MiQ tech stack
MiQ builds mostly with Python, SQL, Java, Bash. Its stack also includes AWS, Spark, Presto, Delta Lake. Python is named in 14 of the 21 job postings MiQ published in the last 12 months (67%). Counted by Alion from the job postings of MiQ, updated Nov 15, 2026.
What programming languages does MiQ use?
Python is named in 67% of job postings at MiQ, followed by SQL (43%), Java (19%), Bash (10%).
What frameworks and libraries does MiQ use?
Hadoop is named in 5% of job postings at MiQ, followed by Keras (5%), Matplotlib (5%), OpenTelemetry (5%).
Hadoop
1 5%
Keras
1 5%
Matplotlib
1 5%
OpenTelemetry
1 5%
PyTorch
1 5%
Scikit-learn
1 5%
Seaborn
1 5%
TensorFlow
1 5%
What databases does MiQ use?
Presto is named in 19% of job postings at MiQ, followed by Delta Lake (5%).
Presto
4 19%
Delta Lake
1 5%
What cloud and platforms does MiQ use?
AWS is named in 43% of job postings at MiQ, followed by Spark (38%), Databricks (29%), Kubernetes (24%).
AWS
9 43%
Spark
8 38%
Databricks
6 29%
Kubernetes
5 24%
Bitbucket
3 14%
GitHub
3 14%
Grafana
3 14%
Amazon EKS
3 14%
Show all (20)
What developer tools does MiQ use?
pySpark is named in 19% of job postings at MiQ, followed by Prometheus (14%), Terraform (14%), Helm (10%).
pySpark
4 19%
Prometheus
3 14%
Terraform
3 14%
Helm
2 10%
Jenkins
2 10%
Copilot
1 5%
Cursor
1 5%
HashiCorp Vault
1 5%
Show all (14)
What AI and ML technologies does MiQ use?
LLM is named in 33% of job postings at MiQ, followed by Claude (5%).
Which engineering practices does MiQ ask for?
CI/CD is named in 33% of job postings at MiQ, followed by ETL/ELT (10%), Incident Management (10%), Machine Learning (10%).
CI/CD
7 33%
Incident Management
2 10%
NLP
2 10%
AI Agents
1 5%
AIOps
1 5%
Anomaly Detection
1 5%
Show all (16)
What does each MiQ team work with?
The technologies each team's postings require most often, with the number of postings that require them.
DevOps
5 postingsData Science
5 postingsAnalytics
4 postingsHow does your stack fit MiQ?
How is the MiQ 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 MiQ stack?
MiQ scores 78 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: 2; legacy ones: 0.
How common is the MiQ stack in its industry?
Share of the 1,351 companies in the same industries, whose stack Alion knows, that use each technology.
What sets MiQ apart
Companies with a stack like MiQ
Questions about the MiQ tech stack
What programming languages does MiQ use?
The languages named in MiQ job postings are Python (67%), SQL (43%), Java (19%), Bash (10%), Scala (10%), as a share of the 21 postings of the last 12 months.
Does MiQ use AWS?
Yes. AWS is named in 9 of 21 job postings (43%) and required in 9 of them.
What cloud and platforms does MiQ use?
The cloud and platforms named in MiQ job postings are AWS (9), Spark (8), Databricks (6) (postings in brackets).
What skills do you need for a DevOps job at MiQ?
DevOps postings at MiQ most often require AWS (5), Kubernetes (5), Python (4), Grafana (3), out of 5 postings in the last 12 months.
Is the MiQ tech stack changing?
Yes. Power BI, Tableau, Bash, Machine Learning first appeared in MiQ job postings in the last six months.
How modern is the MiQ tech stack?
MiQ scores 78 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: 2; legacy ones: 0.
How does Alion know the MiQ tech stack?
Alion reads every job posting MiQ publishes and tags the technologies each one names. The figures on this page count the 21 postings of the last 12 months and were updated on Nov 15, 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, "MiQ tech stack: 68 technologies from 21 job postings", as of Nov 15, 2026. https://alion.io/company/miq/technologies