Natera tech stack
Natera builds mostly with Python, SQL, JavaScript, TypeScript. Its stack also includes AWS, Amazon S3, Snowflake, MySQL. Python is named in 40 of the 90 job postings Natera published in the last 12 months (44%). Counted by Alion from the job postings of Natera, updated Sep 27, 2026.
What programming languages does Natera use?
Python is named in 44% of job postings at Natera, followed by SQL (36%), JavaScript (12%), TypeScript (11%).
Python
40 44%
SQL
32 36%
JavaScript
11 12%
TypeScript
10 11%
Java
8 9%
Node JS
3 3%
Sass
3 3%
C#
1 1%
Show all (11)
What frameworks and libraries does Natera use?
React.js is named in 8% of job postings at Natera, followed by PyTorch (4%), Pandas (4%), Playwright (4%).
React.js
7 8%
PyTorch
4 4%
Pandas
4 4%
Playwright
4 4%
LangChain
4 4%
Dagster
3 3%
Hibernate
3 3%
Streamlit
3 3%
Show all (36)
What databases does Natera use?
Snowflake is named in 14% of job postings at Natera, followed by MySQL (12%), PostgreSQL (11%), DynamoDB (6%).
Snowflake
13 14%
MySQL
11 12%
PostgreSQL
10 11%
DynamoDB
5 6%
Amazon Redshift
5 6%
ElasticSearch
2 2%
Redis
1 1%
What cloud and platforms does Natera use?
AWS is named in 40% of job postings at Natera, followed by Amazon S3 (14%), AWS Lambda (11%), Linux (11%).
AWS
36 40%
AWS Lambda
10 11%
GitLab
10 11%
Apache Kafka
8 9%
GCP
7 8%
Show all (36)
What developer tools does Natera use?
Docker is named in 16% of job postings at Natera, followed by Microsoft Excel (13%), Terraform (9%), Rest API (9%).
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What AI and ML technologies does Natera use?
LLM is named in 14% of job postings at Natera, followed by Claude (13%), PEFT (1%), Whisper (1%).
Which engineering practices does Natera ask for?
CI/CD is named in 21% of job postings at Natera, followed by AI Agents (18%), RAG (11%), Machine Learning (11%).
CI/CD
19 21%
AI Agents
16 18%
RAG
10 11%
Function Calling
6 7%
Multimodal AI
5 6%
Show all (40)
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
20 postingsDevOps
12 postingsBackend
12 postingsLeadership
8 postingsSales
6 postingsAI/ML
6 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: $159k across 59 postings.
| Technology | Postings with pay | Median | vs company median |
|---|---|---|---|
| Python | 30 | $168k | +5% |
| AWS | 24 | $173k | +9% |
| SQL | 22 | $166k | +4% |
| Snowflake | 9 | $180k | +13% |
| Claude | 9 | $157k | −1% |
| PostgreSQL | 8 | $172k | +8% |
| Amazon S3 | 8 | $166k | +4% |
| MySQL | 8 | $166k | +4% |
| Linux | 8 | $160k | 0% |
| GitLab | 8 | $159k | 0% |
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 83 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 86 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 (44%), SQL (36%), JavaScript (12%), TypeScript (11%), Java (9%), as a share of the 90 postings of the last 12 months.
Does Natera use React.js?
Yes. React.js is named in 7 of 90 job postings (8%) and required in 7 of them.
What cloud and platforms does Natera use?
The cloud and platforms named in Natera job postings are AWS (36), Amazon S3 (13), AWS Lambda (10) (postings in brackets).
What skills do you need for a Science & Research job at Natera?
Science & Research postings at Natera most often require Python (9), CAPA (3), Microsoft Excel (3), Linux (2), out of 20 postings in the last 12 months.
Is the Natera tech stack changing?
Yes. Hallucination, Tableau, GitHub, Ansible first appeared in Natera job postings in the last six months.
How modern is the Natera tech stack?
Natera scores 83 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 90 postings of the last 12 months and were updated on Sep 27, 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: 161 technologies from 90 job postings", as of Sep 27, 2026. https://alion.io/company/natera/technologies