Advanced Analytics Resume Sample
Pattie Auer
86969 Norris Villages,
Houston,
TX
+1 (555) 157 0000
Work Experience
Director of Advanced Analytics
02/2017
-
PRESENT
Philadelphia, PA
- Develop and maintain global customer reports/dashboards to grow awareness of business trends ? Participate in designing Test and Learn methodologies to measure in-store marketing loyalty campaign effectiveness ?
- Assist with A/B/n and multivariate test set-up to optimize the customer experience online ?
- Extract data from the global customer database using SQL and SAS to parse, analyze and summarize patterns for recommendations to leadership ?
- Use data to build stories and develop creative visualizations for presentation of findings ?
- Partner with IT to ensure accuracy of data capture and external appends, as well as validation of logic for computed variables ?
- Actively research new analytic approaches to continually innovate the internal data science capability
- Senior Executives of CIBC
- Senior management in client lines of business including product and distribution channels
- Senior management in T&O
Advanced Analytics
04/2012
-
08/2016
Chicago, IL
- Lead cross functional effort to propose increasing our underwriting risk appetite – where appropriate – through better access to data and increased sophistication in our policies and models
- Ensure the quality of Advanced Analytics by setting recruiting standards, training/academy curriculum, modelling methodologies, and QA/QC protocols for Advanced Analytics work
- Manage allocation of scarce AA resources against the highest priority opportunities
- Define and scope the development of the IT infrastructure needed to support Advanced Analytics across all the BU’s and divisions
- Ensure new trends: analyze, discard, fridge or implement
- Direct a team of Data Scientists to design, develop, and implement end-to-end machine learning production pipelines (data exploration, sampling, training data generation, feature engineering, model building, and performance evaluation)
- Ensure that data pipelines are scalable, repeatable, and secure, and can serve multiple users within the company
- Collect, parse, manage, analyze and visualize large sets of data using multiple platforms as well as code, test, and document new or modified data systems to create robust and scalable applications for data analytics
- Implement security and recovery tools and techniques as required
Intern, Advanced Analytics
07/2009
-
02/2012
New York, NY
- Peers within and outside of CIBC
- Employees and contractors employed / engaged by CIBC
- Documents and analyzes existing or ‘as-is’ business processes
- Designs new or ‘to-be’ business processes
- Advances the Business Analyst practice in terms of methodology, processes and procedures
- Educates other business
- Stakeholders on the project management/product development processes and their roles
Education
Brown University
2005 - 2009
Bachelor's Degree in Statistics
Professional Skills
- Excellent interpersonal and relationship building skills to effectively educate and coach teammates and business partners
- Excellent communication skills and a strong team player,
- Strong prioritization, solution-finding skills and attention to detail; Embraces and endorses change
- Excellent communication skills and the ability to communicate appropriately at all levels of the organization including visualizations
- Excellent analytical skills and have knowledge of methods to analyse datasets e.g. regression, classification, clustering
- Interpersonal and relationship building skills to effectively educate and coach teammates and business partners
- Demonstrated critical thinking skills to scope and frame problems
How to write Advanced Analytics Resume
Advanced Analytics role is responsible for analytical, business, analysis, advanced, analytics, interpersonal, database, modeling, design, training.
To write great resume for advanced analytics job, your resume must include:
- Your contact information
- Work experience
- Education
- Skill listing
Contact Information For Advanced Analytics Resume
The section contact information is important in your 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 Advanced Analytics Resume
The section work experience is an essential part of your 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 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 advanced analytics position you're applying to.
The work experience section should be the detailed summary of your latest 3 or 4 positions.
