TopDog Law tech stack

TopDog Law builds mostly with SQL, Python. Its stack also includes Google BigQuery, Windows, Snowflake, AWS. SQL is named in 5 of the 23 job postings TopDog Law published in the last 12 months (22%). Counted by Alion from the job postings of TopDog Law, updated Oct 31, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Oct 31, 2026
Technologies in use
55
Postings analysed
23
Open now
12
Modernity
81 /100
New in 6 months
8

What programming languages does TopDog Law use?

SQL is named in 22% of job postings at TopDog Law, followed by Python (22%).

SQL 5 22% required in 100% · 3 open now · since May 2026
Python 5 22% required in 80% · 3 open now · since May 2026

What frameworks and libraries does TopDog Law use?

Dagster is named in 4% of job postings at TopDog Law, followed by OpenTelemetry (4%).

Dagster 1 4% required in 100% · 1 open now · since Aug 2026
OpenTelemetry 1 4% optional · 1 open now · since Oct 2026

What databases does TopDog Law use?

Google BigQuery is named in 22% of job postings at TopDog Law, followed by Snowflake (13%), PostgreSQL (4%).

Google BigQuery 5 22% required in 60% · 5 open now · since Aug 2026
Snowflake 3 13% required in 67% · 3 open now · since Aug 2026
PostgreSQL 1 4% required in 100% · 1 open now · since Oct 2026

What cloud and platforms does TopDog Law use?

Windows is named in 17% of job postings at TopDog Law, followed by AWS (9%), Braze (9%), Amazon S3 (4%).

Windows 4 17% required in 100% · 2 open now · since May 2026
AWS 2 9% required in 100% · 2 open now · since Oct 2026
Braze 2 9% required in 50% · 1 open now · since Aug 2026
Amazon S3 1 4% required in 100% · 1 open now · since Oct 2026
Azure 1 4% required in 100% · 1 open now · since Sep 2026
DLP 1 4% required in 100% · 1 open now · since Sep 2026
GCP 1 4% required in 100% · 1 open now · since Oct 2026
Microsoft Entra ID 1 4% required in 100% · 1 open now · since Sep 2026
Show all (18)
Okta1
SIEM1
Sentry1
Amazon ECS1
Amazon EKS1
Datadog1
Kubernetes1
Looker1
New Relic1
Splunk1

What developer tools does TopDog Law use?

dbt is named in 17% of job postings at TopDog Law, followed by Microsoft Excel (13%), Terraform (13%), Copilot (9%).

dbt 4 17% required in 50% · 4 open now · since Aug 2026
Microsoft Excel 3 13% required in 100% · 1 open now · since Jul 2026
Terraform 3 13% required in 67% · 3 open now · since Sep 2026
Copilot 2 9% required in 50% · 1 open now · since Sep 2026
Claude Code 1 4% required in 100% · 1 open now · since Oct 2026
CloudFormation 1 4% required in 100% · 1 open now · since Oct 2026
Git 1 4% required in 100% · 1 open now · since Aug 2026
WebRTC 1 4% required in 100% · 1 open now · since Sep 2026
Show all (10)
Nagios1
OpenCTI1

What AI and ML technologies does TopDog Law use?

Claude is named in 22% of job postings at TopDog Law, followed by ChatGPT (13%), LLM (4%).

Claude 5 22% required in 60% · 3 open now · since Jul 2026
ChatGPT 3 13% required in 67% · 1 open now · since Jul 2026
LLM 1 4% required in 100% · 1 open now · since Oct 2026

Which engineering practices does TopDog Law ask for?

CI/CD is named in 17% of job postings at TopDog Law, followed by Platform Engineering (13%), IAM (13%), SLI/SLO/SLA (9%).

CI/CD 4 17% required in 75% · 4 open now · since Aug 2026
Platform Engineering 3 13% required in 100% · 2 open now · since Aug 2026
IAM 3 13% required in 67% · 2 open now · since May 2026
SLI/SLO/SLA 2 9% required in 100% · 1 open now · since Aug 2026
A/B Testing 1 4% required in 100% · 1 open now · since Oct 2026
Anomaly Detection 1 4% required in 100% · 1 open now · since Aug 2026
Blue-Green Deployment 1 4% required in 100% · 1 open now · since Oct 2026
Context Engineering 1 4% required in 100% · 1 open now · since Oct 2026
Show all (17)
DNS1
Embeddings1
Function Calling1
Hallucination1
Incident Management1
LLM Guardrails1
Machine Learning1
RAG1
Fine-tuning1

What does each TopDog Law team work with?

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

Analytics

3 postings
SQL3
Python2

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How is the TopDog Law 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
AWSOct 2026
TerraformSep 2026
CopilotSep 2026
Google BigQueryAug 2026
CI/CDAug 2026
dbtAug 2026
SnowflakeAug 2026
BrazeAug 2026

How modern is the TopDog Law stack?

Cutting-edge AI adopter 81/100

TopDog Law 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: 3; legacy ones: 0.

How common is the TopDog Law stack in its industry?

Share of the 689 companies in the same industries, whose stack Alion knows, that use each technology.

Claude13%
Google BigQuery3%
Python23%
SQL24%
Windows22%
ChatGPT8%
Snowflake4%
AWS15%
Braze0%
Amazon ECS1%

What sets TopDog Law apart

Google BigQuery3%
Snowflake4%

Questions about the TopDog Law tech stack

What programming languages does TopDog Law use?

The languages named in TopDog Law job postings are SQL (22%), Python (22%), as a share of the 23 postings of the last 12 months.

Does TopDog Law use Windows?

Yes. Windows is named in 4 of 23 job postings (17%) and required in 4 of them.

What cloud and platforms does TopDog Law use?

The cloud and platforms named in TopDog Law job postings are Windows (4), AWS (2), Braze (2) (postings in brackets).

What skills do you need for a Analytics job at TopDog Law?

Analytics postings at TopDog Law most often require SQL (3), Python (2), out of 3 postings in the last 12 months.

Is the TopDog Law tech stack changing?

Yes. AWS, Terraform, Copilot, Google BigQuery first appeared in TopDog Law job postings in the last six months.

How modern is the TopDog Law tech stack?

TopDog Law 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: 3; legacy ones: 0.

How does Alion know the TopDog Law tech stack?

Alion reads every job posting TopDog Law publishes and tags the technologies each one names. The figures on this page count the 23 postings of the last 12 months and were updated on Oct 31, 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, "TopDog Law tech stack: 55 technologies from 23 job postings", as of Oct 31, 2026. https://alion.io/company/topdoglawllc/technologies

Licence: CC BY-SA 4.0JSON