Sword Health
Medical AI · Physiotherapy & Rehabilitation

Sword Health tech stack

Sword Health builds mostly with Python, SQL, JavaScript, Node JS. Its stack also includes GCP, AWS, Redis, Snowflake. LLM is named in 18 of the 52 job postings Sword Health published in the last 12 months (35%). Counted by Alion from the job postings of Sword Health, updated Nov 14, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Nov 14, 2026
Technologies in use
103
Postings analysed
52
Open now
16
Modernity
73 /100
New in 6 months
8

What programming languages does Sword Health use?

Python is named in 23% of job postings at Sword Health, followed by SQL (13%), JavaScript (12%), Node JS (8%).

Python 12 23% required in 100% · 1 open now · since Feb 2026
SQL 7 13% required in 100% · since Feb 2026
JavaScript 6 12% required in 83% · 1 open now · since Feb 2026
Node JS 4 8% required in 100% · since Feb 2026
PHP 2 4% required in 100% · 1 open now · since Mar 2026
TypeScript 2 4% required in 100% · 2 open now · since Sep 2026
YARA 2 4% required in 100% · 1 open now · since Sep 2026
Go 2 4% required in 50% · 1 open now · since Sep 2026
Show all (10)
Kotlin1
Swift1

What frameworks and libraries does Sword Health use?

JAX is named in 6% of job postings at Sword Health, followed by PyTorch (6%), Flink (4%), OpenTelemetry (4%).

JAX 3 6% required in 100% · since Jun 2026
PyTorch 3 6% required in 100% · since Jun 2026
Flink 2 4% required in 100% · 1 open now · since Apr 2026
OpenTelemetry 2 4% required in 100% · 1 open now · since Apr 2026
React.js 2 4% required in 100% · since Feb 2026
Jetpack Compose 1 2% required in 100% · since Sep 2026
SwiftUI 1 2% required in 100% · since Sep 2026
StoreKit 1 2% optional · since Sep 2026
Show all (9)
UIKit1

What databases does Sword Health use?

Redis is named in 6% of job postings at Sword Health, followed by Snowflake (6%), Delta Lake (4%), ElasticSearch (4%).

Redis 3 6% required in 100% · 1 open now · since Mar 2026
Snowflake 3 6% required in 100% · 1 open now · since Apr 2026
Delta Lake 2 4% required in 100% · 1 open now · since Apr 2026
ElasticSearch 2 4% required in 100% · 1 open now · since Mar 2026
Google BigQuery 2 4% required in 100% · since Jul 2026
MySQL 2 4% required in 100% · 1 open now · since Mar 2026
Memcached 1 2% required in 100% · since Nov 2026

What cloud and platforms does Sword Health use?

GCP is named in 21% of job postings at Sword Health, followed by AWS (15%), Azure (10%), Databricks (10%).

GCP 11 21% required in 91% · 3 open now · since Feb 2026
AWS 8 15% required in 88% · 3 open now · since Feb 2026
Azure 5 10% required in 100% · 2 open now · since Feb 2026
Databricks 5 10% required in 100% · 1 open now · since Mar 2026
Apache Kafka 4 8% required in 100% · 2 open now · since Mar 2026
Figma 4 8% required in 100% · since Mar 2026
Grafana 4 8% required in 100% · 2 open now · since Mar 2026
Braze 3 6% required in 100% · 1 open now · since Oct 2026
Show all (21)
SIEM3
Splunk3
Looker3
Anthropic2
Google SecOps2
Istio2
Kibana2
Kubernetes2
Linux2
OpenAI2
Postman2
Tableau2
RevenueCat2

What developer tools does Sword Health use?

Prometheus is named in 8% of job postings at Sword Health, followed by Alertmanager (4%), Docker (4%), Jenkins (4%).

Prometheus 4 8% required in 100% · 2 open now · since Mar 2026
Alertmanager 2 4% required in 100% · 1 open now · since Mar 2026
Docker 2 4% required in 100% · 1 open now · since Mar 2026
Jenkins 2 4% required in 100% · 1 open now · since Mar 2026
Logstash 2 4% required in 100% · 1 open now · since Mar 2026
Microsoft Excel 2 4% required in 100% · since Sep 2026
Model Context Protocol 2 4% required in 100% · 1 open now · since Apr 2026
Tcpdump 2 4% required in 100% · 1 open now · since Mar 2026
Show all (15)
Terraform2
YARA2
dbt2
gRPC2
Git2
Rest API1
Google Play Billing1

What AI and ML technologies does Sword Health use?

