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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.
Manager, Info Security, App, Data, Cloud Security

Manager, Info Security, App, Data, Cloud Security

Cargill

Redan, GA

$120K - $160K/yr

Other

Posted 29 days ago

Cargill rating

7.4

Company rating: 7.4 out of 10

Based on 215 frontline employees who took The Breakroom Quiz

19th of 48 rated food wholesalers

Job description

Cargill is committed to providing food and agricultural solutions to nourish the world in a safe, responsible, and sustainable way. Sitting at the heart of the supply chain, we partner with farmers and customers to source, make and deliver products that are vital for living. 
Our 155,000 team members innovate with purpose, providing customers with life’s essentials so businesses can grow, communities prosper, and consumers live well. With over 160 years of experience as a family company, we look ahead while remaining true to our values. We put people first. We reach higher. We do the right thing—today and for generations to come.

Job Purpose and Impact

  • The AI Security Engineering Manager will help solidify foundation for the company's modern business applications. In this role, you will apply your knowledge of cybersecurity and AI engineering practices to secure and operate AI services used by our data and application teams to drive business value.  You will also lead and coach security team of engineers to deliver highly scalable security solutions using automation

Key Accountabilities
  • Lead the development of resilient AI services that protects sensitive data and critical business applications
  • Collaborate with AI platform engineers, cloud engineers, software engineers and other key stakeholders to create security solutions aligning to industry’s best practices while fostering trusted relationships
  • Lead a team of AI security engineers and be a security thought leader for the organization
  • Assess AI security risks, automate security controls, and support the Incident Response team while making continuous improvements to the organization's AI security posture
  • Address evolving threats to Cargill’s platforms in AI security strategies and platform designs.
  • Optimize investments in AI security technology to ensure they are fit-for-purpose and cost-effective. 
  • Stay informed about emerging technology trends that impact the company’s security and risk posture. 
  • Define and document how the implementation of new systems or interfaces between AI systems affects the security posture of the current environment
  • Provide expertise for developing AI Security standards and incident response playbooks
Qualifications
  • Bachelor’s or master’s degree in computer science, Information Systems, Cybersecurity, or a related field and or equivalent experience. 
  • 10+ years of experience working in a software or cloud engineering role. 
  • In-depth knowledge of addressing the unique security challenges of Large Language Models (LLMs), Generative AI, or Agentic AI systems, including model misuse, prompt injection, hallucination risk, and data governance
  • Experience with AI platform components such as model registries, vector databases, RAG pipelines, fine-tuning workflows, and inference gateways
  • Familiarity with cloud automation, management, and deployment capabilities. 
  • Knowledge of container architectures, CNAPP, CSPM, CASB, CIEM, CWPP, and CI/CD security in the cloud. 
  • Demonstrates flexibility in changing situations, adapting ideas or perceptions in response to evolving circumstances, and altering standard procedures when necessary. Ability to multitask effectively. 

#HiPo

Compensation Data

The expected salary for this position is $120,000 - $160,000.  Compensation varies depending on a wide array of factors including but not limited to the specific location, certifications, education, and level of experience. The disclosed range estimate may be adjusted for any applicable geographic differential associated with the location at which the position may be filled. This position is eligible for a discretionary incentive award. The incentive award amount is dependent upon company performance and your personal performance. 

At Cargill we put people first.  As part of your overall rewards, we offer a comprehensive benefit program including medical and/or other benefits dependent on the position offered and hours worked. Visit: https://www.cargill.com/page/my-health/mh-health-and-wellnessto learn more (subject to certain collective bargaining agreements for Union positions).

Minnesota Sick and Safe Leave accruals of one hour for every 30 worked, up to 48 hours per calendar year unless otherwise provided by law. 

Equal Opportunity Employer, including Disability/Vet.

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About Cargill

Sourced by ZipRecruiter

Cargill was founded in 1865 as a single grain warehouse in Iowa, U.S. Since then, we’ve grown to become a global partner connecting people around the planet. But one thing has remained constant over the years: our purpose of nourishing the world in a safe, responsible and sustainable way. Cargill is committed to conducting business with integrity, operating responsibly, enriching communities and nourishing the world. In the fiscal year 2021, Cargill provided $110.5 million in total charitable contributions in 56 countries to support our communities. Cargill businesses and employee-led groups partner with local civic, nonprofit and non-governmental organizations on programs and projects that improve food security and nutrition; support human rights, equity and inclusion; strengthen farmer livelihoods; and advance our commitments in the areas of land use, water and climate.

Industry

Food and drink manufacturing

Company size

10,000+ Employees

Headquarters location

Minneapolis, MN, US

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