Indicium
AI Consulting & Integration · Data Engineering & Migration Services

Indicium tech stack

Indicium builds mostly with Python, SQL, Java, Scala. Its stack also includes Databricks, Anthropic, Snowflake, LangChain. Databricks is named in 25 of the 25 job postings Indicium published in the last 12 months (100%). Counted by Alion from the job postings of Indicium, updated Nov 12, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Nov 12, 2026
Technologies in use
77
Postings analysed
25
Open now
21
Modernity
87 /100
New in 6 months
8

What programming languages does Indicium use?

Python is named in 52% of job postings at Indicium, followed by SQL (32%), Java (12%), Scala (8%).

Python 13 52% required in 100% · 12 open now · since Sep 2025
SQL 8 32% required in 100% · 7 open now · since Sep 2025
Java 3 12% required in 100% · 3 open now · since Sep 2025
Scala 2 8% required in 100% · 2 open now · since Sep 2025
Ruby 1 4% required in 100% · 1 open now · since Mar 2026
TypeScript 1 4% required in 100% · 1 open now · since Jul 2026

What frameworks and libraries does Indicium use?

LangChain is named in 24% of job postings at Indicium, followed by LangGraph (20%), AWS Strands Agents (12%), OpenAI Agents SDK (12%).

LangChain 6 24% required in 17% · 4 open now · since Jan 2026
LangGraph 5 20% required in 100% · 4 open now · since Jan 2026
AWS Strands Agents 3 12% required in 100% · 3 open now · since Jan 2026
OpenAI Agents SDK 3 12% required in 100% · 3 open now · since Jan 2026
CrewAI 2 8% required in 100% · 2 open now · since Aug 2026
Dagster 2 8% required in 50% · 2 open now · since Mar 2026
AutoGen 1 4% required in 100% · 1 open now · since Aug 2026
Flink 1 4% required in 100% · 1 open now · since Sep 2025
Show all (10)
Dask1
LlamaIndex1

What databases does Indicium use?

Snowflake is named in 28% of job postings at Indicium, followed by Delta Lake (16%), Amazon Redshift (8%), Teradata (8%).

Snowflake 7 28% required in 86% · 5 open now · since Aug 2024
Delta Lake 4 16% required in 75% · 3 open now · since Jun 2026
Amazon Redshift 2 8% required in 50% · 2 open now · since Sep 2025
Teradata 2 8% required in 50% · 1 open now · since Sep 2026
ElasticSearch 2 8% optional · 2 open now · since Jan 2026
Oracle 1 4% required in 100% · since Sep 2026
Amazon Neptune 1 4% optional · 1 open now · since Jun 2026
Neo4j 1 4% optional · 1 open now · since Jun 2026
Show all (9)
Presto1

What cloud and platforms does Indicium use?

Databricks is named in 100% of job postings at Indicium, followed by Anthropic (92%), AWS (88%), OpenAI (72%).

Databricks 25 100% required in 100% · 21 open now · since Aug 2024
Anthropic 23 92% required in 100% · 20 open now · since Aug 2024
AWS 22 88% required in 82% · 19 open now · since Aug 2024
OpenAI 18 72% required in 100% · 16 open now · since Aug 2024
Azure 10 40% required in 90% · 8 open now · since Aug 2024
GCP 9 36% required in 100% · 7 open now · since Aug 2024
Spark 6 24% required in 33% · 5 open now · since Mar 2026
Airflow 3 12% required in 67% · 3 open now · since Mar 2026
Show all (15)
GitHub3
LangSmith3
GitLab2
Apache Kafka2
Bitbucket1
Vertex AI1
Windows1

What developer tools does Indicium use?

Claude Code is named in 44% of job postings at Indicium, followed by Model Context Protocol (44%), dbt (24%), Copilot (24%).

Claude Code 11 44% required in 82% · 11 open now · since Jan 2026
Model Context Protocol 11 44% required in 55% · 11 open now · since Apr 2026
dbt 6 24% required in 100% · 4 open now · since Mar 2026
Copilot 6 24% required in 67% · 6 open now · since Jan 2026
Terraform 4 16% required in 100% · 3 open now · since Sep 2025
Git 4 16% required in 75% · 3 open now · since Mar 2026
pySpark 3 12% required in 100% · 2 open now · since Aug 2026
OpenAI Codex 3 12% required in 33% · 3 open now · since Jan 2026
Show all (14)
Informatica2
Bicep1
CloudFormation1
Pulumi1
Rest API1
Great Expectations1

What AI and ML technologies does Indicium use?

