O

On-Demand Group Tech Stack

Tech consulting and staffing firm transitioning to modern data and cloud infrastructure

Information Technology & Services St Louis Park, Minnesota 201–500 employees Founded 1996 Privately Held

On-Demand Group is a tech consulting and staffing firm built around contract placement, direct hire, and nearshore/offshore delivery models. The tech stack reveals a data-heavy engineering org: Databricks, Spark, Snowflake, Redshift, and modern API patterns (GraphQL, REST) sit alongside infrastructure automation (Terraform, serverless). Active hiring skews senior and mid-level engineering and data roles, with concurrent projects spanning legacy cloud migration, data pipeline modernization, and ERP stabilization—suggesting simultaneous pressure to modernize ops while managing inherited systems. The shift from Databricks to Snowflake, paired with pain points around data governance and access cycle-time, points to architectural standardization efforts.

Tech Stack 114 technologies

Core StackDatabricks Apache Spark Python PySpark Power BI AWS AWS Lambda Terraform PostgreSQL Redshift Snowflake DynamoDB Node.js GraphQL Jenkins Postman Selenium Playwright Cypress Jira GitHub SQL Git REST API Serverless Framework AWS SAM AWS AppSync JMeter Bash PowerShell+84 more

AdoptingSnowflake

ReplacingDatabricks

What On-Demand Group Is Building

◆Challenges

Network connectivity issues at construction sites
Evolving data lake architecture
Identity management
Transitioning legacy applications to cloud
Operations automation modernization
Team changes and retirements
Reducing data access cycle-time
Adopting ai governance
Migrating laptops between tenants
Preventing data loss

▲Active Projects

Stabilization and optimization of netsuite erp
Jobsite-wide it implementation
Scalable data pipelines for provider data
Refactor and maintain apis
Develop graphql apis
Transition legacy applications to cloud
Database automation scripts
Modernizing operations through automation
Model governance board establishment
Catalog/lineage adoption

Hiring Activity

Accelerating40 roles · 20 in 30d

Department

Engineering

17

Data

8

Support

8

Ops

2

Security

2

HR

1

Product

1

Seniority

Senior

20

Mid

9

Junior

4

Principal

3

Lead

2

Manager

1

Notable leadership hires: Platform Lead, Program Lead

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About On-Demand Group

On-Demand Group is a woman-owned, privately held technology consulting and staffing firm founded in 1996, headquartered in St. Louis Park, Minnesota. The company operates across three service lines: direct hire and contract-to-hire placements in IT and engineering roles, onsite consulting (senior-level infrastructure, project management, QA), and nearshore/offshore delivery from LATAM and the Philippines. The firm serves mid-market and enterprise clients across construction, operations, and data-intensive sectors. Active projects span ERP optimization (NetSuite), cloud infrastructure modernization, and the development of scalable data pipelines and governance frameworks.

HeadquartersSt Louis Park, Minnesota

Company Size201–500 employees

Founded1996

Hiring MarketsUnited States

Frequently Asked Questions

What tech stack does On-Demand Group use?

Core stack: Databricks, Spark, SQL, Python, AWS (Lambda, DynamoDB, AppSync, Redshift), Snowflake, PostgreSQL, Node.js, GraphQL, Jenkins, Terraform, and serverless frameworks. Currently adopting Snowflake and moving off Databricks.

What is On-Demand Group working on?

Key projects: NetSuite ERP stabilization, cloud migration of legacy applications, scalable data pipeline development, GraphQL API refactoring, data governance adoption, and operational automation modernization.