Leadlinks tech stack

Leadlinks builds mostly with Python, SQL. Its stack also includes Kubernetes, ClickHouse, PostgreSQL, Amazon S3. ClickHouse is named in 5 of the 5 job postings Leadlinks published in the last 12 months (100%). Counted by Alion from the job postings of Leadlinks, updated Oct 9, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Oct 9, 2026
Technologies in use
30
Postings analysed
5
Open now
3
Modernity
72 /100

What programming languages does Leadlinks use?

Python is named in 80% of job postings at Leadlinks, followed by SQL (60%).

Python 4 80% required in 100% · 3 open now · since Jul 2026
SQL 3 60% required in 100% · 2 open now · since Jul 2026

What frameworks and libraries does Leadlinks use?

NumPy is named in 60% of job postings at Leadlinks, followed by Plotly (60%), Polars (60%), PostGIS (60%).

NumPy 3 60% required in 100% · 2 open now · since Jul 2026
Plotly 3 60% required in 100% · 2 open now · since Jul 2026
Polars 3 60% required in 100% · 2 open now · since Jul 2026
PostGIS 3 60% required in 100% · 2 open now · since Jul 2026
SciPy 3 60% required in 100% · 2 open now · since Jul 2026
Statsmodels 3 60% required in 100% · 2 open now · since Jul 2026
Celery 1 20% required in 100% · 1 open now · since Sep 2026
Django 1 20% required in 100% · 1 open now · since Sep 2026
Show all (9)
FastAPI1

What databases does Leadlinks use?

ClickHouse is named in 100% of job postings at Leadlinks, followed by PostgreSQL (100%), Redis (40%).

ClickHouse 5 100% required in 100% · 3 open now · since Jul 2026
PostgreSQL 5 100% required in 100% · 3 open now · since Jul 2026
Redis 2 40% required in 100% · 1 open now · since Jul 2026

What cloud and platforms does Leadlinks use?

Kubernetes is named in 100% of job postings at Leadlinks, followed by Amazon S3 (60%), Superset (60%), Metabase (40%).

Kubernetes 5 100% required in 100% · 3 open now · since Jul 2026
Amazon S3 3 60% required in 100% · 2 open now · since Jul 2026
Superset 3 60% required in 100% · 2 open now · since Jul 2026
Metabase 2 40% required in 100% · 2 open now · since Sep 2026
Apache Kafka 1 20% required in 100% · since Jul 2026
GitLab 1 20% required in 100% · since Jul 2026
GitLab CI 1 20% required in 100% · since Jul 2026
Grafana 1 20% required in 100% · since Jul 2026
Show all (10)
Linux1
RabbitMQ1

What developer tools does Leadlinks use?

Docker is named in 100% of job postings at Leadlinks, followed by MinIO (60%), Loki (20%), Prometheus (20%).

Docker 5 100% required in 100% · 3 open now · since Jul 2026
MinIO 3 60% required in 100% · 2 open now · since Jul 2026
Loki 1 20% required in 100% · since Jul 2026
Prometheus 1 20% required in 100% · since Jul 2026
Zabbix 1 20% required in 100% · since Jul 2026

Which engineering practices does Leadlinks ask for?

CI/CD is named in 20% of job postings at Leadlinks.

CI/CD 1 20% required in 100% · since Jul 2026

What does each Leadlinks team work with?

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

Data Science

3 postings
Amazon S33
ClickHouse3
Docker3
Kubernetes3
MinIO3
NumPy3

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How modern is the Leadlinks stack?

Modern 72/100

Leadlinks scores 72 out of 100 (Modern). The score averages how current each technology in the stack is and adds weight for AI adoption. AI technologies in the stack: 0; legacy ones: 0.

How common is the Leadlinks stack in its industry?

Share of the 1,130 companies in the same industries, whose stack Alion knows, that use each technology.

ClickHouse3%
Kubernetes12%
PostgreSQL15%
Python30%
Amazon S36%
NumPy2%
Plotly1%
Polars0%
PostGIS0%
SQL29%

What sets Leadlinks apart

ClickHouse3%
NumPy2%
Plotly1%
Polars0%
PostGIS0%
SciPy1%
Statsmodels1%
Superset1%

Questions about the Leadlinks tech stack

What programming languages does Leadlinks use?

The languages named in Leadlinks job postings are Python (80%), SQL (60%), as a share of the 5 postings of the last 12 months.

Does Leadlinks use NumPy?

Yes. NumPy is named in 3 of 5 job postings (60%) and required in 3 of them.

What cloud and platforms does Leadlinks use?

The cloud and platforms named in Leadlinks job postings are Kubernetes (5), Amazon S3 (3), Superset (3) (postings in brackets).

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

Data Science postings at Leadlinks most often require Amazon S3 (3), ClickHouse (3), Docker (3), Kubernetes (3), out of 3 postings in the last 12 months.

Is the Leadlinks tech stack changing?

No new technology has appeared in Leadlinks job postings in the last six months.

How modern is the Leadlinks tech stack?

Leadlinks scores 72 out of 100 (Modern). The score averages how current each technology in the stack is and adds weight for AI adoption. AI technologies in the stack: 0; legacy ones: 0.

How does Alion know the Leadlinks tech stack?

Alion reads every job posting Leadlinks publishes and tags the technologies each one names. The figures on this page count the 5 postings of the last 12 months and were updated on Oct 9, 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, "Leadlinks tech stack: 30 technologies from 5 job postings", as of Oct 9, 2026. https://alion.io/company/leadlinks/technologies

Licence: CC BY-SA 4.0JSON