerShell
2 3%
SystemVerilog
1 2%
C#
1 2%
MATLAB
1 2%
Show all (9)
What frameworks and libraries does DV Trading use?
NumPy is named in 14% of job postings at DV Trading, followed by OpenTelemetry (8%), SciPy (5%), LightGBM (2%).
NumPy
8 14%
OpenTelemetry
5 8%
SciPy
3 5%
LightGBM
1 2%
Matplotlib
1 2%
Pandas
1 2%
XGBoost
1 2%
Show all (10)
What databases does DV Trading use?
InfluxDB is named in 2% of job postings at DV Trading, followed by MySQL (2%).
What cloud and platforms does DV Trading use?
Linux is named in 39% of job postings at DV Trading, followed by Kubernetes (14%), Windows (12%), Unix (12%).
Kubernetes
8 14%
Grafana
6 10%
Azure
4 7%
Apache Kafka
4 7%
GitHub Actions
3 5%
Show all (19)
What developer tools does DV Trading use?
Ansible is named in 12% of job postings at DV Trading, followed by Terraform (10%), Alertmanager (8%), Prometheus (8%).
Ansible
7 12%
Terraform
6 10%
Alertmanager
5 8%
Prometheus
5 8%
ArgoCD
4 7%
Helm
4 7%
Loki
4 7%
Show all (15)
What AI and ML technologies does DV Trading use?
LLM is named in 5% of job postings at DV Trading, followed by Claude (3%), Llama (2%), LoRA (2%).
Which engineering practices does DV Trading ask for?
Time Series Forecasting is named in 14% of job postings at DV Trading, followed by CI/CD (12%), Machine Learning (10%), Configuration Management (7%).
Time Series Forecasting
8 14%
CI/CD
7 12%
GitOps
4 7%
Incident Management
3 5%
Platform Engineering
3 5%
Show all (25)
What does each DV Trading team work with?
The technologies each team's postings require most often, with the number of postings that require them.
Finance
12 postingsDevOps
9 postingsBackend
9 postingsEarly Careers
8 postingsData Science
5 postingsAI/ML
4 postingsHow does your stack fit DV Trading?
How much does DV Trading pay by technology?
Median stated pay of the postings that name each technology, against the median of all DV Trading postings with stated pay: $133k across 22 postings.
| Technology | Postings with pay | Median | vs company median |
|---|---|---|---|
| Python | 16 | $143k | +8% |
| Linux | 10 | $133k | 0% |
| SQL | 6 | $118k | −11% |
| C++ | 6 | $100k | −25% |
How is the DV 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 DV Trading stack?
DV Trading 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: 6; legacy ones: 0.
How common is the DV Trading stack in its industry?
Share of the 78 companies in the same industries, whose stack Alion knows, that use each technology.
Companies with a stack like DV Trading
Parallel Wireless
56 shared technologies
Cloud.ru
56 shared technologies
Tower Research Capital
55 shared technologies
Clarity Innovations
54 shared technologies
Nscale
61 shared technologies
Rackspace Technology
61 shared technologies
Bitdeer Technologies Group
63 shared technologies
Crusoe
70 shared technologies
Questions about the DV Trading tech stack
What programming languages does DV Trading use?
The languages named in DV Trading job postings are Python (83%), C++ (32%), SQL (31%), Bash (7%), PowerShell (3%), as a share of the 59 postings of the last 12 months.
Does DV Trading use NumPy?
Yes. NumPy is named in 8 of 59 job postings (14%) and required in 8 of them.
What cloud and platforms does DV Trading use?
The cloud and platforms named in DV Trading job postings are Linux (23), Kubernetes (8), Windows (7) (postings in brackets).
What skills do you need for a Finance job at DV Trading?
Finance postings at DV Trading most often require Python (9), SQL (6), C++ (3), Microsoft Excel (2), out of 12 postings in the last 12 months.
Is the DV Trading tech stack changing?
Yes. PowerShell, Git, DNS, Windows first appeared in DV Trading job postings in the last six months.
How modern is the DV Trading tech stack?
DV Trading 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: 6; legacy ones: 0.
How does Alion know the DV Trading tech stack?
Alion reads every job posting DV Trading publishes and tags the technologies each one names. The figures on this page count the 59 postings of the last 12 months and were updated on Oct 1, 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, "DV Trading tech stack: 86 technologies from 59 job postings", as of Oct 1, 2026. https://alion.io/company/dv-trading/technologies