Alpha FMC tech stack

Alpha FMC builds mostly with SQL, Python, C#, JavaScript. Its stack also includes Azure, Snowflake, AWS, Amazon Redshift. SQL is named in 19 of the 37 job postings Alpha FMC published in the last 12 months (51%). Counted by Alion from the job postings of Alpha FMC, updated Sep 30, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Sep 30, 2026
Technologies in use
84
Postings analysed
37
Open now
34
Modernity
81 /100
New in 6 months
8

What programming languages does Alpha FMC use?

SQL is named in 51% of job postings at Alpha FMC, followed by Python (35%), C# (19%), JavaScript (8%).

SQL 19 51% required in 100% · 17 open now · since Nov 2025
Python 13 35% required in 92% · 10 open now · since Apr 2026
C# 7 19% required in 100% · 6 open now · since Apr 2026
JavaScript 3 8% required in 67% · 3 open now · since Apr 2026
C++ 2 5% required in 100% · 2 open now · since Apr 2026
PowerShell 2 5% required in 100% · 2 open now · since Sep 2026
Java 2 5% required in 50% · 1 open now · since Jun 2026
Apex 1 3% required in 100% · 1 open now · since May 2026
Show all (9)
Ruby1

What frameworks and libraries does Alpha FMC use?

DSPy is named in 3% of job postings at Alpha FMC, followed by LangChain (3%), LangGraph (3%), Lightning Web Components (3%).

DSPy 1 3% required in 100% · since Apr 2026
LangChain 1 3% required in 100% · since Apr 2026
LangGraph 1 3% required in 100% · since Apr 2026
Lightning Web Components 1 3% required in 100% · 1 open now · since May 2026
PyTorch 1 3% required in 100% · since Apr 2026
Scikit-learn 1 3% required in 100% · since Apr 2026
TensorFlow 1 3% required in 100% · since Apr 2026

What databases does Alpha FMC use?

Snowflake is named in 41% of job postings at Alpha FMC, followed by Amazon Redshift (3%), Azure SQL Database (3%).

Snowflake 15 41% required in 80% · 13 open now · since Nov 2025
Amazon Redshift 1 3% required in 100% · since Sep 2026
Azure SQL Database 1 3% required in 100% · 1 open now · since Jul 2026

What cloud and platforms does Alpha FMC use?

Azure is named in 41% of job postings at Alpha FMC, followed by AWS (35%), Databricks (32%), Power BI (16%).

Azure 15 41% required in 80% · 12 open now · since Nov 2025
AWS 13 35% required in 100% · 11 open now · since Nov 2025
Databricks 12 32% required in 75% · 11 open now · since Nov 2025
Power BI 6 16% required in 33% · 5 open now · since Nov 2025
GCP 5 14% required in 100% · 4 open now · since Apr 2026
GitHub 4 11% required in 75% · 4 open now · since May 2026
Azure DevOps 3 8% required in 67% · 3 open now · since May 2026
Kubernetes 3 8% required in 67% · 2 open now · since Apr 2026
Show all (27)
Apache Kafka3
.NET2
Amazon S32
Erwin2
GitHub Actions2
GitLab2
Tableau2
Alation2
Amazon Kinesis2
Collibra2
Microsoft Fabric2
Spark2
Agentforce1
Amazon EC21
Azure AKS1
MuleSoft1
Replicate1
Anthropic1
OpenAI1

What developer tools does Alpha FMC use?

Microsoft Excel is named in 16% of job postings at Alpha FMC, followed by Azure Data Factory (11%), Rest API (11%), Git (8%).

Microsoft Excel 6 16% required in 83% · 6 open now · since Apr 2026
Azure Data Factory 4 11% required in 50% · 3 open now · since May 2026
Rest API 4 11% required in 25% · 4 open now · since Nov 2025
Git 3 8% required in 67% · 3 open now · since Jun 2026
AWS Glue 3 8% required in 33% · 2 open now · since May 2026
Informatica 3 8% required in 33% · 2 open now · since May 2026
Talend 3 8% required in 33% · 2 open now · since May 2026
Terraform 3 8% required in 33% · 3 open now · since Jun 2026
Show all (19)
dbt3
Docker2
pySpark2
Jenkins2
Fivetran2
Claude Code1
Copado1
Gearset1
Bicep1
GraphQL1
Model Context Protocol1

What AI and ML technologies does Alpha FMC use?

