Spectral Consultants tech stack
Spectral Consultants builds mostly with Python, SQL, PowerShell, JavaScript. Its stack also includes AWS, Kubernetes, BigQuery, Google BigQuery. Python is named in 5 of the 7 job postings Spectral Consultants published in the last 12 months (71%). Counted by Alion from the job postings of Spectral Consultants, updated Oct 1, 2026.
What programming languages does Spectral Consultants use?
Python is named in 71% of job postings at Spectral Consultants, followed by SQL (57%), PowerShell (29%), JavaScript (14%).
What frameworks and libraries does Spectral Consultants use?
DeepSpeed is named in 14% of job postings at Spectral Consultants, followed by FSDP (14%), FastAPI (14%), Flink (14%).
What databases does Spectral Consultants use?
BigQuery is named in 14% of job postings at Spectral Consultants, followed by Google BigQuery (14%), Snowflake (14%), SAP BW (14%).
BigQuery 
SAP BW What cloud and platforms does Spectral Consultants use?
AWS is named in 43% of job postings at Spectral Consultants, followed by Kubernetes (43%), AWS Lambda (29%), Amazon EKS (29%).
AWS
3 43%
Kubernetes
3 43%
AWS Lambda
2 29%
Amazon EKS
2 29%
Azure
2 29%
AWS Bedrock
1 14%
Amazon EC2
1 14%
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What developer tools does Spectral Consultants use?
Docker is named in 43% of job postings at Spectral Consultants, followed by Rest API (29%), GraphQL (14%), Helm (14%).
What AI and ML technologies does Spectral Consultants use?
LLM is named in 29% of job postings at Spectral Consultants, followed by LoRA (14%), QLoRA (14%), PEFT (14%).
Which engineering practices does Spectral Consultants ask for?
CI/CD is named in 29% of job postings at Spectral Consultants, followed by ETL/ELT (29%), BGP (14%), DHCP (14%).
CI/CD
2 29%
Fine-tuning
1 14%
Incident Management
1 14%
Show all (17)
How does your stack fit Spectral Consultants?
How modern is the Spectral Consultants stack?
Spectral Consultants scores 87 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.
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Questions about the Spectral Consultants tech stack
What programming languages does Spectral Consultants use?
The languages named in Spectral Consultants job postings are Python (71%), SQL (57%), PowerShell (29%), JavaScript (14%), as a share of the 7 postings of the last 12 months.
Does Spectral Consultants use AWS?
Yes. AWS is named in 3 of 7 job postings (43%) and required in 3 of them.
What cloud and platforms does Spectral Consultants use?
The cloud and platforms named in Spectral Consultants job postings are AWS (3), Kubernetes (3), AWS Lambda (2) (postings in brackets).
Is the Spectral Consultants tech stack changing?
No new technology has appeared in Spectral Consultants job postings in the last six months.
How modern is the Spectral Consultants tech stack?
Spectral Consultants scores 87 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 Spectral Consultants tech stack?
Alion reads every job posting Spectral Consultants publishes and tags the technologies each one names. The figures on this page count the 7 postings of the last 12 months and were updated on Oct 1, 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, "Spectral Consultants tech stack: 65 technologies from 7 job postings", as of Oct 1, 2026. https://alion.io/company/spectral-consultants/technologies