Beacon Biosignals
Medical AI · Neurotech & Neuromodulation

Beacon Biosignals tech stack

Beacon Biosignals builds mostly with TypeScript, Python, SQL, Julia. Its stack also includes Kubernetes, PostgreSQL, Amazon Kinesis, PyTorch. TypeScript is named in 17 of the 54 job postings Beacon Biosignals published in the last 12 months (31%). Counted by Alion from the job postings of Beacon Biosignals, updated Nov 13, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Nov 13, 2026
Technologies in use
56
Postings analysed
54
Open now
14
Modernity
73 /100
New in 6 months
1

What programming languages does Beacon Biosignals use?

TypeScript is named in 31% of job postings at Beacon Biosignals, followed by Python (28%), SQL (28%), Julia (24%).

TypeScript 17 31% required in 88% · 2 open now · since Jul 2026
Python 15 28% required in 100% · 2 open now · since Jul 2026
SQL 15 28% required in 100% · 3 open now · since Jul 2026
Julia 13 24% required in 100% · 1 open now · since Jul 2026
JavaScript 13 24% required in 77% · 1 open now · since Jun 2026
Node JS 9 17% required in 100% · 1 open now · since Aug 2026
Kotlin 4 7% required in 50% · since Jun 2026
Swift 4 7% required in 50% · since Jun 2026

What frameworks and libraries does Beacon Biosignals use?

PyTorch is named in 13% of job postings at Beacon Biosignals, followed by React Native (7%), React.js (7%), Core Bluetooth (2%).

PyTorch 7 13% required in 100% · 3 open now · since Aug 2026
React Native 4 7% required in 100% · since Jun 2026
React.js 4 7% required in 25% · since Jun 2026
Core Bluetooth 1 2% required in 100% · since Oct 2026

What databases does Beacon Biosignals use?

PostgreSQL is named in 22% of job postings at Beacon Biosignals, followed by Snowflake (7%).

PostgreSQL 12 22% required in 100% · 1 open now · since Jul 2026
Snowflake 4 7% required in 75% · 1 open now · since Jul 2026

What cloud and platforms does Beacon Biosignals use?

Kubernetes is named in 22% of job postings at Beacon Biosignals, followed by Amazon Kinesis (20%), Apache Kafka (20%), RabbitMQ (20%).

Kubernetes 12 22% required in 100% · 1 open now · since Jun 2026
Amazon Kinesis 11 20% required in 100% · 1 open now · since Jul 2026
Apache Kafka 11 20% required in 100% · 1 open now · since Jul 2026
RabbitMQ 11 20% required in 100% · 1 open now · since Jul 2026
GitHub 10 19% required in 70% · 1 open now · since Aug 2026
GCP 6 11% required in 100% · 1 open now · since Aug 2026
RTOS 4 7% required in 100% · 1 open now · since Aug 2026
Figma 3 6% required in 100% · since Aug 2026
Show all (18)
Superset3
Expo3
AWS2
Databricks2
Framer2
Looker2
Tableau2
Webflow2
Azure1
Windows1

What developer tools does Beacon Biosignals use?

GraphQL is named in 26% of job postings at Beacon Biosignals, followed by Helm (20%), Terraform (20%), Git (7%).

GraphQL 14 26% required in 100% · 3 open now · since Jul 2026
Helm 11 20% required in 100% · 1 open now · since Jul 2026
Terraform 11 20% required in 100% · 1 open now · since Jul 2026
Git 4 7% required in 100% · 1 open now · since Aug 2026
dbt 2 4% required in 100% · 1 open now · since Jul 2026
Microsoft Excel 1 2% required in 100% · 1 open now · since Sep 2026

What AI and ML technologies does Beacon Biosignals use?

LLM is named in 13% of job postings at Beacon Biosignals.

LLM 7 13% required in 100% · 1 open now · since Jul 2026

Which engineering practices does Beacon Biosignals ask for?

Machine Learning is named in 26% of job postings at Beacon Biosignals, followed by AI Agents (13%), CI/CD (13%), Time Series (13%).

