Manager, Advanced Analytics Resume Sample
Royal Bergstrom
5451 Bogisich Divide,
Philadelphia,
PA
+1 (555) 900 1995
Work Experience
Manager, Advanced Analytics
05/2016
-
PRESENT
Boston, MA
- Use data to build predictive and optimization models that add value to our employees, stakeholders, and customers through a dedicated focus on analytics for workforce planning and optimization, recruitment and selection, turnover, diversity and inclusion, engagement, performance, rewards & recognition, and all other areas corresponding to people analytics
- Connect multiple extracts of data across various HR systems and leverage analytics languages and applications such as R, PYTHON, SAS Enterprise Miner or others
- Build and maintain an expanding set of predictive models in support of the Employee Intelligence and Personalization strategies
- Provides management support to the Human Resource function in the areas of people metrics and predictive analytics
- Identify business challenges and use data analysis to help influence changes to the operations, process or programs
- Develop multi-dimensional analysis leveraging both structured and unstructured data
- Partner with portfolio leads to identify key insights, metrics, trends, and analysis to support our business partners and "tell the story"
- Evaluate strategy effectiveness and identify enhancement opportunities
- Develop thorough understanding of HR-related data and create complex queries to extract data for comprehensive analysis
Senior Manager, Advanced Analytics
04/2012
-
02/2016
San Francisco, CA
- Execute an analytical proof of concepts and develop concise and insightful trend analyses
- Support the Enterprise Data Analytics and Reporting team and partner with IT on analytics technology requirements, rationalizations, and the enhancement of an HR analytics solution
- Develop relationships with the Enterprise Data and Analytics Reporting Team and internal clients
- Business Group: Citi Retail Services
- Department: Advanced Analytics- Big Data
- Function/Group: Risk Management Analytics
- Provide support and recommendations to merchant teams to assist in managing pricing indices and promotions to achieve sales and margin targets
Senior Manager Advanced Analytics
03/2008
-
12/2011
Houston, TX
- Analyze product promotional events based on sales, traffic, margin and forecast performance. Publish analysis and provide recommendations to MP&A, Cross-Functional partners and Senior Management
- Ensure proper interpretation of reporting and utilize analyses to meet changing business needs
- Influence key cross-functional business partners by delivering ad hoc analyses and recommendations for planning and merchant teams that encompass strategic direction, optimal value creation and proper focus of resources
- Partner w/ AP to recommended ticketing architecture across all lines of business
- Collaborate with MP&A and Merchant organization on glide path promos for exiting merchandise
- Partner with Testing team, merchants & planning on promotional & product price testing – including interpreting results and test design
- Experience in programming language such as SAS or R
Education
University of Minnesota, Morris
2002 - 2007
Bachelor's Degree in Statistics
Professional Skills
- Strong analytical and problems solving skills coupled with excellent prioritization skills
- Strong verbal and written communication skills to perform internal and at times external presentations; strong listening and teamwork skills are also required
- Exceptional prioritization / delegation / time management skills. Experience leading project-based teams
- Demonstrated strong quantitative problem-solving skills
- Strong leadership skills and proven ability to lead the efforts both functionally and technically to achieve the vision
- Demonstrated ability to evaluate quantitative data from multiple sources using statistical modeling, analytical methods, and critical thinking skills
- Strong analytical mindset with solid problem solving skills
How to write Manager, Advanced Analytics Resume
Manager, Advanced Analytics role is responsible for analytical, business, presentation, analytics, modeling, marketing, database, advanced, quantitative, solutions.
To write great resume for manager, advanced analytics job, your resume must include:
- Your contact information
- Work experience
- Education
- Skill listing
Contact Information For Manager, Advanced Analytics Resume
The section contact information is important in your manager, advanced analytics resume. The recruiter has to be able to contact you ASAP if they like to offer you the job. This is why you need to provide your:
- First and last name
- Telephone number
Work Experience in Your Manager, Advanced Analytics Resume
The section work experience is an essential part of your manager, advanced analytics resume. It’s the one thing the recruiter really cares about and pays the most attention to.
This section, however, is not just a list of your previous manager, advanced analytics responsibilities. It's meant to present you as a wholesome candidate by showcasing your relevant accomplishments and should be tailored specifically to the particular manager, advanced analytics position you're applying to.
