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Product Analyst

About Air Apps

At Air Apps, we believe in thinking bigger—and moving faster. We’re a family-founded company on a mission to create the world’s first AI-powered Personal & Entrepreneurial Resource Planner (PRP), and we need your passion and ambition to help us change how people plan, work, and live. Born in Lisbon, Portugal, in 2018—and now with offices in both Lisbon and San Francisco—we’ve remained self-funded while reaching over 100 million downloads worldwide.

Our long-term focus drives us to challenge the status quo every day, pushing the boundaries of AI-driven solutions that truly make a difference. Here, you’ll be a creative force, shaping products that empower people across the globe.

Join us on this journey to redefine resource management—and change lives along the way.

The Role

As a Product Analyst at Air Apps, you will analyze both internal and external products to identify potential new functionalities, uncover bottlenecks, and provide data-driven insights to enhance user experience. You will collaborate with cross-functional teams to interpret product performance, optimize features, and support strategic decision-making through actionable recommendations.

Responsibilities

  • Analyze product usage data to identify trends, friction points, and opportunities for improvement.

  • Evaluate competitor products to benchmark functionalities and propose innovative solutions.

  • Develop reports and dashboards to track key performance metrics.

  • Collaborate with product managers, designers, and engineers to enhance product features based on data insights.

  • Conduct A/B testing and experimentation to validate new functionalities and improve user engagement.

  • Provide actionable insights to support product roadmap decisions.

  • Identify and address bottlenecks in user flows and product performance.

Requirements

  • Around 3+ years of experience in product analytics, business intelligence, or a related field.

  • Strong analytical skills with experience in SQL, Python, or R for data analysis.

  • Proficiency with analytics tools (e.g., Google Analytics, Mixpanel, Amplitude).

  • Understanding of A/B testing methodologies and statistical analysis.

  • Experience with data visualization tools (e.g., Tableau, Looker, Power BI).

  • Strong communication skills to present insights clearly to technical and non-technical stakeholders.

  • Ability to work in a fast-paced, data-driven environment.

What benefits are we offering?

  • Remote-first approach with flexible working hours.

  • Apple hardware ecosystem for work.

  • Annual Bonus.

  • Medical Insurance (including vision & dental).

  • Disability insurance – short and long-term.

  • 401k up to 4% contribution.

  • Air Stipend $3,120/year, paid over 12 monthly installments (for home office, learning, wellness, etc.).

  • Air Conference 2025 in Las Vegas – an opportunity to meet the team, collaborate, and grow together.

Diversity & Inclusion

At Air Apps, we are committed to fostering a diverse, inclusive, and equitable workplace. We enthusiastically welcome applicants from all backgrounds, experiences, and perspectives. We celebrate diversity in all its forms and believe that varied voices and experiences make us stronger.

Application Disclaimer

At Air Apps, we value transparency and integrity in our hiring process. Applicants must submit their own work without any AI-generated assistance. Any use of AI in application materials, assessments, or interviews will result in disqualification.

Average salary estimate

$105000 / YEARLY (est.)
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$90000K
$120000K

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What You Should Know About Product Analyst, Air Apps

At Air Apps, we're on an exciting journey to revolutionize resource planning with our cutting-edge AI-powered Personal & Entrepreneurial Resource Planner (PRP). As a Product Analyst in our vibrant San Francisco office, you’ll play a pivotal role in shaping the future of our innovative products. Your passion for data and analytics will allow you to dive deep into understanding product usage, uncovering insights that empower us to create stellar user experiences. With around 3+ years of experience in product analytics, you'll work closely with cross-functional teams, leveraging tools like SQL, Python, and Google Analytics to carry out thorough evaluations and recommendations. Your knack for spotting trends and friction points will help us refine our functionalities and keep our competitive edge sharp. As you develop insightful reports and dashboards, you will contribute directly to strategic decision-making processes. Plus, our remote-first and flexible working environment means you can thrive while enjoying great benefits like an annual bonus and a generous Air stipend for home office improvements. Diversity and inclusion are at the heart of what we do at Air Apps, and we can’t wait for you to bring your unique perspective to our team. Join us as a Product Analyst and be part of a company that’s passionate about making a meaningful impact on lives worldwide!

Frequently Asked Questions (FAQs) for Product Analyst Role at Air Apps
What responsibilities does a Product Analyst at Air Apps have?

A Product Analyst at Air Apps takes on several vital responsibilities, including analyzing product usage data to identify trends and opportunities for improvement. You will work collaboratively with product managers to evaluate competitor products and benchmark functionalities. Additionally, you will develop reports and dashboards to track key performance metrics while conducting A/B testing to validate new features. Your insights will drive the product roadmap and optimize user engagement, ultimately making a significant impact on our users' experiences.

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What qualifications are necessary for the Product Analyst role at Air Apps?

To be considered for the Product Analyst position at Air Apps, you should have around 3+ years of experience in product analytics or business intelligence. A strong command of analytical tools such as SQL, Python, and data visualization software like Tableau is essential. Familiarity with A/B testing methodologies and the ability to communicate insights clearly to both technical and non-technical stakeholders will also set you up for success in this dynamic role.

