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App Data Jobs (NOW HIRING)

Life.Church

Senior Data Scientist

Edmond, OK · On-site

The Senior Data Scientist will work closely with product managers, engineers, and other ... Design, build, and deploy predictive models to enhance app personalization, recommend content, and ...

Life.Church

Senior Data Scientist

Edmond, OK · On-site

The Senior Data Scientist is responsible for developing advanced analytical and machine-learning ... in-app behaviors across multiple apps. • Conduct funnel analysis, cohort analysis, and ...

ActiveHours

Senior Data Analyst

Palo Alto, CA

$101K - $127K/yr

Deep-dive, synthesize, and articulate actionable next steps by leveraging our full ecosystem of data sources (in-app data, 3rd party tools, industry trends, consumer research) * Hypothesis-driven ...

Life.Church

Senior Data Scientist

Edmond, OK · On-site

The Senior Data Scientist will work closely with product managers, engineers, and other ... Design, build, and deploy predictive models to enhance app personalization, recommend content, and ...

ActiveHours

Senior Data Analyst

Palo Alto, CA · On-site

$101K - $127K/yr

Deep-dive, synthesize, and articulate actionable next steps by leveraging our full ecosystem of data sources (in-app data, 3rd party tools, industry trends, consumer research) * Hypothesis-driven ...

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App Data information

What are some common challenges faced by professionals working with app data, and how can they be addressed?

Professionals working with app data often face challenges such as ensuring data accuracy, managing large volumes of data, and maintaining data privacy compliance. Addressing these challenges requires strong attention to detail, familiarity with data cleaning tools, and staying updated on relevant data protection regulations like GDPR. Collaboration with app developers, product managers, and compliance teams is essential to ensure that data collection methods are robust and that insights derived are actionable and secure.

What is the difference between App Data vs App Developer?

AspectApp DataApp Developer
Required CredentialsBasic understanding of data management, analytics, and database toolsProgramming skills, software development certifications, coding experience
Work EnvironmentData analysis teams, IT departments, or backend support rolesSoftware development teams, tech companies, or freelance projects
Employer & Industry UsageUsed across tech, retail, healthcare, and finance sectors for managing app-related dataDevelops and maintains mobile and web applications in various industries

App Data roles focus on managing, analyzing, and maintaining data related to applications, while App Developers design, build, and code applications. Both roles are essential in the app development lifecycle but differ in skills and responsibilities.

What are the key skills and qualifications needed to thrive as an App Data Analyst, and why are they important?

To thrive as an App Data Analyst, you need a strong background in statistics, data analysis, and experience with data querying languages like SQL, often supported by a relevant degree. Familiarity with analytics platforms such as Google Analytics, Tableau, or Power BI, and sometimes certifications in data analytics, are typically required. Strong problem-solving skills, attention to detail, and effective communication make someone excel in this role. These skills and qualities are essential for accurately interpreting data, providing actionable insights, and supporting data-driven decision-making within app development teams.

What are App Data professionals?

App Data professionals are specialists who manage, analyze, and maintain data generated by software applications. They focus on ensuring the quality, security, and accessibility of app-related data, often working with databases, analytics tools, and cloud platforms. Their responsibilities may include data integration, reporting, and supporting app development teams with data-driven insights. These roles are essential for organizations that rely on applications to drive business decisions and improve user experiences.
More about App Data jobs
What cities are hiring for App Data jobs? Cities with the most App Data job openings:
What states have the most App Data jobs? States with the most job openings for App Data jobs include:
What job categories do people searching App Data jobs look for? The top searched job categories for App Data jobs are:
App Data jobs near you
Infographic showing various App Data job openings in the United States as of May 2026, with employment types broken down into 1% As Needed, 91% Full Time, 6% Part Time, and 2% Contract. Highlights an 95% Physical, 1% Hybrid, and 4% Remote job distribution.
Data Analytics Engineer - Apple Services Engineering

Data Analytics Engineer - Apple Services Engineering

Apple

Cupertino, CA • On-site

$141K - $169K/yr

Full-time

Posted 4 days ago

Apple rating

8.1

Company rating: 8.1 out of 10

Based on 661 frontline employees who took The Breakroom Quiz

6th of 30 rated technology retailers

Job description

Gaming is a massive and rapidly growing part of the Apple ecosystem, bringing joy to hundreds of millions of players across all Apple devices. The Apple Games App is at the forefront of this experience, designed to connect players with incredible games, foster communities, and empower developers to build the next generation of interactive entertainment. We believe we are just getting started in redefining the gaming landscape...We are seeking a software data engineer to join the Apple Games App Data Engineering team. In this role, you will help deliver an unparalleled gaming experience and improve the platform every day for both players and game developers by generating insights from data in a privacy-friendly manner. We enable data-driven innovation by building solutions, services, and analytical workloads for a variety of internal collaborators and external gaming partners. In a world where gaming has become a central pillar of digital entertainment, the Apple Games team is essential to Apple's business..
As a member of the Apple Games App Data Engineering team, you will have significant responsibility and influence in shaping its strategic direction. This is a software engineering position. We write robust code, not just ad-hoc scripts. Our software processes dozens of terabytes of gaming and player engagement data on a daily basis. Our jobs and applications must be efficient, scalable, and stable.Although we write software, data is our main product and first-class citizen. We care about accurate and qualitative data as much as we care about fine, clean, and manageable code. The data we produce powers Apple leadership and our game developer partners with insights about player behavior, new innovations, and the next big things in gaming. You will play a key role in developing analytics solutions tailored specifically for game developers, leveraging your knowledge of the third-party gaming analytics ecosystem to help build best-in-class tools.To succeed here you will need to be a proponent of building world-class analytical solutions. To be a part of the team means we will want your ideas, concerns, and opinions in our discussions. We are highly collaborative. You will collaborate closely with engineering, product, and partner organizations. Privacy is a foundational engineering requirement in everything we build, and our solutions are designed to comply with Apple's privacy principles from the ground up. Our team is small and focused, where engineers work across a broad range of problems.
Bachelor's Degree in Computer Science, Engineering, or equivalent related experienceExperience building analytics and data solutions specifically for game developers.Familiarity with third-party analytics tools and platforms used in the gaming industry.5+ years of hands-on experience building distributed data processing applications using Apache Spark or Apache Flink.5+ years of programming experience in Scala (preferred) or Java.Experience with Big data: Hadoop, HDFS, Spark, SQL, Kafka.Proven skills in designing scalable, highly available distributed systems using technologies like Kafka, Iceberg, Kubernetes, Airflow, and Cassandra.
Good understanding of software engineering principles and fundamentals including algorithms and data structures.Self-directed, self-motivated, and ability to create architecture and design documents.Ability to capture cross-functional requirements and translate them into practical engineering tasks.Excellent communication skills and proven ability to work in a cross-functional environment.

What Apple employees say

Pay

Benefits

Hours and flexibility

Workplace

Get the full story on Breakroom

Apple logo

About Apple

Sourced by ZipRecruiter

Imagine what you could do here! At Apple, new ideas have a way of becoming extraordinary products, services, and customer experiences very quickly. Bring passion and dedication to your job and there's no telling what you could accomplish. Dynamic, intelligent people and inspiring, innovative technologies are the norm here. The people who work here have reinvented entire industries with all Apple Hardware products. The same real passion for innovation that goes into our products also applies to our practices strengthening our dedication to leave the world better than we found it.

Industry

Computer and electronic product manufacturing

Company size

10,000+ Employees

Headquarters location

Cupertino, CA, US

Year founded

1976

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