Senior Analytics Engineer - Product Analytics

10 Minutes ago • 3 Years + • Business Analysis

Job Summary

Job Description

As an Analytics Engineer at Toca Boca, you will build scalable, reliable data foundations to support deep product insights. This hybrid role blends data engineering with product analytics, collaborating with product managers, analysts, and data scientists. You will model user behavior, feature usage, experiments, and funnels using tools like dbt and BigQuery, driving data-informed decisions and powering experimentation, reporting, and strategic product development. Your work will translate raw event data into structured datasets, define core metrics, and ensure data quality for product growth and innovation.
Must have:
  • Build scalable, reliable data foundations for product insights.
  • Collaborate with product managers, analysts, and data scientists.
  • Model user behavior, feature usage, experiments, and funnels.
  • Design and maintain data models using dbt and BigQuery.
  • Translate raw product event data into structured datasets.
  • Define and codify core product metrics and KPIs.
  • Support experimentation frameworks.
  • Ensure data quality and discoverability.
  • 3+ years of experience in data roles.
  • 1-2 years focused on product analytics or working with product teams.
  • Fluent in SQL and experienced with dbt.
  • Capable of building scalable models in modern data warehouses.
  • Strong grasp of event-based data, sessionization, funnel modeling, and user behavior analytics.
  • Comfortable with product analytics tools like GA4, Amplitude, Mixpanel, or Heap.
  • Strong cross-functional partner balancing technical precision with business context.
  • Pride in clean documentation, clear lineage, and governance practices.
Good to have:
  • Experience with Python
  • Experience with Git
  • Experience with Airflow
  • Experience with Tableau
  • Experience with Power BI
  • Experience with A/B testing frameworks
Perks:
  • Hybrid working model (part office, part working from home)

Job Details

Job Description

Would you like to be part of a team shaping the future of product analytics at scale? As an Analytics Engineer, you will play a key role in building scalable, reliable data foundations that support deep insights across the business. This hybrid role blends the technical precision of data engineering with the analytical mindset of product analytics.

In this role, you’ll collaborate closely with product managers, analysts, and data scientists to model user behavior, feature usage, experiments, and funnels in a consistent and structured way. Your work will drive data-informed decisions and power experimentation, reporting, and strategic product development.

What you’ll be doing

As an Analytics Engineer, you’ll bridge the gap between data engineering and product analytics. Your focus will be on building scalable, trustworthy data foundations that empower deeper product analysis and experimentation across the organization.

You’ll collaborate with product managers, data scientists, and analysts to model user behavior, feature usage, funnels, and experiments. Using tools like dbt and BigQuery, you’ll design and maintain clean, consistent data models that power self-serve analytics and critical business decisions.

You’ll translate raw product event data into structured, documented datasets. You’ll define and codify core product metrics and KPIs, support experimentation frameworks, and ensure data is modeled for discoverability, quality, and trust. Your work will directly support product growth, decision-making, and strategic innovation.

Skills & Requirements

Is this you?

You have 3+ years of experience in data roles, with at least 1–2 years focused on product analytics or working closely with product teams.

You’re fluent in SQL and experienced with dbt, capable of building modular, testable, and scalable models in a modern data warehouse environment like BigQuery, Snowflake, or Redshift.

You have a strong grasp of event-based data, sessionization, funnel modeling, and user behavior analytics. You’re comfortable working with product analytics tools such as GA4, Amplitude, Mixpanel, or Heap.

You’re a strong cross-functional partner who balances technical precision with business context. You take pride in clean documentation, clear lineage, and governance practices that promote data quality.

Bonus if you have experience with Python, Git, Airflow, Tableau, Power BI, or A/B testing frameworks.

You believe in the power of play!

This is us!

Toca Boca captures the spirit of play and is key within the Digital Games group within Spin Master. We create digital toys and everyday products that are filled with fun and silliness that kids from any corner of the world can instantly relate to. Everything is designed from their perspective.

The Spin Master Mission and Vision is to make life more fun by pushing the boundaries of innovation, creativity, and fun!.

Good to know!

This position is full-time and based in our Stockholm studio with a hybrid working model (part office, part working from home). We apply a 6-month probationary period. You’ll need to be located in Sweden as we are unable to support relocation. As we’re an international company, with over 20 nationalities working here, and millions of users all over the world, you need to be fluent in English. Your application should therefore be in English.

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About The Company

Toca Boca develops digital games that capture the power of play and that are filled with fun and silliness that kids around the world can instantly relate to. Since our first product launch in 2011, we have released 46 apps that have been downloaded more than 444 million times the world over, making us the No. 1 mobile-first kids brand in the App Store. Our products focus on sparking kids’ creativity and imagination, creating opportunities for open-ended play.

Stockholm, Stockholm County, Sweden (Hybrid)

Stockholm, Stockholm County, Sweden (Hybrid)

Stockholm, Stockholm County, Sweden (Hybrid)

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