Ultra Tendency tech stack

Ultra Tendency builds mostly with SQL, Python, Scala. Its stack also includes Databricks, Spark, Delta Lake, PoC Library. SQL is named in 21 of the 23 job postings Ultra Tendency published in the last 12 months (91%). Counted by Alion from the job postings of Ultra Tendency, updated Oct 16, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Oct 16, 2026
Technologies in use
27
Postings analysed
23
Open now
19
Modernity
81 /100
New in 6 months
8

What programming languages does Ultra Tendency use?

SQL is named in 91% of job postings at Ultra Tendency, followed by Python (87%), Scala (39%).

SQL 21 91% required in 90% · 17 open now · since Feb 2026
Python 20 87% required in 55% · 17 open now · since Feb 2026
Scala 9 39% required in 100% · 7 open now · since Feb 2026

What frameworks and libraries does Ultra Tendency use?

PoC Library is named in 4% of job postings at Ultra Tendency.

PoC Library 1 4% required in 100% · 1 open now · since Aug 2026

What databases does Ultra Tendency use?

Delta Lake is named in 74% of job postings at Ultra Tendency.

Delta Lake 17 74% required in 100% · 16 open now · since Feb 2026

What cloud and platforms does Ultra Tendency use?

Databricks is named in 91% of job postings at Ultra Tendency, followed by Spark (87%), Azure (87%), Apache Kafka (87%).

Databricks 21 91% required in 90% · 19 open now · since Feb 2026
Spark 20 87% required in 95% · 18 open now · since Feb 2026
Azure 20 87% required in 90% · 18 open now · since Feb 2026
Apache Kafka 20 87% optional · 19 open now · since Jun 2026
AWS 19 83% required in 95% · 17 open now · since Feb 2026
GCP 18 78% required in 94% · 16 open now · since Feb 2026
Airflow 9 39% required in 89% · 8 open now · since Feb 2026
MLFlow 8 35% optional · 8 open now · since Jun 2026
Show all (9)
Kubernetes1

What developer tools does Ultra Tendency use?

Apache NiFi is named in 91% of job postings at Ultra Tendency, followed by Ansible (87%), Terraform (87%), Git (39%).

Apache NiFi 21 91% required in 5% · 19 open now · since Jun 2026
Ansible 20 87% optional · 19 open now · since Jun 2026
Terraform 20 87% optional · 19 open now · since Jun 2026
Git 9 39% required in 100% · 8 open now · since Feb 2026
pySpark 9 39% required in 100% · 8 open now · since Feb 2026
Azure Data Factory 4 17% required in 75% · 4 open now · since Jun 2026
Docker 1 4% optional · since Feb 2026
dbt 1 4% optional · 1 open now · since Oct 2026

What AI and ML technologies does Ultra Tendency use?

LLM is named in 39% of job postings at Ultra Tendency.

LLM 9 39% required in 11% · 8 open now · since Jun 2026

Which engineering practices does Ultra Tendency ask for?

Machine Learning is named in 74% of job postings at Ultra Tendency, followed by CI/CD (43%), ETL/ELT (39%), AI Agents (4%).

Machine Learning 17 74% required in 94% · 14 open now · since Feb 2026
CI/CD 10 43% required in 100% · 8 open now · since Feb 2026
ETL/ELT 9 39% required in 100% · 9 open now · since Jun 2026
AI Agents 1 4% required in 100% · 1 open now · since Oct 2026

What does each Ultra Tendency team work with?

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

Data Science

12 postings
Databricks11
Spark11
AWS10
Azure10
SQL10
Delta Lake9

Solutions

9 postings
Python9
SQL9
AWS8
Azure8
Databricks8
Delta Lake8

See the open roles

How does your stack fit Ultra Tendency?

Sign in to compare your skills with this stack and see which open roles fit you.
Sign In

How is the Ultra Tendency 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
ETL/ELTJun 2026
LLMJun 2026
MLFlowJun 2026
Apache NiFiJun 2026
AnsibleJun 2026
Apache KafkaJun 2026
TerraformJun 2026
Azure Data FactoryJun 2026
Rising
CI/CD33% → 50%
Falling
Delta Lake92% → 50%
AWS100% → 60%
GCP92% → 60%
MLFlow50% → 20%
ETL/ELT50% → 30%
LLM50% → 30%
Azure Data Factory25% → 10%

How modern is the Ultra Tendency stack?

Cutting-edge AI adopter 81/100

Ultra Tendency 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: 1; legacy ones: 0.

How common is the Ultra Tendency stack in its industry?

Share of the 4,555 companies in the same industries, whose stack Alion knows, that use each technology.

Databricks18%
SQL52%
Apache Kafka22%
Azure49%
Python51%
Spark18%
AWS44%
GCP32%
Delta Lake7%
Airflow8%

Questions about the Ultra Tendency tech stack

What programming languages does Ultra Tendency use?

The languages named in Ultra Tendency job postings are SQL (91%), Python (87%), Scala (39%), as a share of the 23 postings of the last 12 months.

Does Ultra Tendency use Databricks?

Yes. Databricks is named in 21 of 23 job postings (91%) and required in 19 of them.

What cloud and platforms does Ultra Tendency use?

The cloud and platforms named in Ultra Tendency job postings are Databricks (21), Spark (20), Azure (20) (postings in brackets).

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

Data Science postings at Ultra Tendency most often require Databricks (11), Spark (11), AWS (10), Azure (10), out of 12 postings in the last 12 months.

Is the Ultra Tendency tech stack changing?

Yes. ETL/ELT, LLM, MLFlow, Apache NiFi first appeared in Ultra Tendency job postings in the last six months.

How modern is the Ultra Tendency tech stack?

Ultra Tendency 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: 1; legacy ones: 0.

How does Alion know the Ultra Tendency tech stack?

Alion reads every job posting Ultra Tendency 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 16, 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, "Ultra Tendency tech stack: 27 technologies from 23 job postings", as of Oct 16, 2026. https://alion.io/company/ultra-tendency/technologies

Licence: CC BY-SA 4.0JSON