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What analytical tools should a Product Analyst at Air Apps be proficient in?

As a Product Analyst at Air Apps, proficiency in analytical tools is crucial. You should be well-versed in tools like Google Analytics, Mixpanel, and Amplitude for tracking user data and engagement metrics. Additionally, experience with programming languages like SQL or Python for data analysis will enable you to derive actionable insights. Familiarity with data visualization platforms such as Tableau or Power BI will also help communicate findings effectively across teams.

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How does a Product Analyst contribute to improving user experience at Air Apps?

A Product Analyst plays a crucial role in enhancing user experience at Air Apps by analyzing product usage data to identify friction points and improvement opportunities. Through collaboration with designers and engineers, you will provide data-driven recommendations that lead to optimized features and personalized user engagement strategies. Conducting A/B testing helps to validate these enhancements, ensuring that every change contributes positively to the overall user journey.

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What benefits does Air Apps offer to Product Analysts?

At Air Apps, Product Analysts enjoy a range of attractive benefits. We offer a remote-first work culture with flexible hours, allowing you to thrive in your work environment. Employees receive Apple hardware, an annual bonus, and comprehensive medical insurance, including vision and dental coverage. Additionally, we provide disability insurance, a 401k plan with up to a 4% contribution match, and an annual Air Stipend to support home office needs and wellness. Plus, there’s the exciting opportunity to meet the team at our Air Conference 2025 in Las Vegas!

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Common Interview Questions for Product Analyst
How do you approach analyzing product usage data as a Product Analyst?

When analyzing product usage data, I typically begin by identifying key performance indicators that align with our business goals. I employ various analytical tools and statistical methods to dissect user behavior and trends, aiming to uncover any bottlenecks or friction points. Finally, I compile these insights into actionable reports for collaboration with cross-functional teams, tailoring recommendations to address specific user needs.

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Can you describe your experience with A/B testing?

I have conducted numerous A/B tests throughout my career. My approach includes defining clear hypotheses and selecting appropriate user segments for testing. I also ensure the tests are statistically valid and analyze results comprehensively to guide product decisions. Communicating findings to stakeholders is crucial, so I present insights in an understandable manner, emphasizing how changes validate user experience improvements.

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What tools do you use for data visualization, and why are they important?

I frequently use tools like Tableau and Power BI for data visualization as they allow me to create intuitive dashboards that effectively communicate complex data insights. Visualization is crucial because it enables stakeholders to grasp trends and patterns quickly, making it easier to support data-driven decisions that enhance product strategies and user experiences.

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How would you explain complex data insights to non-technical stakeholders?

To effectively communicate complex data insights to non-technical stakeholders, I focus on simplifying concepts and using relatable analogies. I utilize visual aids and dashboards to illustrate points clearly. I also tailor my message to the audience’s level of understanding, ensuring that my key findings and recommendations are presented in a straightforward manner that highlights the impact on business objectives.

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Describe a time you identified a bottleneck in the user journey. What did you do?

In a previous role, I noticed a significant drop-off rate at a specific stage in the user journey. I analyzed the associated metrics and conducted user interviews to understand their frustrations. Armed with this insight, I collaborated with our product team to streamline the flow, implemented variations in design, and monitored the changes' impact. Ultimately, we improved user retention and engagement significantly.

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What strategies do you use to stay updated on industry trends?

To stay updated on industry trends, I subscribe to reputable publications and follow key thought leaders on platforms like LinkedIn and Twitter. Furthermore, I attend webinars, conferences, and workshops whenever possible to gain insights from industry experts. Engaging in network discussions also helps in understanding emerging practices and technologies within product analytics.

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How do you prioritize your tasks as a Product Analyst?

I prioritize my tasks by focusing on the impact and urgency of each project. I utilize frameworks like the Eisenhower Matrix to categorize tasks, ensuring that I tackle high-impact tasks that align with our business goals first. Regular communication with team members also aids me in aligning priorities effectively, ensuring that my work supports our overall product strategy.

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What is your experience in collaborating with cross-functional teams?

In my previous roles, I have collaborated frequently with cross-functional teams, including product managers, designers, and engineers. I place great emphasis on open communication and collaborative goal-setting, ensuring that everyone is aligned with the product vision. My role often involves facilitating discussions where data insights are shared, helping the team to draw actionable conclusions and reinforce our objectives together.

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Can you provide an example of a successful product enhancement based on your analysis?

Certainly! In a previous project, I analyzed user feedback and data that indicated confusion with a navigation feature. After proposing a redesign based on A/B testing results, we implemented a more intuitive structure. Subsequent analytics showed a 35% increase in user engagement with the feature, demonstrating how data-driven decisions can lead to tangible improvements.

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How do you ensure the validity of your data analysis?

To ensure the validity of my data analysis, I employ rigorous data cleaning methods to eliminate inaccuracies and biases. I check data sources for reliability, use established statistical techniques for testing hypotheses, and run preliminary analyses to confirm trends before drawing any conclusions. By adhering to best practices in data analysis, I maintain the integrity and credibility of my findings.

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Air Apps is a leading mobile development company creating essential apps for your daily tasks.

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Full-time, remote
DATE POSTED
March 28, 2025

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