Gilead Sciences tech stack
Gilead Sciences builds mostly with Python, SQL, TypeScript, C#. Its stack also includes AWS, Databricks, Triton, PyTorch. Python is named in 46 of the 278 job postings Gilead Sciences published in the last 12 months (17%). Counted by Alion from the job postings of Gilead Sciences, updated Nov 11, 2026.
What programming languages does Gilead Sciences use?
Python is named in 17% of job postings at Gilead Sciences, followed by SQL (7%), TypeScript (2%), C# (1%).
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What frameworks and libraries does Gilead Sciences use?
Triton is named in 3% of job postings at Gilead Sciences, followed by PyTorch (2%), TensorFlow (1%), Scikit-learn (1%).
PyTorch
5 2%
TensorFlow
4 1%
Scikit-learn
4 1%
XGBoost
2 1%
LightGBM
2 1%
NumPy
2 1%
ASP.NET Core
1 <1%
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What databases does Gilead Sciences use?
Oracle is named in 1% of job postings at Gilead Sciences, followed by Teradata (1%), Snowflake (1%), Delta Lake (<1%).
What cloud and platforms does Gilead Sciences use?
AWS is named in 12% of job postings at Gilead Sciences, followed by Databricks (10%), Tableau (8%), GCP (6%).
AWS
33 12%
Databricks
27 10%
Tableau
22 8%
GCP
17 6%
Azure
15 5%
Power BI
14 5%
Kubernetes
6 2%
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And 2 more, each named in fewer postings.
What developer tools does Gilead Sciences use?
Microsoft Excel is named in 10% of job postings at Gilead Sciences, followed by Copilot (7%), Veeva (5%), LIMS (3%).
Show all (32)
What AI and ML technologies does Gilead Sciences use?
LLM is named in 6% of job postings at Gilead Sciences, followed by Claude (1%).
Which engineering practices does Gilead Sciences ask for?
GMP is named in 20% of job postings at Gilead Sciences, followed by Machine Learning (14%), CAPA (10%), AI Agents (8%).
AI Agents
23 8%
CI/CD
18 6%
RAG
13 5%
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And 32 more, each named in fewer postings.
What does each Gilead Sciences team work with?
The technologies each team's postings require most often, with the number of postings that require them.
Science & Research
30 postingsIndustrial Engineering
29 postingsLeadership
26 postingsHow does your stack fit Gilead Sciences?
How much does Gilead Sciences pay by technology?
Median stated pay of the postings that name each technology, against the median of all Gilead Sciences postings with stated pay: $219k across 172 postings.
| Technology | Postings with pay | Median | vs company median |
|---|---|---|---|
| AWS | 27 | $219k | 0% |
| Python | 23 | $219k | 0% |
| Databricks | 19 | $219k | 0% |
| Tableau | 18 | $242k | +10% |
| SQL | 14 | $211k | −3% |
| LLM | 13 | $219k | 0% |
| GCP | 11 | $214k | −2% |
| Azure | 10 | $219k | 0% |
| Power BI | 7 | $236k | +8% |
| Amazon S3 | 6 | $204k | −7% |
How is the Gilead Sciences 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 Gilead Sciences stack?
Gilead Sciences scores 74 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: 2; legacy ones: 1.
How common is the Gilead Sciences stack in its industry?
Share of the 510 companies in the same industries, whose stack Alion knows, that use each technology.
What sets Gilead Sciences apart
Companies with a stack like Gilead Sciences
Questions about the Gilead Sciences tech stack
What programming languages does Gilead Sciences use?
The languages named in Gilead Sciences job postings are Python (17%), SQL (7%), TypeScript (2%), C# (1%), Java (1%), as a share of the 278 postings of the last 12 months.
Does Gilead Sciences use Triton?
Yes. Triton is named in 8 of 278 job postings (3%) and required in 6 of them.
What cloud and platforms does Gilead Sciences use?
The cloud and platforms named in Gilead Sciences job postings are AWS (33), Databricks (27), Tableau (22) (postings in brackets).
What skills do you need for a Science & Research job at Gilead Sciences?
Science & Research postings at Gilead Sciences most often require GCP (2), LIMS (2), MATLAB (2), Python (2), out of 30 postings in the last 12 months.
Is the Gilead Sciences tech stack changing?
Yes. ICH Guidelines, PCR, VPN, AutoCAD first appeared in Gilead Sciences job postings in the last six months.
How modern is the Gilead Sciences tech stack?
Gilead Sciences scores 74 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: 2; legacy ones: 1.
How does Alion know the Gilead Sciences tech stack?
Alion reads every job posting Gilead Sciences publishes and tags the technologies each one names. The figures on this page count the 278 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, "Gilead Sciences tech stack: 191 technologies from 278 job postings", as of Nov 11, 2026. https://alion.io/company/gilead/technologies