Claude is named in 64% of job postings at Indicium, followed by LLM (40%), ChatGPT (4%).

Claude 16 64% required in 100% · 14 open now · since Jan 2026
LLM 10 40% required in 90% · 8 open now · since Jan 2026
ChatGPT 1 4% required in 100% · 1 open now · since Aug 2026

Which engineering practices does Indicium ask for?

AI Agents is named in 68% of job postings at Indicium, followed by Multi-Agent Systems (36%), CI/CD (32%), RAG (32%).

AI Agents 17 68% required in 94% · 14 open now · since Jan 2026
Multi-Agent Systems 9 36% required in 100% · 8 open now · since Jan 2026
CI/CD 8 32% required in 100% · 7 open now · since Sep 2025
RAG 8 32% required in 100% · 8 open now · since Jan 2026
Function Calling 5 20% required in 60% · 5 open now · since Jan 2026
LLM Guardrails 5 20% required in 60% · 5 open now · since Jan 2026
ETL/ELT 3 12% required in 100% · 3 open now · since Sep 2025
Hybrid Search 3 12% required in 100% · 3 open now · since Oct 2026
Show all (20)
Reranking3
Knowledge Graph3
Agentic Workflows2
Hallucination2
Prompt Engineering2
Fine-tuning2
Multimodal AI2
Human-in-the-Loop1
LLM Evaluation1
Machine Learning1
Platform Engineering1
Data Vault1

What does each Indicium team work with?

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

Solutions

6 postings
Anthropic6
Claude6
Databricks6
Claude Code5
OpenAI5
Copilot3

Data Science

6 postings
AWS6
Databricks6
Python6
Anthropic5
SQL5
dbt5

AI/ML

5 postings
Anthropic5
Claude5
Databricks5
LLM5
AWS4
LangGraph4

Sales

5 postings
Databricks5
Anthropic4
AWS3
Claude3
Snowflake3
OpenAI2

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How much does Indicium pay by technology?

Median stated pay of the postings that name each technology, against the median of all Indicium postings with stated pay: $245k across 10 postings.

TechnologyPostings with payMedianvs company median
Databricks10$245k0%
Anthropic8$245k0%
AWS7$240k−2%
Claude7$240k−2%
Python5$240k−2%

How is the Indicium 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
Hybrid SearchOct 2026
RerankingOct 2026
InformaticaSep 2026
TeradataSep 2026
pySparkAug 2026
CrewAIAug 2026
HallucinationAug 2026
Delta LakeJun 2026
Not named for 6 months
Agentic WorkflowsApr 2026
ScalaMar 2026
Prompt EngineeringFeb 2026
ElasticSearchFeb 2026
Fine-tuningFeb 2026
Multimodal AIFeb 2026

How modern is the Indicium stack?

Cutting-edge AI adopter 87/100

Indicium 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: 3; legacy ones: 0.

How common is the Indicium stack in its industry?

Share of the 1,791 companies in the same industries, whose stack Alion knows, that use each technology.

Databricks31%
Anthropic14%
AWS59%
OpenAI24%
Claude25%
Python71%
Azure59%
LLM46%
GCP47%
SQL60%

What sets Indicium apart

AWS Strands Agents1%
OpenAI Agents SDK3%

Questions about the Indicium tech stack

What programming languages does Indicium use?

The languages named in Indicium job postings are Python (52%), SQL (32%), Java (12%), Scala (8%), Ruby (4%), as a share of the 25 postings of the last 12 months.

Does Indicium use LangChain?

Yes. LangChain is named in 6 of 25 job postings (24%) and required in 1 of them.

What cloud and platforms does Indicium use?

The cloud and platforms named in Indicium job postings are Databricks (25), Anthropic (23), AWS (22) (postings in brackets).

What skills do you need for a Solutions job at Indicium?

Solutions postings at Indicium most often require Anthropic (6), Claude (6), Databricks (6), Claude Code (5), out of 6 postings in the last 12 months.

Is the Indicium tech stack changing?

Yes. Hybrid Search, Reranking, Informatica, Teradata first appeared in Indicium job postings in the last six months.

How modern is the Indicium tech stack?

Indicium 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: 3; legacy ones: 0.

How does Alion know the Indicium tech stack?

Alion reads every job posting Indicium publishes and tags the technologies each one names. The figures on this page count the 25 postings of the last 12 months and were updated on Nov 12, 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, "Indicium tech stack: 77 technologies from 25 job postings", as of Nov 12, 2026. https://alion.io/company/indicium/technologies

Licence: CC BY-SA 4.0JSON