The work experience section should be the detailed summary of your latest 3 or 4 positions.
Representative Manager, Advanced Analytics resume experience can include:
- Exceptional problem solving and analytical skills combined with strong communication abilities
- Strong SQL skills including the ability to translate business questions into cogent, logical database queries and ensure quality output
- Experience in consumer goods and/or services required. Apparel experience desirable
- Strong application engineering experience in designing Information/Analytics, highly scalable and available systems
- Security/monitoring industry experience is good. Curiosity to learn is even better
- Ideally Retail, sporting goods industry experience
Education on a Manager, Advanced Analytics Resume
Make sure to make education a priority on your manager, advanced analytics resume. If you’ve been working for a few years and have a few solid positions to show, put your education after your manager, advanced analytics experience. For example, if you have a Ph.D in Neuroscience and a Master's in the same sphere, just list your Ph.D. Besides the doctorate, Master’s degrees go next, followed by Bachelor’s and finally, Associate’s degree.
Additional details to include:
- School you graduated from
- Major/ minor
- Year of graduation
- Location of school
These are the four additional pieces of information you should mention when listing your education on your resume.
Professional Skills in Manager, Advanced Analytics Resume
When listing skills on your manager, advanced analytics resume, remember always to be honest about your level of ability. Include the Skills section after experience.
Present the most important skills in your resume, there's a list of typical manager, advanced analytics skills:
- Exhibit a commitment to being a team player with a flexible “can do” attitude and strong interpersonal skills; be a Self-Starter; Accountable
- Demonstrated communication, interpersonal, and client handling skills
- Crisp email writing, good presentation skills, co-ordinate multiple meetings & multi-task many client meetings
- Excellent computer skills with proficiency in PowerPoint, Excel, and Word
- Strong advanced analytics experience (e.g., marketing mix modeling, pricing analytics, marketing attribution modeling)
- Strong story-telling skill set when presenting analysis
List of Typical Experience For a Manager, Advanced Analytics Resume
1
Experience For Senior Manager, Advanced Analytics Resume
- Use strong analytical and relationship skills to identify opportunities for creative and innovative solutions
- Experience in either developing or validating ML/AI models
- Consulting or customer facing experience
- Experience in deploying analytics campaigns including pre-campaign analysis, targeting, test and control development, response tracking and analysis
- Experience presenting complex data to a non-technical audience
- Demonstrate to internal and external customers how solutions can be implemented to maximize business strategies, including cost benefit analyses
- Previous people management experience, including the ability to attract, retain and develop top talent
- Experience with data visualization using Power BI, QlikView, Tableau, or other tools
- Nimble and flexible when it comes to juggling multiple priorities, projects and deadlines
2
Experience For Manager Advanced Analytics Resume
- Strong analytical mindset to drive and ensure proper data usage
- Strong Data Warehouse expertise
- Strong knowledge of BI, OLAP, ROLAP, MOLAP and appropriate trade offs
- Proven track record in lead and architect position for 5 years
- Proven track record in lead and architect position for 5+ years
- Industry experience with Advanced Analytics/Data Science
- Demonstrated ability to build large-scale predictive models with real-world data
- Operations esp. customer care/billing systems experience
- Experience with SAS, Teradata, Tableau, R, Matlab or similar
3
Experience For Senior Manager Advanced Analytics Resume
- Experience in project management of data driven transformations
- Analyze results from NPS, and work with customer experience champions to recommend areas of improvements
- Experience in business analytics and modeling, preferably within the retail financial services industry
- Hand-on experience in data visualization / processing software, such as Looker, ZOOMDATA, Tableau, Apache Spark
- Big Data platform (e.g. Hadoop) experience
- Data visualization software experience (Qlik, Tableau or similar)
- Experience in Sensory Analysis, Consumer Science, or Market Research
- Overseeing execution of one or more projects simultaneously to deliver error-free work on time
4
Experience For Manager, Advanced Analytics & Insights Resume
- Manages the development and execution of large-scale marketing initiatives (for example, on-site merchandising, advertising, store integration)
- Analytics and reporting acumen including both quantitative and qualitative assessment, and understanding of NPS methodology
- Support the professional sales organization in providing leads using predictive analytics and segmentation
- Write advanced SQL queries using tools such as Teradata, MySQL to retrieve and analyze large quantities of data using Python, VBA or R
