Natera tech stack
Natera builds mostly with Python, SQL, JavaScript, TypeScript. Its stack also includes AWS, Linux, Snowflake, MySQL. Python is named in 79 of the 222 job postings Natera published in the last 12 months (36%). Counted by Alion from the job postings of Natera, updated Nov 11, 2026.
What programming languages does Natera use?
Python is named in 36% of job postings at Natera, followed by SQL (26%), JavaScript (7%), TypeScript (6%).
Python
79 36%
SQL
58 26%
JavaScript
15 7%
TypeScript
14 6%
Java
14 6%
Node JS
4 2%
Kotlin
4 2%
Sass
4 2%
Show all (14)
What frameworks and libraries does Natera use?
React.js is named in 4% of job postings at Natera, followed by NumPy (4%), Pandas (4%), PyTorch (3%).
React.js
8 4%
NumPy
8 4%
Pandas
8 4%
PyTorch
7 3%
Scikit-learn
7 3%
Playwright
5 2%
LangChain
5 2%
Dagster
4 2%
Show all (46)
And 6 more, each named in fewer postings.
What databases does Natera use?
Snowflake is named in 9% of job postings at Natera, followed by MySQL (9%), PostgreSQL (7%), DynamoDB (5%).
Snowflake
21 9%
MySQL
19 9%
PostgreSQL
16 7%
DynamoDB
10 5%
Amazon Redshift
5 2%
ElasticSearch
4 2%
Oracle
1 <1%
Show all (9)
What cloud and platforms does Natera use?
AWS is named in 24% of job postings at Natera, followed by Linux (11%), Amazon S3 (9%), GitLab (9%).
AWS
54 24%
GitLab
19 9%
AWS Lambda
17 8%
GCP
14 6%
Power BI
14 6%
Apache Kafka
12 5%
Show all (41)
And 1 more, each named in fewer postings.
What developer tools does Natera use?
LIMS is named in 14% of job postings at Natera, followed by Microsoft Excel (10%), Docker (9%), Rest API (6%).
Docker
20 9%
Rest API
14 6%
Terraform
11 5%
Git
10 5%
dbt
9 4%
Show all (37)
What AI and ML technologies does Natera use?
LLM is named in 8% of job postings at Natera, followed by Claude (7%), PEFT (<1%), Whisper (<1%).
Which engineering practices does Natera ask for?
Next-Generation Sequencing is named in 25% of job postings at Natera, followed by Machine Learning (12%), CI/CD (12%), AI Agents (9%).
CI/CD
26 12%
AI Agents
21 9%
Show all (64)
And 24 more, each named in fewer postings.
What does each Natera team work with?
The technologies each team's postings require most often, with the number of postings that require them.
Science & Research
36 postingsBackend
21 postingsLeadership
17 postingsBiotech
16 postingsHow does your stack fit Natera?
How much does Natera pay by technology?
Median stated pay of the postings that name each technology, against the median of all Natera postings with stated pay: $165k across 152 postings.
| Technology | Postings with pay | Median | vs company median |
|---|---|---|---|
| Python | 67 | $175k | +6% |
| SQL | 45 | $175k | +6% |
| AWS | 43 | $171k | +3% |
| Linux | 23 | $163k | −1% |
| Snowflake | 16 | $178k | +8% |
| MySQL | 15 | $159k | −3% |
| GitLab | 15 | $159k | −4% |
| PostgreSQL | 14 | $163k | −1% |
| Amazon S3 | 14 | $158k | −4% |
| Claude | 13 | $156k | −5% |
How is the Natera 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.
How modern is the Natera stack?
Natera scores 82 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 Natera stack in its industry?
Share of the 260 companies in the same industries, whose stack Alion knows, that use each technology.
What sets Natera apart
Companies with a stack like Natera
Questions about the Natera tech stack
What programming languages does Natera use?
The languages named in Natera job postings are Python (36%), SQL (26%), JavaScript (7%), TypeScript (6%), Java (6%), as a share of the 222 postings of the last 12 months.
Does Natera use React.js?
Yes. React.js is named in 8 of 222 job postings (4%) and required in 8 of them.
What cloud and platforms does Natera use?
The cloud and platforms named in Natera job postings are AWS (54), Linux (25), Amazon S3 (19) (postings in brackets).
What skills do you need for a Science & Research job at Natera?
Science & Research postings at Natera most often require Python (18), Linux (8), SQL (6), JMP (5), out of 36 postings in the last 12 months.
Is the Natera tech stack changing?
Yes. XGBoost, Interpretability, FMEA, Clean Architecture first appeared in Natera job postings in the last six months.
How modern is the Natera tech stack?
Natera scores 82 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 Natera tech stack?
Alion reads every job posting Natera publishes and tags the technologies each one names. The figures on this page count the 222 postings of the last 12 months and were updated on Nov 11, 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, "Natera tech stack: 215 technologies from 222 job postings", as of Nov 11, 2026. https://alion.io/company/natera/technologies