Apertera tech stack

Apertera builds mostly with Python, SQL. Its stack also includes AWS, Airflow, PyTorch, TensorFlow. LLM is named in 7 of the 7 job postings Apertera published in the last 12 months (100%). Counted by Alion from the job postings of Apertera, updated Oct 20, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Oct 20, 2026
Technologies in use
39
Postings analysed
7
Open now
7
Modernity
76 /100

What programming languages does Apertera use?

Python is named in 57% of job postings at Apertera, followed by SQL (14%).

Python 4 57% required in 75% · 4 open now · since Oct 2026
SQL 1 14% optional · 1 open now · since Oct 2026

What frameworks and libraries does Apertera use?

PyTorch is named in 43% of job postings at Apertera, followed by TensorFlow (43%), Pandas (43%), Streamlit (14%).

PyTorch 3 43% required in 100% · 3 open now · since Oct 2026
TensorFlow 3 43% required in 100% · 3 open now · since Oct 2026
Pandas 3 43% required in 67% · 3 open now · since Oct 2026
Streamlit 1 14% required in 100% · 1 open now · since Oct 2026

What databases does Apertera use?

Amazon Redshift is named in 14% of job postings at Apertera, followed by Milvus (14%), Pinecone (14%), Qdrant (14%).

Amazon Redshift 1 14% optional · 1 open now · since Oct 2026
Milvus 1 14% optional · 1 open now · since Oct 2026
Pinecone 1 14% optional · 1 open now · since Oct 2026
Qdrant 1 14% optional · 1 open now · since Oct 2026

What cloud and platforms does Apertera use?

AWS is named in 57% of job postings at Apertera, followed by Airflow (43%), AWS Bedrock (43%), Azure (43%).

AWS 4 57% required in 50% · 4 open now · since Oct 2026
Airflow 3 43% required in 100% · 3 open now · since Oct 2026
AWS Bedrock 3 43% required in 67% · 3 open now · since Oct 2026
Azure 3 43% required in 67% · 3 open now · since Oct 2026
GCP 3 43% required in 67% · 3 open now · since Oct 2026
Hugging Face 3 43% required in 67% · 3 open now · since Oct 2026
Amazon S3 1 14% optional · 1 open now · since Oct 2026

What developer tools does Apertera use?

Git is named in 29% of job postings at Apertera, followed by Model Context Protocol (29%), AWS Glue (14%).

Git 2 29% required in 100% · 2 open now · since Oct 2026
Model Context Protocol 2 29% required in 100% · 2 open now · since Oct 2026
AWS Glue 1 14% optional · 1 open now · since Oct 2026

What AI and ML technologies does Apertera use?

LLM is named in 100% of job postings at Apertera.

LLM 7 100% required in 100% · 7 open now · since Oct 2026

Which engineering practices does Apertera ask for?

RAG is named in 100% of job postings at Apertera, followed by Machine Learning (57%), CI/CD (43%), Context Engineering (43%).

RAG 7 100% required in 100% · 7 open now · since Oct 2026
Machine Learning 4 57% required in 100% · 4 open now · since Oct 2026
CI/CD 3 43% required in 100% · 3 open now · since Oct 2026
Context Engineering 3 43% required in 100% · 3 open now · since Oct 2026
NLP 3 43% required in 100% · 3 open now · since Oct 2026
Pre-training 3 43% required in 100% · 3 open now · since Oct 2026
AI Agents 2 29% required in 100% · 2 open now · since Oct 2026
DPO 2 29% required in 100% · 2 open now · since Oct 2026
Show all (18)
Fine-tuning2
GRPO2
PPO2
Reinforcement Learning2
SFT2
Semantic Search1
Semantic Search1
Agentic Workflows1
ETL/ELT1
Post-training1

What does each Apertera team work with?

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

AI/ML

3 postings
LLM3
PyTorch3
Python3
TensorFlow3
AWS2
AWS Bedrock2

Marketing

3 postings
Airflow3
LLM3

See the open roles

How does your stack fit Apertera?

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

How modern is the Apertera stack?

Cutting-edge AI adopter 76/100

Apertera scores 76 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.

Questions about the Apertera tech stack

What programming languages does Apertera use?

The languages named in Apertera job postings are Python (57%), SQL (14%), as a share of the 7 postings of the last 12 months.

Does Apertera use PyTorch?

Yes. PyTorch is named in 3 of 7 job postings (43%) and required in 3 of them.

What cloud and platforms does Apertera use?

The cloud and platforms named in Apertera job postings are AWS (4), Airflow (3), AWS Bedrock (3) (postings in brackets).

What skills do you need for a AI/ML job at Apertera?

AI/ML postings at Apertera most often require LLM (3), PyTorch (3), Python (3), TensorFlow (3), out of 3 postings in the last 12 months.

Is the Apertera tech stack changing?

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

How modern is the Apertera tech stack?

Apertera scores 76 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 Apertera tech stack?

Alion reads every job posting Apertera publishes and tags the technologies each one names. The figures on this page count the 7 postings of the last 12 months and were updated on Oct 20, 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, "Apertera tech stack: 39 technologies from 7 job postings", as of Oct 20, 2026. https://alion.io/company/apertera/technologies

Licence: CC BY-SA 4.0JSON