- Support customer segmentation efforts, including acquisition and retention tools, as well as propensity modeling tools
5
Experience For Engagement Manager, Advanced Analytics Resume
- Build models to support initiatives such as pricing, marketing, sales, client retention, improve volumes, customer insights etc
- Define and architect data loading into a ‘big data’ environment
- Building large scale enterprise and distributed applications
- Proficiency in general purpose computer programming languages (Java, C )
- Proficiency in general purpose computer programming languages (Java, C++)
- Constantly look for ways to improve the usage of Horizon’s existing data and analytics infrastructure
- Support the building of scalable patient analytics capabilities from idea generation, to pilot, to scale
6
Experience For Assistant Manager Advanced Analytics Resume
- Develops organizational best practices and learnings on generating actionable insights across the company
- Work cross functionally with Sales Analytics, Sales Operations, and IT to develop the necessary infrastructure to enable reporting
- Support Category Marketing leadership with custom tools that serve the Category’s unique goals and challenges
- Drive and promote the use of marketing analytics to support the Business objectives
- Perform proactive analytics and research, as well as manage custom client scoring solutions, as needed
7
Experience For Manager Advanced Analytics & Modeling Resume
- Inquisitive and willing to learn with a positive approach to work within a team and cross-functional teams
- Begins to proactively identify business opportunities based on consumer and marketplace understanding
- Knowledge in digital analytics using Adobe/Google Analytics
- PhD in statistics, engineering, computer science, math, economics, or related fields
- Strategic thinking in technology space
- Present complicated analytical material in a concise and compelling manner to a non-technical audienc
8
Experience For Manager / Snr Manager, Advanced Analytics Resume
- Managing direct report(s)
- Energetic and enthusiastic about the opportunity to build something
- Knowledge of capabilities of Marketing Automation Platform (such as Marketo, etc …)
- Manages marketing budgets
- SAS and SQL programming
- Analytical / Decision Making
- B.A. /B.S. in Econ or Statistics
9
Experience For Manager Advanced Analytics & Optimization Resume
- Directs the work-plan and quality of output of key partners on Due-to’s and program evaluation/ROI of all levers to impact growth objectives
- MS/PhD in a quantitative discipline: Statistics, Math, Computer Science, Operations Research, etc
- Analyze structured & unstructured/semi-structured data
- Work in partner with client research, insights and analytics team; have deep knowledge of client’s business goals and challenges
- Manage a team of Math and Science PhD’s and providence technical and professional guidance
- Provide technical design expertise to build highly scalable parallel analytics and machine learning algorithms, running on Aster’s MPP platform, using its Java and C function APIs
- To clearly formulate analytical hypothesis,
- Perform ad-hoc analysis to support it, communicate results clearly, and understand cause & effect relationships
10
Experience For Manager, Advanced Analytics CVM Resume
- Stitch together Customer Care data – calls, IVR, agent notes, chat transcripts, agent performance, customer demographics, call intent, billing processes, revenue leakage – to derive insights to drive the afore-mentioned customer care outcomes
- Become a catalyst for change: Interact cross-functionally with Marketing, Direct Sales, Dealer Channel, Digital channels, Tele sales & Retention, Field Installation, IT and Product
- Coach a team: Manage a small team (2-4 people) of managers/analysts, with call listening support (not directly reporting to this role)
- Structured top down thinking and crisp communication
- Cultural fit: An optimal mix of being a dreamer and an execution machine
- Support mindset change to become a data driven company by creating awareness and education about data, tools and the power of advanced analytics
- Collaborate with our technical teams, including data scientists, data management, architecture and systems teams
- Conduct analysis leveraging patient level data sources, ex. claims, EMR, etc. to gain insights and drive actions
List of Typical Skills For a Manager, Advanced Analytics Resume
1
Skills For Senior Manager, Advanced Analytics Resume
- Demonstrated superior experience in Marketing Analytics & Database Marketing is required
- Develop a strong partnership with the business through providing strong analyses and recommendations that drive the business performance
- Provide strategic advice derived from a strong analytical rigor and maintain focus on improving the effectiveness of our investments and resources
- Five-seven years prior work experience in a combination of hands-on data analytics as well as analytics design and management
- Strong experience and proficiency in SQL, R and Python
- Demonstrated understanding of marketing mix modeling, marketing strategies, statistical programming (ie. SAS, R, SPSS) and database querying (e.g., SQL)
- Retail analytics, pricing analytics, planning analytics and/or marketing/promotional analytics experience
