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Data Science Manager job

AppleCupertino, CA
Apple jobs

Company

Salary

Skills

Company Description

Cupertino, California-based Apple designs, manufactures, and markets mobile communication and media devices, computers, and various related software (the Mac, iPhone, iPad, and Apple Watch, iTunes, the App Store, Apple Music, and several other). Apple is committed to make the best products in the market, creating solutions that serve everyone. Apple celebrates inclusion and diversity, and believes in the power of an accepting culture. Strengthening its commitment to leave the world better than we found it, Apple has been supporting underserved schools in the US as part of ConnectED, pledging $100 million of teaching and learning solutions since 2014. Environmental sustainability is also at the forefront of the Apple core values - it strives to develop products that make the least environmental impact. At Apple you can take advantage of health and wellness resources and time-away programs including the option to buy Apple stock at a discount, charity events, reimbursement for continuing your education, and special employee pricings on Apple products.

Job Description

Data Science Manager

Santa Clara Valley (Cupertino) , California , United States

Software and Services

Summary

Posted: Feb 20, 2020

Role Number: 200152375

At Apple, we work every day to create products that enrich people's lives. Our Advertising Platforms group makes it possible for people around the world to easily access informative and imaginative content on their devices while helping publishers and developers promote and monetize their work. Today, our technology and services power advertising in Search Ads in the App Store and Apple News! The Data Insights team within Advertising Platforms is seeking a forward-thinking and endlessly curious data expert to lead our Data Analytics team comprising data analysts and data scientists that support the Search Ads team. The Data Science Manager will be responsible for leading a team that turns the huge amounts of data generated by user searches, app metadata, and App Store content into business insights that improve the customer experience for the end-user as well as drive discovery and productivity for app developers. We are seeking an ambitious leader that will not only execute on near-term plans but also contribute and define a longer term vision for our team and Ad Platforms. This role will involve working with Internet-scale data across numerous product and customer touch points, undertaking in-depth quantitative analysis, reporting, and building models to drive strategy. The team's culture is passionate about rapid iteration with open feedback and debate along the way, plus collaboration with product, engineering, business, and marketing partners. Do you have experience hiring and leading advanced analytical teams? Teams that not only deliver impactful statistical reporting but also build insights via pattern mining, anomaly detection, predictive modeling, classification, and optimization. Successful candidates will take pride in implementing and sustaining end-to-end analytical solutions that have direct and measurable impact. The role requires both a broad knowledge of existing data mining algorithms and creativity to invent and customize when necessary.

Key Qualifications

  • 7+ years of experience leading analytics, reporting, and/or data science teams that report up to the Business. 3+ years in digital advertising and performance-based platforms.
  • Experience in advanced quantitative methods and model development with a strong focus in exploratory data science. Must include experience with regression, classification, clustering, and time-series analyses. Strong understanding of statistical theory and applications.
  • Well-rounded individual with the ability to write code to query and transform both unstructured and structured data-acting as a mentor to your team in these areas-while not being afraid to dig deep yourself.
  • Experience in cohort analysis, behavioral analytics, segmentation and sampling with hands-on A/B test design and measurement.
  • You have programming skills in Python, Java/Scala, and SQL. Demonstrated comfort with advanced analytics and data visualization tools such as Pandas, R, Spark, and Tableau.
  • Experience working with modern data technologies. Familiarity with database modeling and data warehousing principles.
  • Must be able to guide and lead analysis and model development efforts across teams of data scientists and data analysts.
  • Strategic mindset with an aptitude to condense complex concepts, analysis, and models into actionable, growth marketing data products and strategies that will propel Apple's digital advertising businesses.
  • You're able to demonstrate your keen business sense; ability to understand and anticipate the decisions partners must make supported by data. Ability to produce and communicate data insights that into significant business impact.
  • Excellent communication, collaboration, partner management, and planning skills; demonstrated success building consensus for an innovative and ambitious vision.
  • Ability to work optimally with engineering partners to meet the data needs of the business, translating business needs into analytical requirements.
  • Familiarity with digital, performance-based marketing platforms

Description

- Apply best-in-class modeling and analytics techniques to enable rapid insights discovery for multiple business, multi-functional teams and Senior Leadership Team (SLT) - Lead analysis of business metrics, their interactions, and framework design on deep dive investigations. Monitor usage metrics, provide business-based explanations for large scale trends and patterns in customer lifecycle behavior. Develop CLTV models. - Drive creation of self-serve analytics tools and data products to enable insights discovery at lightning speed and scale. - Automate and scale existing analysis methods. Institute new approaches on modeling and analysis frameworks. - Design and evaluate experiments that help define opportunities for increased usage, improved marketplace performance and greater customer happiness. - Guide analytics on customer journey, yield by customer cohorts, propensity modeling and behavioral analytics to drive marketing and sales strategies. Propose marketing and product changes backed by well defined experiments and data analytics. - Quantify the impact of product, sales and marketing experiences on customer happiness and future behavior. - Data mining, statistical analysis and visualization of data to help understand how developers engage with Search Ads for app promotion. Define data structures, build predictive modeling processes and find stories based on signals of advertiser success or failure/churn. - Hire and develop leading talent with relevant data science skills. Motivate and ensure success for the team by defining roles and responsibilities that are clearly communicated, define and share a strategic vision for the function, established processes, and develop personal development plans. - Empower global business teams with insights to inform and fulfill strategic objectives and goals.

Education & Experience

Ph.D. or Masters in a quantitative field, such as Computer Science, Applied Mathematics, Econometrics, Operations Research, Social Sciences, Statistics, or equivalent professional experience

Additional Requirements






See job description
Estimated annual salary
$158,617
average
Minimum
$140,212
Maximum
$174,546

TASKS

  • Analyze problems to develop solutions involving computer hardware and software.
  • Apply theoretical expertise and innovation to create or apply new technology, such as adapting principles for applying computers to new uses.
  • Assign or schedule tasks to meet work priorities and goals.
  • Meet with managers, vendors, and others to solicit cooperation and resolve problems.

SKILLS

  • Reading ComprehensionUnderstanding written sentences and paragraphs in work related documents.
  • Active ListeningGiving full attention to what other people are saying, taking time to understand the points being made, asking questions as appropriate, and not interrupting at inappropriate times.
  • WritingCommunicating effectively in writing as appropriate for the needs of the audience.
  • SpeakingTalking to others to convey information effectively.

KNOWLEDGE

  • Administration and ManagementKnowledge of business and management principles involved in strategic planning, resource allocation, human resources modeling, leadership technique, production methods, and coordination of people and resources.
  • Computers and ElectronicsKnowledge of circuit boards, processors, chips, electronic equipment, and computer hardware and software, including applications and programming.
  • Engineering and TechnologyKnowledge of the practical application of engineering science and technology. This includes applying principles, techniques, procedures, and equipment to the design and production of various goods and services.
  • DesignKnowledge of design techniques, tools, and principles involved in production of precision technical plans, blueprints, drawings, and models.

Apple

Type

Company - Public

Size

Small

Revenue

$5M to $10M

Location

Multiple locations

Industry

Retail

Founded

1976

CEO

Tim Cook

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