Apple

Legal Data Analyst, Applied Data Science

Apple$90K — $130K *
Legal & Accounting
Less than 5 years of experience
Job Overview by Ladders

Qualifications

  • 4+ years in data analysis or business intelligence
  • Strong proficiency in SQL and Python
  • Experience with AI tools for analytics
  • Skilled in statistical and trend analysis
  • Familiar with enterprise data systems like ERP or CRM
  • Strong analytical and problem-solving skills
  • Ability to communicate findings to diverse stakeholders

Responsibilities

  • Deliver analytical insights on legal operations data
  • Leverage AI tools for data profiling and anomaly detection
  • Uncover trends through spend and matter analysis
  • Build forecasting models for legal data
  • Prepare data for AI-driven consumption
  • Define KPIs and impact metrics for leadership
  • Utilize BI tools for visualization and presentation

Benefits

  • Opportunity to influence data-informed decision making
  • Diverse work environment within legal operations
  • Hands-on experience with cutting-edge AI technologies
  • Chance to enhance analytical skills in a dynamic setting
  • Engagement with stakeholders across different levels
Full Job Description
Description

The Legal Data Analyst delivers analytical insights and ensures data readiness for AI and analytics across Legal Operations. You will leverage AI tools to accelerate your work, using AI for data profiling, anomaly detection, pattern recognition, and insight generation. You will analyze legal operations data to uncover trends, perform spend and matter analysis, build forecasting models, and prepare data for AI consumption. This role combines analytical rigor with AI fluency and deep understanding of legal operations to drive data-informed decisions.

Minimum Qualifications

4+ years of experience in data analysis, business intelligence, and analytics roles

Strong proficiency in SQL, Python, and experience with analytical and data profiling tools

Experience using AI and LLM-based tools to accelerate analytical work

Experience with statistical analysis, trend analysis, and forecasting techniques

Experience working with enterprise data systems (ERP, CRM, matter management, or similar)

Strong analytical and problem-solving skills with attention to detail

Ability to communicate analytical findings and data quality insights to technical and non-technical stakeholders

Experience building in and presenting with BI and visualization tools (Tableau, Power BI, or similar)

Deriving and defining KPIs and other business impact metrics for leadership

Preferred Qualifications

Experience with legal operations data (matter management, eBilling, CLM, document management)

Demonstrated ability to integrate AI tools into daily analytical workflows - not just experimentation, but production use

Understanding of prompt engineering techniques to get better results from AI tools

Understanding of legal spend management, LEDES/UTBMS billing codes, and outside counsel metrics

Experience with predictive analytics and forecasting models

Familiarity with data governance frameworks and data stewardship models

Experience with data quality tools (Great Expectations, Monte Carlo, or similar)

Knowledge of entity resolution concepts and master data management

Understanding of how data quality impacts AI/ML model performance

Experience in corporate legal department or professional services environment

About Apple

Apple is a corporation that designs, manufactures, and markets mobile communication and media devices, personal computers, portable digital music players, and sells a variety of related software, services, peripherals, networking solutions, and third-party digital content and applications. Apple provides many products and services, including iPhone; iPad; iPod; Mac; Apple TV; a portfolio of consumer and professional software applications; the iOS and OS X operating systems; iCloud; and accessories, service, and support offerings. It sells its products worldwide through its retail stores, online stores, direct sales force and third-party cellular network carriers, wholesalers, retailers, and value-added resellers to the consumer and also sells third-party iPhone, iPad, Mac and iPod compatible products, including application software and accessories through its online and retail stores. Introduced in 1984, the Macintosh was the first widely sold personal computer with a graphical user interface (GUI). That feature and others such as an improved floppy drive design and a low-cost hard drive that made data retrieval faster helped Apple cultivate a reputation for innovation. Apple was named as the most admired company in the United States in 2008 and in the world from 2008 to 2012 by the Fortune magazine. The company was founded by Steven Paul Jobs, Steve Wozniak, and Ronald Gerald Wayne on April 1, 1976, and is headquartered in Cupertino, California.

Apple Careers

Join Apple, a place where extraordinary people gather to do their best work. Our ever-expanding global team is at the forefront of innovation and leadership in the tech industry. At Apple, we're not just building products—we're crafting the kind of wonder that revolutionizes entire industries. It's the diversity of our people and their ideas that inspires the innovation that runs through everything we do, from amazing technology to industry-leading environmental efforts. Work You’ll Do Embark on a journey with Apple’s market-leading team to help some of the world’s most influential companies navigate their path to digital mastery with cutting-edge technology and services. Transform industries and touch lives with your unique ideas at Apple. Here, you’ll lead through a unique position at the intersection of technology, creativity, and robust industry expertise. Collaborate with a global team of professionals who are at the top of their game in technology and design. Apple isn’t just a company, it’s a community of innovators and passionate thinkers. Introducing the Apple Innovation and Leadership Initiative We are building a market-leading team to drive our efforts in delivering groundbreaking solutions and services. At Apple, job opportunities are abundant, offering you the chance to explore diverse roles from engineering to marketing, all designed to empower your career growth. Do Innovative Work Join the largest group of creative and technical experts in the world—professionals dedicated to redefining what’s possible through technology and innovation. Deliver targeted solutions through a depth and breadth of expertise that’s unmatched, driving forward our commitment to excellence and leadership in every project we undertake. Be Part of a Great Team Engage in a wide range of projects utilizing Apple’s technology and resources. Harness the unparalleled capabilities, global scale, and joint solution development that only Apple can offer. Future-Proof Your Career Advance your career with limitless opportunities at Apple. Go as far as your ambition takes you with unmatched training, development, and certification support. Explore Discover how Apple is leading the way in tech innovation: [With iOS] Businesses can streamline operations and enhance customer interactions... READ MORE Smart home technology integration that sets the standard for convenience and security... READ MORE The Apple Experience Our combined service capabilities, global scale, and joint solution development help clients overcome challenges and lead transformation in their industries. Clients worldwide look to Apple for new strategies and solutions that drive growth and innovation in the digital era. Stay Connected Join Our Team Search open positions that match your skills and interests. We look for passionate, curious, creative, and solution-driven team players. Whether you’re seeking a professional role, an internship, or a leadership position, Apple offers a variety of employment opportunities. SEARCH APPLE JOBS Keep Up to Date Stay ahead with career tips, insider perspectives, and industry-leading insights you can put to use today—all from the people who work here. READ CAREERS BLOG Job Alert Emails Personalize your subscription to receive job alerts, latest news, and insider tips tailored to your preferences. See what exciting and rewarding opportunities await at Apple, a company committed to diversity, innovation, and leadership. Explore job opportunities, employment benefits, and the culture of growth and innovation at Apple. Prepare your resume, hone your interview skills, and ready yourself for a career at one of the most prestigious companies in the world. Join us in pushing the boundaries of what is possible.
Learn more about Apple
Size
154,000 employees
Market Cap
$2,074.3 billion
Industry
Net Income
$63.9 billion
Founded
1976
5 Year Trend
+11.5%
Revenue
$294.1 billion
NASDAQ

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