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Jobs that require cluster analysis skill

Manager, Business Integrity
Facebook   via Facebook

Facebook's mission is to give people the power to build community and bring the world closer together. Through our family of apps and services, we're building a different kind of company that connects billions of people around the world, gives them ways to share what matters most to them, and helps bring people closer together. Whether we're creating new products or helping a small business expand its reach,    Read more

people at Facebook are builders at heart. Our global teams are constantly iterating, solving problems, and working together to empower people around the world to build community and connect in meaningful ways. Together, we can help people build stronger communities — we're just getting started.


Manage a high-performance team in a technical operations organization covering a wide variety of workflows including content review, policy creation & enforcement, fraud/spam research & investigation, reporting & analytics, tool & infrastructure development, new product testing & support, and vendor management

Identify and assess risks & opportunities

Develop goals & metrics to assess impact

Develop and drive operations to enable and maintain quality in the ecosystem, across multiple teams, ensuring timely and thoughtful response, and scalable processes

Develop - in partnership with multiple functions in multiple geographies - principles for policy development and enforcement, and decisions

Use insights gleaned from investigations and other inputs to proactively mitigate risk to advertisers and users and to inform and improve operations and execution

Interface and consult regularly with cross-functional groups and leaders both internally and externally

Develop domain expertise across Business Integrity, informed by trends in business and technology including knowledge of current/potential Facebook business models and customer needs

Staff and manage dynamic and technical teams

Develop, coach, mentor, and ensure high performance without burnout


BA/BS degree, preferably in a analytical field such as Math, Statistics, Computer Science, Econ, or Information Systems

10+ years of experience in strategic and operational roles

2+ years' experience leading global teams

Experience leading cross-functional projects and ability to work with people at all levels both inside and outside of Facebook

Experience leading & working with global teams and customers

Experience managing with ambiguity and principles in a high-pressure environment

Ability to shape strategy and execute against that strategy, with appropriate prioritization of people and resources

Ability to communicate the results of analyses, along with the ability to compile briefing materials and other communications

Ability to juggle priorities and tasks

Organizational skills, with ability to identify opportunities for efficiency improvements


Advanced degree (MS/MA/MBA)

Experience managing and/or working with high-performance teams focused on Analytics (including developing data pipeline architecture, organizational metrics, and insights into problems) and Engineering (infrastructure, tool development, and system design)

Analytical ability with experience with data tools and SQL abilities

Ability to set and drive operational metrics, do staffing ROI analyses and drive data for OPEX conversations

Demonstrated success presenting complex research data (qualitative and quantitative) in a clear and compelling manner that inspires action

Experience utilizing both qualitative analysis (e.g. content analysis, phenomenology, hypothesis testing) and quantitative analysis techniques (e.g. cluster analysis, descriptive and inferential statistics)

Experience managing remotely, across global regions

Experience working with or in support of diverse communities and global teams

Orogold - Marina Bay Sands
Associate Analyst/Analyst, Gaming Analytics
Orogold - Marina Bay Sands   via JobsCentral

Contribute to the Revenue Optimization department in its goal to maximize profit revenue by performing the following: Assist the Manager of Analytics in the evaluation, analysis and recommendation of initiatives as related to casino operations and casino marketing. Provide in-depth analysis and revenue tracking of the products and promotions, incorporating various statistical methodologies (such as logistic regression and cluster analysis) in order to determine the most profitable    Read more

products and patrons. Analyze, maintain, improve the casino databases and make presentations to management highlighting key trends and action recommendations. Support Marketing programs including: loyalty program, direct marketing offers, club card tiering levels and communication channels through data preparation and data mining. Work closely with the team to generate algorithms and create predictive models to identify potential high-value customers and the corresponding re-investment and acquisition strategies required to influence behaviour and repeated visitation. Keep apprised of current gaming market trends through interaction with industry peers and surveys. Provide ideas and suggestions for new programs, services, technology and processes to ensure Marina Bay Sands competitive advantage. JOB REQUIREMENTS Degree in Business Analytics, Applied Mathematics, Statistics or other analytical fields preferred. 2 to 4 years of practical experience in business analysis, slot or table game revenue or marketing analytics experience preferred. Ability to work through complicated processes and accurately compile offer matrices and knowledge of the various methods and tools used in the delivery of the approved offers. Ability to process massive amounts of data and complete critical projects in a correct, accurate and timely manner. Verifiable success being proactive in responding to changing market factors. Advanced programming skills using analytical tools such as Base SAS, SAS EG, R, Python and various slot or table game rating Software required. Designing impactful data visualization to communicate complex ideas in Data Visualization Tools. Excellent communication, writing, presentation, statistical and data analysis skills.