Nference
Hospitals & Health Systems · AI Agents

Nference tech stack

Nference builds mostly with Python, SQL, Go, Bash. Its stack also includes AWS, Kubernetes, MySQL, Redis. Python is named in 14 of the 19 job postings Nference published in the last 12 months (74%). Counted by Alion from the job postings of Nference, updated Nov 12, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Nov 12, 2026
Technologies in use
56
Postings analysed
19
Open now
5
Modernity
89 /100
New in 6 months
8

What programming languages does Nference use?

Python is named in 74% of job postings at Nference, followed by SQL (42%), Go (32%), Bash (5%).

Python 14 74% required in 93% · 3 open now · since May 2026
SQL 8 42% required in 75% · 3 open now · since May 2026
Go 6 32% required in 100% · 2 open now · since Jul 2026
Bash 1 5% required in 100% · since Sep 2026
C++ 1 5% required in 100% · since Oct 2026

What frameworks and libraries does Nference use?

PyTorch is named in 16% of job postings at Nference, followed by TensorFlow (16%), OpenTelemetry (16%), NumPy (11%).

PyTorch 3 16% required in 100% · since Sep 2026
TensorFlow 3 16% required in 100% · since Sep 2026
OpenTelemetry 3 16% optional · since May 2026
NumPy 2 11% required in 100% · 1 open now · since Oct 2026
Pandas 2 11% required in 100% · 1 open now · since Oct 2026
Scikit-learn 2 11% required in 100% · 1 open now · since Oct 2026
Django 1 5% required in 100% · 1 open now · since Oct 2026
Flask 1 5% required in 100% · 1 open now · since Oct 2026
Show all (9)
OpenCV1

What databases does Nference use?

MySQL is named in 21% of job postings at Nference, followed by Redis (21%), PostgreSQL (16%).

MySQL 4 21% required in 100% · since Jul 2026
Redis 4 21% optional · 1 open now · since May 2026
PostgreSQL 3 16% required in 100% · since Jul 2026

What cloud and platforms does Nference use?

AWS is named in 53% of job postings at Nference, followed by Kubernetes (42%), GCP (32%), Azure (26%).

AWS 10 53% required in 50% · 2 open now · since May 2026
Kubernetes 8 42% required in 63% · 2 open now · since May 2026
GCP 6 32% required in 33% · 1 open now · since May 2026
Azure 5 26% required in 40% · 1 open now · since May 2026
Apache Kafka 5 26% optional · 1 open now · since May 2026
RabbitMQ 5 26% optional · 1 open now · since May 2026
Grafana 4 21% required in 25% · since May 2026
Linux 3 16% required in 100% · since Sep 2026
Show all (10)
Datadog1
Unix1

What developer tools does Nference use?

Docker is named in 53% of job postings at Nference, followed by Git (47%), Prometheus (21%), Rest API (16%).

Docker 10 53% required in 60% · 2 open now · since May 2026
Git 9 47% required in 100% · 1 open now · since May 2026
Prometheus 4 21% required in 25% · since May 2026
Rest API 3 16% required in 100% · 1 open now · since Aug 2026
DICOM 1 5% required in 100% · since Oct 2026
Terraform 1 5% required in 100% · since Sep 2026
Ansible 1 5% optional · since Sep 2026

What AI and ML technologies does Nference use?

LLM is named in 21% of job postings at Nference, followed by BERT (11%), LoRA (11%), PEFT (11%).

LLM 4 21% required in 100% · 1 open now · since Sep 2026
BERT 2 11% required in 100% · since Sep 2026
LoRA 2 11% optional · since Sep 2026
PEFT 2 11% optional · since Sep 2026

Which engineering practices does Nference ask for?

Machine Learning is named in 84% of job postings at Nference, followed by CI/CD (37%), Embeddings (21%), NLP (21%).

Machine Learning 16 84% required in 94% · 3 open now · since May 2026
CI/CD 7 37% required in 86% · 2 open now · since May 2026
Embeddings 4 21% required in 100% · 1 open now · since Sep 2026
NLP 4 21% required in 100% · 1 open now · since Sep 2026
RAG 4 21% required in 50% · 1 open now · since Sep 2026
Fine-tuning 2 11% required in 100% · since Sep 2026
Interpretability 2 11% required in 100% · since Sep 2026
NER 2 11% required in 100% · since Sep 2026
Show all (18)
Platform Engineering2
Structured Outputs2
Computer Vision1
DNS1
Incident Management1
Multimodal AI1
OCR1
SLI/SLO/SLA1
TCP/IP1
Configuration Management1

What does each Nference team work with?

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

Backend

8 postings
Python7
Go6
Git5
AWS4
Docker4
Kubernetes4

Data Science

5 postings
Python5
LLM4
Git3
PyTorch3
TensorFlow3
BERT2

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How is the Nference 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
NumPyOct 2026
PandasOct 2026
Scikit-learnOct 2026
Structured OutputsOct 2026
LinuxSep 2026
EmbeddingsSep 2026
LLMSep 2026
NLPSep 2026

How modern is the Nference stack?

Cutting-edge AI adopter 89/100

Nference scores 89 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: 4; legacy ones: 0.

How common is the Nference stack in its industry?

Share of the 4,330 companies in the same industries, whose stack Alion knows, that use each technology.

Python55%
AWS41%
Kubernetes31%
SQL42%
GCP29%
Go13%
Apache Kafka12%
Azure31%
RabbitMQ5%
Grafana11%

Questions about the Nference tech stack

What programming languages does Nference use?

The languages named in Nference job postings are Python (74%), SQL (42%), Go (32%), Bash (5%), C++ (5%), as a share of the 19 postings of the last 12 months.

Does Nference use PyTorch?

Yes. PyTorch is named in 3 of 19 job postings (16%) and required in 3 of them.

What cloud and platforms does Nference use?

The cloud and platforms named in Nference job postings are AWS (10), Kubernetes (8), GCP (6) (postings in brackets).

What skills do you need for a Backend job at Nference?

Backend postings at Nference most often require Python (7), Go (6), Git (5), AWS (4), out of 8 postings in the last 12 months.

Is the Nference tech stack changing?

Yes. NumPy, Pandas, Scikit-learn, Structured Outputs first appeared in Nference job postings in the last six months.

How modern is the Nference tech stack?

Nference scores 89 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: 4; legacy ones: 0.

How does Alion know the Nference tech stack?

Alion reads every job posting Nference publishes and tags the technologies each one names. The figures on this page count the 19 postings of the last 12 months and were updated on Nov 12, 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, "Nference tech stack: 56 technologies from 19 job postings", as of Nov 12, 2026. https://alion.io/company/nference/technologies

Licence: CC BY-SA 4.0JSON