LLM is named in 35% of job postings at Sword Health.

LLM 18 35% required in 100% · 4 open now · since Feb 2026

Which engineering practices does Sword Health ask for?

AI Agents is named in 35% of job postings at Sword Health, followed by Fine-tuning (13%), CI/CD (12%), A/B Testing (12%).

AI Agents 18 35% required in 94% · 3 open now · since Feb 2026
Fine-tuning 7 13% required in 100% · 2 open now · since Jun 2026
CI/CD 6 12% required in 83% · 3 open now · since Mar 2026
A/B Testing 6 12% required in 33% · since Sep 2026
RLHF 5 10% required in 40% · 1 open now · since Jun 2026
Multimodal AI 4 8% required in 100% · since Jun 2026
Function Calling 3 6% required in 100% · 1 open now · since Aug 2026
IEC 62304 3 6% required in 100% · 2 open now · since Sep 2026
Show all (37)
ISO 134853
Knowledge Distillation3
Machine Learning3
Model Distillation3
Post-training3
Verification & Validation3
DPO3
21 CFR Part 8202
Agentic Workflows2
Computer Vision2
DNS2
EU MDR2
GitOps2
ISO 149712
Pre-training2
Prompt Engineering2
RAG2
SFT2
Voice Agents2
CAPA1
Clean Architecture1
EU AI Act1
Human-in-the-Loop1
Localization1
Reinforcement Learning1
Text-to-Speech1
LLM Guardrails1
Multi-Agent Systems1
Recommender Systems1

What other technologies does Sword Health use?

Kaia is named in 12% of job postings at Sword Health, followed by Kotlin Coroutines (2%), Swift Concurrency (2%).

Kaia 6 12% required in 100% · 3 open now · since Sep 2026
Kotlin Coroutines 1 2% required in 100% · since Sep 2026
Swift Concurrency 1 2% required in 100% · since Sep 2026

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

12 postings
LLM10
Python9
GCP5
SQL5
JAX3
PyTorch3

Sales

6 postings
Databricks3
Figma3
Kaia2

Product

6 postings
LLM4
Google BigQuery2

Marketing

6 postings
Braze3
Kaia3

Security

3 postings
AWS3
GCP3
Python3
SIEM3
Splunk3
Google SecOps2

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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: $103k across 50 postings.

TechnologyPostings with payMedianvs company median
LLM17$106k+3%
Python12$117k+13%
GCP11$123k+20%
AWS8$210k+103%
SQL7$92k−11%
JavaScript6$151k+47%
Databricks5$413k+300%
Azure5$209k+103%

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
TableauOct 2026
BrazeOct 2026
ISO 14971Oct 2026
Microsoft ExcelSep 2026
IEC 62304Sep 2026
ISO 13485Sep 2026
Verification & ValidationSep 2026
21 CFR Part 820Sep 2026

How modern is the Sword Health stack?

Modern AI adopter 73/100

Sword Health scores 73 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: 1; legacy ones: 0.

How common is the Sword Health stack in its industry?

Share of the 626 companies in the same industries, whose stack Alion knows, that use each technology.

LLM33%
Python52%
GCP27%
AWS39%
SQL38%
JavaScript36%
Azure27%
Databricks9%
Apache Kafka10%
Figma15%

What sets Sword Health apart

Braze2%
JAX2%
Splunk2%

Questions about the Sword Health tech stack

What programming languages does Sword Health use?

The languages named in Sword Health job postings are Python (23%), SQL (13%), JavaScript (12%), Node JS (8%), PHP (4%), as a share of the 52 postings of the last 12 months.

Does Sword Health use JAX?

Yes. JAX is named in 3 of 52 job postings (6%) 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 GCP (11), AWS (8), Azure (5) (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 (10), Python (9), GCP (5), SQL (5), out of 12 postings in the last 12 months.

Is the Sword Health tech stack changing?

Yes. Tableau, Braze, ISO 14971, Microsoft Excel first appeared in Sword Health job postings in the last six months.

How modern is the Sword Health tech stack?

Sword Health scores 73 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: 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 52 postings of the last 12 months and were updated on Nov 14, 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: 103 technologies from 52 job postings", as of Nov 14, 2026. https://alion.io/company/sword-health/technologies

Licence: CC BY-SA 4.0JSON