- Develop and drive alignment of predicative modeling strategy with key business stakeholders including base management, marketing and customer experience etc
- Experience in implementing (including operational systems) of Planning or Assortment Engines based on Artificial Intelligence
2
Skills For Manager Advanced Analytics Resume
- Experience simplifying and presenting complex analytical concepts to management including C-level executives
- Experience in developing metrics and implementing new measurement solutions
- Experience in patient longitudinal analysis, ex. constructing line of therapy, analyzing treatment pathway
- Experience supporting Marketing and or growth programs
- Experience in designing and developing database components
- Development experience in designing and developing large scale database application
- Proven success building and deploying enterprise level applications
- Collect, organize process and validate data from a variety of vendors and data sources for modeling. Partner with clients to ensure marketing data is accurate
- Skillful developing and leveraging internal and external partnerships and networks to maximize the achievement of business goals
3
Skills For Senior Manager Advanced Analytics Resume
- Proven aptitude for synthesizing disparate, and potentially complex, research into actionable insights
- Experience in quantitative modeling and data management in the energy industry
- Experience in AI/Machine Learning
- Experience with Business Intelligence and Data Mining Applications
- Experience with data mining and BI systems is required
- Solid expertise in one of the following: Python, R, SAS, SPSS
- Experience in using data integration tools such as Kettle, DataStage, SSIS
- Experience working with Technology clients or in business to business domain
- Experience in progressive roles involving business analysis/business intelligence
4
Skills For Manager, Advanced Analytics & Insights Resume
- Experience applying advanced analytical techniques to address business needs
- Experience in direct management of each of the following (teams, projects, customer relationships)
- Demonstrated passion in building solutions to answer business questions and improve business processes
- Strong knowledge of syndicated and secondary research sources
- Work independently, prioritize projects, multi-task and meet deadlines
- Demonstrated analytical, curious, and detail oriented mindset
5
Skills For Engagement Manager, Advanced Analytics Resume
- Strong foundation in Hypothesis Testing
- Analytics experience in financial services, banking or insurance
- Experience/have greater depth of understanding on site catalyst, DMP etc and ability to leverage analytics in social and digital platforms
- Demonstrated knowledge of data mining methods and market research statistical techniques
- Providing input into the long term strategy for Canadian Tire’s Big Data ecosystem, including making recommendations to senior management
- Communicating and explaining analytic approaches and findings to internal executive business clients
6
Skills For Assistant Manager Advanced Analytics Resume
- Ensuring integrity of the analytical solutions in terms of the underlying statistical and economic models and assumptions
- Developing and implementing the vision, strategy and methods by which the organization acquires, analyses, governs and manages the quality of data
- Increasing the breadth and depth of customer relationship with the bank – cross-sell/up-sell models, segmentation, etc
- Modelling the win-back initiatives
- Understanding of data structures and algorithm design
- Coaching one or more direct reports to ensure high utilization, promote job satisfaction and guide technical and professional development across the team
7
Skills For Manager Advanced Analytics & Modeling Resume
- Leading POCs to perform exploratory and targeted data analyses, and to create break through solutions
- Combining disparate data streams to create an analytical database/dataset
- Evangelize the benefits of incorporating analytics with the goal of identifying new opportunities for embedding algorithms into existing business processes
- Cultivate data; harvesting & ingesting new data as well as wrangle existing data
- Support campaign and trigger development through pre-campaign analysis, sizing, targeting, test and learn set up, tracking, and recommendation for refinement
- Formal training in machine learning and advanced analytical methods such as classification, clustering, association analysis, optimization, etc
- Help define standards & practices ranging from checks & balances to ensure accuracy and consistently, shared file systems, recurring reporting, and more
- Leads predictive modelling projects; develop project plan assigning and directing tasks of other analysts
8
Skills For Manager / Snr Manager, Advanced Analytics Resume
- Expertise building and evaluating supervised and unsupervised machine learning models
- In media/advertising, marketing research, consumer insights, or strategy
- Self-motivated, hardworking and dedicated; commitment to continual learning & a curious mindset
- Assist in on-boarding DMPs, CRM segments, and selecting optimal DSP cross-device measurement partners
- Roles-model “win-together” while challenging status quo and driving changes across teams regardless of organizational structure
