Analytics Engineer (f/m/d)

KoRo; Berlin; Hybrid; EUR 70,000 - 110,000; Full time

Benefits offered by this job

Flexible hours

Hybrid work

28 days vacation

Development budget

MacBook provided

Office setup with monitors

Snacks & barista coffee

20% KoRo Online-Shop discount

BVG jobticket

Fitness membership subsidy

Company pension (bAV) via Ginkgo

Team events

Job summary

KoRo is seeking an Analytics Engineer to bridge data engineering and analytics. You will design scalable dbt models in BigQuery, develop a semantic layer with AI-ready metrics, and contribute to reliable BI and AI-driven insights across the business.

You will work with Data, Tech and business teams to ensure consistent data definitions, strong governance and accessible self-service analytics, while supporting data quality and collaboration.

Qualifications

• 3+ years in analytics engineering or data engineering, ideally in e-commerce or digital business.
• Strong SQL, dbt and Python with data modeling, automated testing and BI tooling experience.
• Experience with semantic layers and AI-ready data structures; knowledge graphs is a plus.
• Understanding of ontologies and business data definitions; ability to align stakeholders on shared terms.
• Excellent English communication with a business-focused mindset and documentation discipline.

Responsibilities

• Data Modeling & Transformation: design and maintain scalable dbt models and pipelines in BigQuery with automated testing.
• Semantic Layer & Metrics: build KoRo's semantic layer with consistent metrics and AI-ready metadata.
• AI Quality & Optimization: evaluate AI-generated answers, identify data gaps and fix modeling issues.
• Data Dictionary & Governance: maintain a centralized, versioned data dictionary with clear definitions.
• Self-Service Analytics & Collaboration: enable teams to access data via BI/AI tools and drive adoption.

Skills

SQL

dbt

Python

BigQuery

Tableau

Data modeling

Tools

GCP

Knowledge graphs

Job description

As an Analytics Engineer (f/m/d), you will play a key role in connecting data engineering and analytics at KoRo. You will develop reliable data models, establish consistent metrics and create the foundation for accurate reporting and AI-driven insights. Working closely with Data, Tech and business teams, you will ensure a shared understanding of business data and enable teams to access and use data independently.

What you will do:

• Data Modeling & Transformation: You design and maintain scalable dbt models and pipelines in BigQuery, ensuring high data quality through automated testing, performance optimization, and GDPR-compliant data processing.

• Semantic Layer & Metrics: You build and maintain KoRo's semantic layer with consistent business metrics and AI-ready metadata, modeling key business entities and their relationships through ontologies and knowledge graphs.

• AI Quality & Optimization: You evaluate and improve AI-generated answers using real business questions, identifying data inconsistencies, resolving modeling gaps, and preventing recurring errors.

• Data Dictionary & Governance: You maintain a centralized, versioned data dictionary, working with Data and business teams to ensure consistent definitions of metrics, entities, and business rules across reporting and analytics.

• Self-Service Analytics & Collaboration: You work closely with business stakeholders to make reliable data accessible through BI and AI tools, support user adoption, and enable teams to independently answer business questions.

What you bring:

• 3+ years of experience in analytics engineering, data engineering, or a similar role, ideally within e-commerce, consumer apps, or a fast-paced digital business.

• Strong technical skills in SQL, dbt, and Python, with experience in data modeling, automated testing, and BI tools such as Tableau. Experience with GCP and BigQuery is a plus.

• Hands-on experience with semantic layers and AI-ready data structures, including preparing data and context for LLM-based applications, ideally paired with experience evaluating AI-generated outputs.

• Understanding of business ontologies and knowledge graphs, with experience modeling business entities and their relationships or a strong interest in developing expertise in this area.

• Strong analytical and communication skills in English, with a business-oriented mindset, a focus on data quality and documentation, and the ability to align stakeholders on shared definitions and drive the adoption of data tools.

What's in it for you:

• Smart Working & Flexibility: Flexible working hours, hybrid work, and 20 days of workation. We trust you to take ownership: you deliver on our shared goals and structure your day in the way that works best for you. You’ll also start with 28 days of vacation, increasing by one additional day per year of tenure (capped at 30 days), so you always have time to recharge.

• Growth & Setup: A structured onboarding plan to get you started, plus a dedicated development budget for your personal and professional growth. You’ll also receive your own MacBook and a fully equipped office setup with monitors and height-adjustable desks.

• KoRo Life & Extras: Free snacks and barista coffee in the office, 20% discount in the KoRo Online-Shop, and exclusive perks with partner companies. On top of that, a fully funded BVG ticket (Jobticket), a subsidy for your fitness membership (Urban Sports Club, Hansefit, or FitX), and a company pension scheme (bAV) via Ginkgo.

• Shared Moments: Regular team events and company parties to celebrate milestones and successes together.

We're looking for People who share our Mindset

For us, it's not just about the what, but above all about the how. You'll be a perfect fit for us if you have the following mindset:

• You take initiative and ownership. You don't wait for a perfect brief or a mandate to get started. When you see an opportunity, a risk, or something that can be improved - you act. When things don't go as planned, you look at your own contribution first and step up, without waiting to be asked.

• You thrive in change. Shifting priorities and evolving processes don't slow you down. You adapt fast and keep moving.

• You build, you don't wait. When something is missing - a tool, a process, a solution - you create it. You prefer a working MVP over a perfect plan and iterate from there.

• You think in leverage. You question how things are done, prioritize ruthlessly, and find smarter paths to better outcomes. You don't mistake effort for impact.

• You're a team player, humble and genuinely kind. You collaborate in and across teams, care about the people around you, and bring sparkles to the room. You speak up when you disagree, commit fully once a decision is made, and actively make the people around you better.

Own it – Move fast – Build it – Create impact – Lift others

Sounds good?

Then we’d love to hear from you! Send us your CV and tell us a little about yourself in a few introductory sentences – who you are, what drives you, and why you’d like to become part of KoRo. After all, we’re looking for team members, not just co-workers!

The KoRo team is just as diverse as our product range! We want to keep it that way as our nut-loving team grows. That’s why we welcome all applicants regardless of gender, nationality, ethnic or social background, religion or belief, disability, age, sexual orientation, or identity.

Ready to join KoRo? We look forward to hearing from you!