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ECDB Tech Stack

E-commerce market intelligence from transaction-level data

Market Research Hamburg 51–200 employees Privately Held

ECDB aggregates billions of e-commerce transactions to surface market trends, competitive positioning, and revenue performance across geographies and categories. The tech stack—Python, Spark, Dask, Ray, PostgreSQL, dbt, Dagster, Airflow—reflects a data-engineering-forward org building custom analytics pipelines rather than relying on off-the-shelf BI tools. Active hiring is heavily skewed toward data roles (11 of 15), with most positioned as senior, suggesting they're scaling analytics infrastructure and modeling capacity in parallel with customer acquisition efforts.

Tech Stack 17 technologies

Core StackStripe Python Apache Spark AWS PostgreSQL dbt Dagster Apache Airflow Prefect Excel Microsoft Office PowerPoint DATEV Dask Ray Parquet SQL

What ECDB Is Building

Challenges

  • Establishing new analytics department
  • Acquiring new customers
  • Defining service offerings
  • Expanding into new verticals
  • Process optimization via automation
  • Data availability at right time
  • Modeling central success metrics
  • Ranking international ecommerce companies
  • Acquiring new clients
  • Implementing new finance erp system

Active Projects

  • Building new analytics department
  • Ranking international ecommerce companies
  • New client pipeline
  • Defining service offerings
  • Process automation and ai exploration
  • Key performance indicator modeling
  • Model and tool optimization for ecommerce metrics
  • Modeling central success metrics
  • Customer-specific analytics projects
  • Kpi and feature design

Hiring Activity

Steady15 roles · 4 in 30d

Department

Data
11
Finance
2
Sales
2

Seniority

Senior
9
Mid
3
Junior
2
Intern
1
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About ECDB

ECDB delivers e-commerce market intelligence by processing transaction-level data at scale. The platform helps mid-market and enterprise buyers benchmark sales performance, identify market gaps, and track competitor dynamics across leading e-commerce regions and verticals. The company is headquartered in Hamburg and currently operates with 51–200 employees, all hired within Germany. Recent project activity centers on establishing a new analytics department, modeling KPIs for central business metrics, and optimizing tools for e-commerce-specific analytics—alongside efforts to expand customer acquisition and service offerings.

HeadquartersHamburg
Company Size51–200 employees
Hiring MarketsGermany

Frequently Asked Questions

What tech stack does ECDB use?

Core stack: Python, Apache Spark, Dask, Ray, PostgreSQL, dbt, Dagster, Apache Airflow, Prefect. Also uses AWS, Stripe, and Microsoft Office suite for operations and client delivery.

What is ECDB working on?

Establishing an analytics department, ranking international e-commerce companies, expanding customer pipelines, defining service offerings, and modeling KPIs and success metrics for e-commerce performance.

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