- Proficiency with presenting and influencing at all levels of the business (individual contributor to C-level)
- Establish a culture of rapid experimentation by being a ‘go to expert’ on A/B testing and MVT
- Collaboration with leading research institutes, consulting companies in the area of Advanced Analytics, Big data
9
Skills For Manager Advanced Analytics & Optimization Resume
- Self-starter, team player and an innate curiosity for new challenges; finding unconventional solutions to new and existing business challenges
- Manage a team of data analysts, providing training opportunities for technical and functional development
- Run optimization and simulation scenarios to help provide recommendations to Marketing and Media Planning Teams
- Consults with business partners within assigned business segment to contribute to business results (for example, driving sales, increasing customer traffic)
- Facile in working with and organizing high volume, diverse data sets that include transactions, clickstream, survey, and other types of information
- Build sophisticated models to address customer engagement challenges such as customized content recommendations, targeting and campaign response modeling
10
Skills For Manager, Advanced Analytics CVM Resume
- A passion for consumer insights, advertising, and media
- Create custom audience composition reports to enable custom segmentation and profiles for improved targeting
- Identify multi touchpoint attribution solutions and propensity scoring algorithms to optimize across tactics, campaigns, devices, etc
- Offer right price to the right customer – Customer & Product level pricing
- Develop and deliver advanced statistical and mathematical models to support insights within the organization that lead to fact-based decision making
- Manage multiple, varying sized projects concurrently
List of Typical Responsibilities For a Manager, Advanced Analytics Resume
1
Responsibilities For Senior Manager, Advanced Analytics Resume
- Excellent English communication skills with German skills as added benefit
- Demonstrated organization, presentation, project management and team-work skills
- Delighting clients with customer experience & pleasant journey through the project
- Strong understanding of distributed systems and parallel data processing
- Experience in building high performance data processing systems
- Experience using SAS Enterprise Guide and Enterprise Miner
- Experience working in a Big Data Platform environment, specifically Hadoop
2
Responsibilities For Manager Advanced Analytics Resume
- Be face of Fractal for the clients, maintain the good brand
- More than 8 years of relevant experience,
- A proven track record of the ability to manage projects
- Experience managing third party vendor relationships
- Good competence in data manipulation tools (SQL, Access, etc …)
3
Responsibilities For Senior Manager Advanced Analytics Resume
- Manage the day to day data analysis supporting key Marketing and Media Planning Groups
- Active contribution to team discourse and decision-making with regard to developing standardized best practices to customer KPIs
- Develops and manages key supplier partnerships on new and existing marketing initiatives
- Formal training in descriptive statistics, inferential statistics and statistical methods such as regression
- Lead and support Respiratory in US working with global and matrix partners with advanced analytics and project management
4
Responsibilities For Manager, Advanced Analytics & Insights Resume
- Deal with ambiguity and enjoy proceeding independently with limited input relative to senior management direction
- Leads Big Data and batch/real-time analytical solutions leveraging transformational technologies
- Drive media channel and campaign learning agenda that generates actionable and repeatable outcomes that can be applied for ROAS improvement
- Set-up additional measurement studies and performance tracking in partnership with key media partners to enhance our media measurement metrics
- Provide training and context to enable correct interpretation of self-serve data
- Develop and drive data & analytics in such a way as to influence decision-making across various functional areas
- Develop detailed forecasts from a bottoms-up and tops-down perspective using various statistical models
- Identify meaningful trends or patterns that impact strategic decisions and future marketing investments
- Consult with new ideas in analytics solutions in predictive analytics, artificial intelligence & machine learning
5
Responsibilities For Engagement Manager, Advanced Analytics Resume
- Work with Marketing & Sales functions through Analytics & Consumer Insights teams in various projects
- Lead onsite team of consultants for daily deliverables, meetings, issue resolution, brainstorming
- Embed Artificial Intelligence & Machine Learning in all projects & proposals
- Proactively deliver actionable analytics insight to marketing & sales stakeholders that support their growth initiatives
- Accountable for the successful delivery of the roadmaps components, ensuring measurements are in place to confirm the realization of benefits
6
Responsibilities For Assistant Manager Advanced Analytics Resume
- Profound knowledge of data science concepts (such as neural networks, random forest, time series etc.)