LLM is named in 8% of job postings at Alpha FMC, followed by Claude (5%).

LLM 3 8% required in 100% · 2 open now · since Apr 2026
Claude 2 5% required in 50% · 2 open now · since Aug 2026

Which engineering practices does Alpha FMC ask for?

ETL/ELT is named in 24% of job postings at Alpha FMC, followed by CI/CD (22%), IAM (8%), Data Vault (5%).

ETL/ELT 9 24% required in 78% · 7 open now · since Apr 2026
CI/CD 8 22% required in 75% · 7 open now · since Apr 2026
IAM 3 8% required in 100% · 3 open now · since Jul 2026
Data Vault 2 5% required in 100% · 2 open now · since Jul 2026
Dimensional Modeling 2 5% required in 100% · 2 open now · since Jul 2026
Master Data Management 2 5% required in 100% · 2 open now · since May 2026
NLP 2 5% required in 50% · 1 open now · since Apr 2026
AI Agents 1 3% required in 100% · since Apr 2026
Show all (17)
Agentic Workflows1
Fine-tuning1
Hallucination1
LLM Guardrails1
Machine Learning1
RAG1
Reinforcement Learning1
SOAP1
State Management1

What does each Alpha FMC team work with?

The technologies each team's postings require most often, with the number of postings that require them.

Solutions

14 postings
SQL6
AWS5
Snowflake5
Databricks4
C#3
.NET2

Finance

8 postings
SQL3
AWS2
Databricks2
Snowflake2

Analytics

4 postings
SQL4
Azure2
C#2
Python2

Data Science

3 postings
AWS3
Azure3
Python3
SQL3
Snowflake3
Databricks2

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How much does Alpha FMC pay by technology?

Median stated pay of the postings that name each technology, against the median of all Alpha FMC postings with stated pay: $186k across 21 postings.

TechnologyPostings with payMedianvs company median
SQL12$178k−5%
Snowflake11$186k0%
AWS9$190k+2%
Databricks9$170k−9%
Azure7$185k−1%
Python7$185k−1%
Power BI5$217k+16%
C#5$170k−9%

How is the Alpha FMC 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.

First appeared
PowerShellSep 2026
TableauSep 2026
ClaudeAug 2026
IAMJul 2026
Data VaultJul 2026
Dimensional ModelingJul 2026
pySparkJul 2026
SparkJul 2026
Rising
Databricks9% → 45%
AWS18% → 45%
Snowflake27% → 50%
IAM0% → 15%
Azure Data Factory9% → 15%
Falling
C#36% → 15%
CI/CD36% → 20%

How modern is the Alpha FMC stack?

Cutting-edge AI adopter 81/100

Alpha FMC scores 81 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 Alpha FMC stack in its industry?

Share of the 1,613 companies in the same industries, whose stack Alion knows, that use each technology.

SQL61%
Azure51%
Snowflake20%
AWS52%
Python59%
Databricks23%
C#31%
Power BI28%
GCP37%
GitHub28%

Questions about the Alpha FMC tech stack

What programming languages does Alpha FMC use?

The languages named in Alpha FMC job postings are SQL (51%), Python (35%), C# (19%), JavaScript (8%), C++ (5%), as a share of the 37 postings of the last 12 months.

Does Alpha FMC use Azure?

Yes. Azure is named in 15 of 37 job postings (41%) and required in 12 of them.

What cloud and platforms does Alpha FMC use?

The cloud and platforms named in Alpha FMC job postings are Azure (15), AWS (13), Databricks (12) (postings in brackets).

What skills do you need for a Solutions job at Alpha FMC?

Solutions postings at Alpha FMC most often require SQL (6), AWS (5), Snowflake (5), Databricks (4), out of 14 postings in the last 12 months.

Is the Alpha FMC tech stack changing?

Yes. PowerShell, Tableau, Claude, IAM first appeared in Alpha FMC job postings in the last six months.

How modern is the Alpha FMC tech stack?

Alpha FMC scores 81 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 Alpha FMC tech stack?

Alion reads every job posting Alpha FMC publishes and tags the technologies each one names. The figures on this page count the 37 postings of the last 12 months and were updated on Sep 30, 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, "Alpha FMC tech stack: 84 technologies from 37 job postings", as of Sep 30, 2026. https://alion.io/company/alpha-fmc/technologies

Licence: CC BY-SA 4.0JSON