Sword Health tech stack

Sword Health builds mostly with Python, JavaScript, Node JS, PHP. Its stack also includes AWS, Databricks, JAX, PyTorch. LLM is named in 8 of the 13 job postings Sword Health published in the last 12 months (62%). Counted by Alion from the job postings of Sword Health, updated Sep 29, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Sep 29, 2026
Technologies in use
69
Postings analysed
13
Modernity
76 /100
New in 6 months
8

What programming languages does Sword Health use?

Python is named in 46% of job postings at Sword Health, followed by JavaScript (23%), Node JS (15%), PHP (8%).

Python 6 46% required in 100% · since Feb 2026
JavaScript 3 23% required in 100% · since Feb 2026
Node JS 2 15% required in 100% · since Feb 2026
PHP 1 8% required in 100% · since Mar 2026
SQL 1 8% required in 100% · since Feb 2026

What frameworks and libraries does Sword Health use?

JAX is named in 23% of job postings at Sword Health, followed by PyTorch (23%), Commander.js (8%), Flink (8%).

JAX 3 23% required in 100% · since Jun 2026
PyTorch 3 23% required in 100% · since Jun 2026
Commander.js 1 8% required in 100% · since May 2026
Flink 1 8% required in 100% · since Apr 2026
OpenTelemetry 1 8% required in 100% · since Apr 2026
React.js 1 8% required in 100% · since Feb 2026

What databases does Sword Health use?

BigQuery is named in 8% of job postings at Sword Health, followed by Delta Lake (8%), ElasticSearch (8%), Google BigQuery (8%).

BigQuery 1 8% required in 100% · since Jul 2026
Delta Lake 1 8% required in 100% · since Apr 2026
ElasticSearch 1 8% required in 100% · since Mar 2026
Google BigQuery 1 8% required in 100% · since Jul 2026
MySQL 1 8% required in 100% · since Mar 2026
Redis 1 8% required in 100% · since Mar 2026
Snowflake 1 8% required in 100% · since Apr 2026

What cloud and platforms does Sword Health use?

AWS is named in 23% of job postings at Sword Health, followed by Databricks (23%), GCP (23%), Apache Kafka (15%).

AWS 3 23% required in 100% · since Feb 2026
Databricks 3 23% required in 100% · since Mar 2026
GCP 3 23% required in 100% · since Feb 2026
Apache Kafka 2 15% required in 100% · since Mar 2026
Azure 2 15% required in 100% · since Feb 2026
Figma 2 15% required in 100% · since Mar 2026
Grafana 2 15% required in 100% · since Mar 2026
Anthropic 1 8% required in 100% · since Feb 2026
Show all (15)
Istio1
Kibana1
Kubernetes1
Linux1
OpenAI1
SIEM1
Splunk1

What developer tools does Sword Health use?

Prometheus is named in 15% of job postings at Sword Health, followed by Alertmanager (8%), Docker (8%), Jenkins (8%).

Prometheus 2 15% required in 100% · since Mar 2026
Alertmanager 1 8% required in 100% · since Mar 2026
Docker 1 8% required in 100% · since Mar 2026
Jenkins 1 8% required in 100% · since Mar 2026
Logstash 1 8% required in 100% · since Mar 2026
Model Context Protocol 1 8% required in 100% · since Apr 2026
Tcpdump 1 8% required in 100% · since Mar 2026
Terraform 1 8% required in 100% · since Mar 2026
Show all (10)
dbt1
gRPC1

What AI and ML technologies does Sword Health use?

LLM is named in 62% of job postings at Sword Health.

LLM 8 62% required in 100% · since Feb 2026

Which engineering practices does Sword Health ask for?

AI Agents is named in 69% of job postings at Sword Health, followed by Fine-tuning (31%), Multimodal AI (31%), Machine Learning (23%).

AI Agents 9 69% required in 89% · since Feb 2026
Fine-tuning 4 31% required in 100% · since Jun 2026
Multimodal AI 4 31% required in 100% · since Jun 2026
Machine Learning 3 23% required in 100% · since Jun 2026
Post-training 3 23% required in 100% · since Jun 2026
RLHF 3 23% required in 67% · since Jun 2026
Computer Vision 2 15% required in 100% · since Jun 2026
Pre-training 2 15% required in 100% · since Jun 2026
Show all (25)
SFT2
Agentic Workflows1
CI/CD1
DNS1
Function Calling1
GitOps1
Knowledge Distillation1
Localization1
Model Distillation1
Prompt Engineering1
RAG1
Reinforcement Learning1
Tool Use1
A/B Testing1
DPO1
LLM Guardrails1
Multi-Agent Systems1

What does each Sword Health team work with?

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

AI/ML

6 postings
LLM5
Python5
JAX3
PyTorch3

How does your stack fit Sword Health?

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

How much does Sword Health pay by technology?

Median stated pay of the postings that name each technology, against the median of all Sword Health postings with stated pay: $127k across 12 postings.

TechnologyPostings with payMedianvs company median
LLM7$109k−15%
Python6$127k0%

How is the Sword Health 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
Computer VisionJun 2026
Fine-tuningJun 2026
Multimodal AIJun 2026
JAXJun 2026
Machine LearningJun 2026
Post-trainingJun 2026
PyTorchJun 2026
RLHFJun 2026
Not named for 6 months
AzureMar 2026

How modern is the Sword Health stack?

Cutting-edge AI adopter 76/100

Sword Health 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 common is the Sword Health stack in its industry?

Share of the 334 companies in the same industries, whose stack Alion knows, that use each technology.

LLM40%
Python54%
AWS45%
Databricks9%
GCP34%
JAX3%
JavaScript44%
PyTorch18%
Apache Kafka11%
Azure31%

What sets Sword Health apart

JAX3%

Questions about the Sword Health tech stack

What programming languages does Sword Health use?

The languages named in Sword Health job postings are Python (46%), JavaScript (23%), Node JS (15%), PHP (8%), SQL (8%), as a share of the 13 postings of the last 12 months.

Does Sword Health use JAX?

Yes. JAX is named in 3 of 13 job postings (23%) and required in 3 of them.

What cloud and platforms does Sword Health use?

The cloud and platforms named in Sword Health job postings are AWS (3), Databricks (3), GCP (3) (postings in brackets).

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

AI/ML postings at Sword Health most often require LLM (5), Python (5), JAX (3), PyTorch (3), out of 6 postings in the last 12 months.

Is the Sword Health tech stack changing?

Yes. Computer Vision, Fine-tuning, Multimodal AI, JAX first appeared in Sword Health job postings in the last six months.

How modern is the Sword Health tech stack?

Sword Health 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 Sword Health tech stack?

Alion reads every job posting Sword Health publishes and tags the technologies each one names. The figures on this page count the 13 postings of the last 12 months and were updated on Sep 29, 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, "Sword Health tech stack: 69 technologies from 13 job postings", as of Sep 29, 2026. https://alion.io/company/sword-health/technologies

Licence: CC BY-SA 4.0JSON