Senior Growth Analyst

Readdle; Polska; On-site; PLN 220,000 - 360,000; Full time

Benefits offered by this job

Customer-centric culture

Relentless growth

Exceptional people

Job summary

Readdle is seeking a Senior Growth Analyst to own the numbers behind Spark growth, shaping opportunities from initial ad impressions to renewals. You will design event structures, build dashboards, and ensure measurability to drive product and marketing decisions.

You will transform large datasets, create self-serve reports, and define QA processes to ensure data integrity. Collaboration with PM/PMM and cross-functional teams is core to this role.

Qualifications

• 5+ years in growth, product, or marketing analytics in a B2C or SaaS environment.
• Experience with user acquisition, pricing, monetization, and/or migration in subscription products.
• Strong SQL skills and experience with cloud data warehouses (BigQuery, Redshift, Snowflake).
• Proficiency in Tableau/Looker for reporting and data visualization.
• Experience with event tracking tools (Amplitude, Mixpanel, Heap, Hotjar, PostHog).
• Familiarity with marketing attribution platforms (AppsFlyer, Adjust, Kochava).
• Knowledge of ML or time-series inference is a plus.
• Ability to design self-serve dashboards and partner with PM/PMM teams.

Responsibilities

• Analyze large datasets in BigQuery and Amplitude to find growth opportunities and trends.
• Build and maintain self-serve reports for stakeholders and establish a source-of-truth for growth metrics.
• Define, document, and QA event structures for features, campaigns, and experiments; support monetization decisions.
• Analyze user funnels across ads, store, onboarding, usage, purchases, and cancellations to identify drop-offs.
• Design, run, and monitor A/B experiments and feature launches with rigorous statistics.
• Surface insights and growth opportunities to marketing and product teams to influence roadmap.
• Build forecasting and scenario models for installs, conversions, retention, and revenue.
• Ensure data integrity across tools and pipelines and coordinate with measurement vendors.

Skills

Growth analytics

SQL

BigQuery

Amplitude

Tableau/Looker

Python/R

Marketing attribution

A/B testing

Forecasting

Tools

Redshift

Snowflake

Tableau

Looker

Amplitude

Mixpanel

Heap

Hotjar

PostHog

Appsflyer

Job description

Readdle is a pioneering force in the personal productivity space on Apple devices, having shaped the landscape since 2007. Our mission is to empower individuals and teams with innovative technology, enhancing their efficiency and creativity. We are dedicated to crafting exceptional mobile and desktop experiences for those who aspire to achieve more.

As a Senior Growth Analyst at Readdle, you'll own the numbers behind how Sparkgrows and proactively discover opportunities and validate the impact of initiatives. From the first ad impression to long-term renewals, you'll make sense of the data, design event structures, and ensure everything is measurable. You'll dig into funnels, uncover insights, and build dashboards that make growth performance crystal clear for product and marketing teams.

What will you do:

• Transform and analyze large datasets in BigQuery and Amplitude to discover product & growth opportunities, trends, anomalies, and actionable insights across the user journey.
• Build and maintain self-serve reports that enable stakeholders to answer key questions with data and establish a clear source-of-truth for growth metrics.
• Define, document, and QA event structures for new features, campaigns, and experiments; build a robust monetization measurement system to support pricing and migration decisions.
• Analyze user funnels across ads, store, onboarding, in-app usage, purchases, and cancellations to identify drop-offs and growth opportunities.
• Design, sequence, and monitor A/B experiments and feature launches; validate results and ensure statistical rigor & consistent long-term impact tracking.
• Proactively surface insights, hypotheses, and growth opportunities to marketing and product teams; shape quarterly prioritization with discoveries from data and impact scenarios to influence roadmap decisions.
• Build forecasting and scenario models for installs, conversions, retention, and revenue.
• Ensure data integrity across tools and pipelines through established QA processes; work with measurement vendors to meaningfully track attribution and optimize acquisition reporting.

About you:

• 5+ years in growth, product, or marketing analytics in a B2C or SaaS environment, with experience working on user acquisition, pricing, monetization, and/or migration initiatives in subscription-based products.
• Strong SQL skills and experience with BigQuery or similar cloud data warehouses (Redshift, Snowflake); proficiency in Tableau/Looker/etc. for reporting and complex data visualization and product analytics tooling. Amplitude/Mixpanel/Heap/Hotjar/PostHog for event/property tracking and user journey tracking.
• Experience with marketing attribution platforms (Appsflyer/Adjust/Kochava/etc.); familiarity with Python/R for data analysis and automation. Experience with ML or time-series inference is a strong plus.
• Solid understanding of product analytics (funnels, cohorts, retention, event tracking), marketing analytics (incl. attribution, MMM, incrementality testing, etc.), statistics, experimentation, and experience with segmentation and modeling churn or LTV. Demonstrable advanced analytics experience (causal inference, quasi-experiments, linear programming, econometrics, etc.) is highly advantageous for the role.
• Proven ability to design self-serve dashboards and act as a strategic thought partner to PM/PMM teams, not just an executor of analytics requests.
• Solid business acumen. Comfortable working cross-functionally with product, marketing, and engineering teams with a proactive, curious, and coachable mindset.

What you will get at Readdle:

• Customer-centric culture. We put our users at the heart of everything we do. Every team member has the opportunity to engage directly with customers, gaining insights that shape meaningful, delightful experiences for millions worldwide.
• Relentless growth. We’re committed to mastery in our craft. We take ownership of our work, decisions, and outcomes, and we see feedback as a catalyst for growth. Every challenge is an opportunity to learn, evolve, and raise the bar.
• Exceptional people, exceptional team. Our greatest strength is our people. We care deeply about each other, work transparently, and celebrate collective success. Together, we build an environment where everyone can do their best work and grow beyond their potential.
• Real impact. We design products that truly matter. Our focus is on delivering tangible value, simplifying complexity, pushing boundaries, and continuously improving how we build and deliver solutions to our users.
• Culture of innovation. We embrace curiosity and creativity in everything we do. Fresh ideas are not just welcomed, they’re expected, celebrated, and turned into real innovations that shape the future of our products and company.