- AI driven business model innovation
- Work with clients to understand key business challenges and conceptualize and develop an analytics solution framework
- Develop actionable business insights for our customers and operational teams
- Collaborate with operations teams and other professionals to cultivate a set of business challenges to be addressed with data analytics
- Translate business challenges into mathematical problems
7
Responsibilities For Manager Advanced Analytics & Modeling Resume
- Visualize findings and iterate models for maximum business impact
- Drive the data architecture of the Advanced Analytics platform
- Refine the strategic objectives of the Advanced Analytics teams
- Knowledge of logistics real estate and spatially-aware data
- Utilize expertise in univariate and multivariate statistical techniques
- Understand and predict demand shifts and Sanofi customers’ behavior
- Partner with the commercial insights team on integrated analytical capabilities that has a patient analytics component, such as market map, patient journey, to better understand the market landscape, providing guidance on where to play and how to win
8
Responsibilities For Manager / Snr Manager, Advanced Analytics Resume
- Share best practice and train people in other analytics roles on the patient level data sources and analysis to expand the organization’s capability of leveraging PLD
- Manage and oversee the development of management reports and performance dashboards
- Assist in the development of customer segmentation, product propensity, and customer life time value models to support various analytics initiatives
- Provide recommendations to the CRM and Marketing team on conducting advanced quantitative analyses facilitating effective targeting, segmentation, and identification of opportunities around cross-sell / up-sell, retention, direct selling and other marketing program optimization
- Interface with internal customers from analysts to senior management in a consulting capacity
- Manage analytics projects iteratively to ensure adoption of “information product” deliverables
- Provide ad-hoc analysis for senior management and innovate new “information products”
- Seek and refine data enrichment methods and new internal and external data sources
9
Responsibilities For Manager Advanced Analytics & Optimization Resume
- Oversee development of automated processes to cleanse and integrate datasets from disparate sources
- Evaluate and implement new analytics platforms, services and methodologies
- Develop options and influence recommendations for the business unit based on opportunities identified through advanced analytics for resource/promotional effectiveness, optimization and allocation
- Proactively contribute to continuously improving the Performance Evaluation and Allocation of Resources (PEAR) process through advanced analytics ideas and methods for improved and more efficient decision making for the brand and BU
- Identify and proactively seek out opportunities for improved advanced analytics methods, approaches, and applications by researching industry trends, academic/external methods applied successfully in business, best practices, and external benchmarks for competitive value
- Develop and demonstrate a strong understanding of business challenges/opportunities, business models, and the competitive environment to proactively identify advanced analytics approaches and solutions
- Build and earn the trust of stakeholder partners with advanced analytics expertise and business application knowledge
10
Responsibilities For Manager, Advanced Analytics CVM Resume
- Partner with peers and colleagues in the BU Insights and Analytics team to ensure appropriate research and analytics insights are integrated into advanced analytics deliverables for a holistic and comprehensive BU quarterly review to influence strategy decisions for the future
- Demonstrate effective collaboration and partnership with the BU Insights and Analytics team for appropriate application and execution of advanced analytics solutions; drive efficiency and seamless decision making through partnership and collaboration with the BU Insights and Analytics team and other cross-matrix partners
- Develop, apply, and align best practice standards for promotional measurement analytics, including campaign analytics, to support the BU quarterly business review; develop innovative approaches for modeling events and customer behavior to better isolate channel effectiveness
- Ensure inclusion of Business Unit measurements in the enterprise inventory of measurement learning, benchmarks, and best practices in a timely manner; Share and apply benchmarks and learning from across the enterprise as appropriate for the business unit to leverage for better decision making
- Proactively identify opportunities and develop advanced analytics methods aligned with and guided by business unit priorities through seeking out industry trends, best practices, and external benchmarks for competitive value
- Demonstrated ability to engage senior management appropriately
- Start something off a recommendation, see it through to implementation and figured out how to scale it or make it influence the business
- Work with clients and desire to work on solutions that are applicable to real business problems
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