8Thlight tech stack
8Thlight builds mostly with Python, SQL, Scala, C#. Its stack also includes Databricks, .NET, React.js, LangChain. Python is named in 22 of the 24 job postings 8Thlight published in the last 12 months (92%). Counted by Alion from the job postings of 8Thlight, updated Oct 4, 2026.
What programming languages does 8Thlight use?
Python is named in 92% of job postings at 8Thlight, followed by SQL (92%), Scala (79%), C# (75%).
Python
22 92%
SQL
22 92%
Scala
19 79%
C#
18 75%
JavaScript
18 75%
Ruby
18 75%
TypeScript
18 75%
Go
17 71%
Show all (9)
What frameworks and libraries does 8Thlight use?
React.js is named in 75% of job postings at 8Thlight, followed by LangChain (75%), AutoGen (71%), CrewAI (71%).
What databases does 8Thlight use?
Delta Lake is named in 13% of job postings at 8Thlight, followed by Amazon Redshift (4%), Google BigQuery (4%), Snowflake (4%).
What cloud and platforms does 8Thlight use?
Databricks is named in 92% of job postings at 8Thlight, followed by .NET (75%), Linux (38%), Amazon Kinesis (17%).
Databricks
22 92%
.NET
18 75%
Apache Kafka
4 17%
Spark
3 13%
AWS
1 4%
Azure
1 4%
Show all (10)
What developer tools does 8Thlight use?
Git is named in 42% of job postings at 8Thlight, followed by Azure Data Factory (4%), CloudFormation (4%), Docker (4%).
Which engineering practices does 8Thlight ask for?
AI Agents is named in 100% of job postings at 8Thlight, followed by Platform Engineering (83%), Computer Vision (75%), NLP (75%).
AI Agents
24 100%
Platform Engineering
20 83%
Computer Vision
18 75%
NLP
18 75%
RAG
17 71%
CI/CD
13 54%
What does each 8Thlight team work with?
The technologies each team's postings require most often, with the number of postings that require them.
Backend
18 postingsData Science
4 postingsHow does your stack fit 8Thlight?
How much does 8Thlight pay by technology?
Median stated pay of the postings that name each technology, against the median of all 8Thlight postings with stated pay: $158k across 17 postings.
| Technology | Postings with pay | Median | vs company median |
|---|---|---|---|
| Databricks | 16 | $174k | +10% |
| Python | 16 | $174k | +10% |
| SQL | 16 | $174k | +10% |
| Scala | 13 | $158k | 0% |
| .NET | 12 | $158k | 0% |
| C# | 12 | $158k | 0% |
| JavaScript | 12 | $158k | 0% |
| LangChain | 12 | $158k | 0% |
| React.js | 12 | $158k | 0% |
| Ruby | 12 | $158k | 0% |
How modern is the 8Thlight stack?
8Thlight scores 79 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: 0; legacy ones: 0.
How common is the 8Thlight stack in its industry?
Share of the 1,766 companies in the same industries, whose stack Alion knows, that use each technology.
Companies with a stack like 8Thlight
Questions about the 8Thlight tech stack
What programming languages does 8Thlight use?
The languages named in 8Thlight job postings are Python (92%), SQL (92%), Scala (79%), C# (75%), JavaScript (75%), as a share of the 24 postings of the last 12 months.
Does 8Thlight use React.js?
Yes. React.js is named in 18 of 24 job postings (75%) and required in 18 of them.
What cloud and platforms does 8Thlight use?
The cloud and platforms named in 8Thlight job postings are Databricks (22), .NET (18), Linux (9) (postings in brackets).
What skills do you need for a Backend job at 8Thlight?
Backend postings at 8Thlight most often require .NET (18), C# (18), JavaScript (18), Python (18), out of 18 postings in the last 12 months.
Is the 8Thlight tech stack changing?
No new technology has appeared in 8Thlight job postings in the last six months.
How modern is the 8Thlight tech stack?
8Thlight scores 79 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: 0; legacy ones: 0.
How does Alion know the 8Thlight tech stack?
Alion reads every job posting 8Thlight publishes and tags the technologies each one names. The figures on this page count the 24 postings of the last 12 months and were updated on Oct 4, 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, "8Thlight tech stack: 41 technologies from 24 job postings", as of Oct 4, 2026. https://alion.io/company/8thlight/technologies