Machine Learning 14 26% required in 100% · 5 open now · since Jul 2026
AI Agents 7 13% required in 100% · 1 open now · since Jul 2026
CI/CD 7 13% required in 100% · 3 open now · since Aug 2026
Time Series 7 13% required in 100% · 3 open now · since Aug 2026
Design Controls 5 9% required in 100% · 3 open now · since Sep 2026
FDA 510(k) 4 7% required in 75% · 1 open now · since Aug 2026
ETL/ELT 2 4% required in 100% · since Jul 2026
Feature Store 2 4% required in 100% · 1 open now · since Jul 2026
Show all (17)
Good Clinical Practice2
Human Factors Engineering1
IEC 623041
IEC 623661
Incident Management1
Platform Engineering1
CAPA1
Offline-First1
State Management1

What does each Beacon Biosignals team work with?

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

Backend

12 postings
Julia12
SQL12
GraphQL11
PostgreSQL11
Python11
TypeScript11

Hardware

4 postings
Git4
GitHub4
Python4
RTOS4

Mobile

4 postings
React Native4
Kotlin2
Swift2

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How much does Beacon Biosignals pay by technology?

Median stated pay of the postings that name each technology, against the median of all Beacon Biosignals postings with stated pay: $170k across 42 postings.

TechnologyPostings with payMedianvs company median
TypeScript16$190k+12%
SQL14$177k+4%
Python14$170k0%
JavaScript12$190k+12%
Julia12$180k+6%
PostgreSQL11$190k+12%
Kubernetes10$190k+12%
Amazon Kinesis10$190k+12%
Apache Kafka10$190k+12%
RabbitMQ10$190k+12%

How is the Beacon Biosignals 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
Good Clinical PracticeOct 2026
Rising
Machine Learning14% → 30%
GCP0% → 15%
Node JS7% → 20%
Design Controls0% → 13%
FDA 510(k)0% → 10%
CI/CD7% → 15%
PyTorch7% → 15%
Time Series7% → 15%
Falling
Snowflake21% → 3%
Julia36% → 20%
TypeScript43% → 28%

How modern is the Beacon Biosignals stack?

Modern AI adopter 73/100

Beacon Biosignals 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 Beacon Biosignals stack in its industry?

Share of the 488 companies in the same industries, whose stack Alion knows, that use each technology.

TypeScript41%
Python69%
SQL48%
JavaScript45%
Julia1%
Kubernetes37%
PostgreSQL31%
Amazon Kinesis2%
Apache Kafka13%
RabbitMQ7%

What sets Beacon Biosignals apart

Julia1%
Amazon Kinesis2%
RTOS4%
Expo1%
Superset1%

Questions about the Beacon Biosignals tech stack

What programming languages does Beacon Biosignals use?

The languages named in Beacon Biosignals job postings are TypeScript (31%), Python (28%), SQL (28%), Julia (24%), JavaScript (24%), as a share of the 54 postings of the last 12 months.

Does Beacon Biosignals use PyTorch?

Yes. PyTorch is named in 7 of 54 job postings (13%) and required in 7 of them.

What cloud and platforms does Beacon Biosignals use?

The cloud and platforms named in Beacon Biosignals job postings are Kubernetes (12), Amazon Kinesis (11), Apache Kafka (11) (postings in brackets).

What skills do you need for a Backend job at Beacon Biosignals?

Backend postings at Beacon Biosignals most often require Julia (12), SQL (12), GraphQL (11), PostgreSQL (11), out of 12 postings in the last 12 months.

Is the Beacon Biosignals tech stack changing?

Yes. Good Clinical Practice first appeared in Beacon Biosignals job postings in the last six months.

How modern is the Beacon Biosignals tech stack?

Beacon Biosignals 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 Beacon Biosignals tech stack?

Alion reads every job posting Beacon Biosignals publishes and tags the technologies each one names. The figures on this page count the 54 postings of the last 12 months and were updated on Nov 13, 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, "Beacon Biosignals tech stack: 56 technologies from 54 job postings", as of Nov 13, 2026. https://alion.io/company/beacon-biosignals/technologies

Licence: CC BY-SA 4.0JSON