Representative Advanced Analytics resume experience can include:
- Effective conceptualization, pattern recognition and design-thinking skills
- Advanced statistical programming skills in R, Python or another analytical language
- Critical thinking skills to scope and frame problems
- Utilize your data mining and segmentation skills to identify new strategic opportunities for the Retail Annuities business
- Analyze information, understand implications, and effectively propose solutions
- Highly developed consultative, facilitative and project management skills
Education on an Advanced Analytics Resume
Make sure to make education a priority on your 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 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 Advanced Analytics Resume
When listing skills on your 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 advanced analytics skills:
- Excellent interpersonal skills: collaborating, networking, influencing; able to work effectively in virtual international and cross-functional team
- Apply quantitative skills to solve business issues and communicate the results effectively to a wide audience
- Demonstrated ability to accurately scope projects and effectively manage resource planning and alignment within a large complex, matrixed organization
- Good communications skill, and a strong Socratic mind
- Proven practical experience in evaluating, selecting and using state-of-the art analytics technology and architecture patterns
- Proven practical experience in applying machine learning techniques to large, diverse data sets
List of Typical Experience For an Advanced Analytics Resume
1
Experience For Director of Advanced Analytics Resume
- Excellent oral and written communication skills, and comfort presenting to everyone from entry-level employees to executive staff
- Experience executing multiple end-to-end analytics projects, with demonstrated ability in each of the following areas
- Exceptional interpersonal and communication skills, and ability to present complex concepts to senior leadership and business audiences
- Effectively organize, assemble, and use all available resources when given a project to ensure success
- Experience accessing and analyzing large volumes of data using SQL, SAS, SAS Enterprise Guide, and SAS EMiner
- Experience with reporting, descriptive statistics, probability, and cleansing big datasets
2
Experience For Analyst, Advanced Analytics Resume
- Experience with using Machine Learning techniques to solve complex business problems
- Experience diving into new data that hasn’t been analyzed before, and connecting a variety of complex data types from different sources
- Hands-on working experience in architecting enterprise solutions with visualizations tools Tableau, QlikView, Spotfire Google Charts, Leaflet
- Excellent understanding of state-of-the art analytics frameworks, technology platforms and architectural patterns
- Experience programming in Python and R
- Experience in leading complex data science efforts
3
Experience For Head of Advanced Analytics Resume
- Related work experience, including management
- Experience working on “Agile” project teams desired
- Experience with an analytics software package such as SAS, SPSS, or Google Analytics and/or programming languages such as SQL, R, or Python
- Experience with travel industry, marketing analytics, and/or consumer data
- Experience in statistical modeling or analytics in consumer finance industry
- Experience in credit card modeling or analytics
- Previous experience in SAS, Python, or R Programming
- Develop new data sources and data management tools to ensure most effective methods are used
4
Experience For Advanced Analytics Enablement Resume
- Responsible for the training and continuous upskilling of the Business Partner team
- Experience, interest, and adaptability to working in a fast-paced environment
- Experience collaborating with cross-functional teams in a matrixed environment
- Good communication with both Chinese and English
- Experience with or aptitude to understand IBM Puredata (Netezza) analytics data warehouse appliance
- Drive the identification of specific skill and resource gaps in advanced analytics and advise and actively support HR and the business in addressing those
- Strong knowledge of Business Process management discipline and methodology
- Strong knowledge of Business Intelligence/ Enterprise Information Management
- Experience with data platforms and services
5
Experience For Advanced Analytics Modeler Resume
- Communicating business trends using reports and optimizing reports from time and business requirement focus
- Bring together credit, product, and marketing analytics driving a more nuanced view of profitability by channel, marketing strategy, and by merchant partner
- Assists with establishing and driving standards, procedures and operating discipline
- Assist business development activities, leading with intent to help clients succeed through net new projects as well as helping to evolve existing projects
- In a Consulting or Client-Facing role, presenting insights and recommendations to key decision makers
- Assist in modeling and analytic efforts to provide insights into media planning and buying
6
Experience For Advanced Analytics Leader Resume
- Assists with preparing and communicating executive-level reports and presentations on the program/projects
- Design tools to create “what-if” scenarios to provide strategic guidance and insights during the planning process
- Responsible for overall management of insights services – including finding talent, vendor contracts, retention of talent
- Interfaces with Business, key stakeholders, champions & re-engineering leadership to drive reengineering activities
- Manage multiple modeling and statistical projects including timelines and communication with project sponsors
- In the field of advanced analytics, predictive modeling, machine learning applied to business
- Working with Windows operating systems and command line tools, network protocols, TCP/IP
- Deep understanding of Machine Learning algorithms
- Proactively take lead in building and leveraging relationships internally and externally
7
Experience For Senior, Advanced Analytics, Directv NOW Resume
- Broad understanding of the latest data science, analytics, and technology trends with a command of emerging methodologies like artificial intelligence (AI)
- Evaluate and test current toolset against evolving technologies to keep team armed with cutting-edge tools
- Ensures all automated processes preserve data integrity by managing the alignment of data availability and integration processes
- Statistics and Actuarial Modeling
- Identify and develop key metrics, enhance reporting and formulate areas of analytic focus to better capture and manage the business performance
- Sound knowledge of Statistics, Regression, Forecasting, Segmentation
- Verify accuracy, develop databases, systems, and programs that facilitate econometric modeling
- Defines the future of forecasting services and works with regulators to define that future
- Participates as an “Agile” team director for multiple simultaneous projects, ensuring that each project meets the agreed time and budget expectations
8
Experience For Director of Advanced Analytics, BC Resume
- Accountable for the financial objectives of the Agile project teams including the delivery of in-year opex savings
- Interfaces with public utility commissions in support of US Regulation and Pricing and the US Jurisdictions
- Work closely with external vendors on support and maintenance of statistical and data modeling tools
- Provide support for training and workshops that provide statistical and data science best practices to the analyst community
- Detailed understanding of biomedical ontologies and controlled vocabularies in the context of healthcare data analysis
- Curiosity and passion about data, data visualization, and problem solving
- Contribute towards everyday client deliverables supporting the analysis team
9
Experience For AVP, Advanced Analytics Resume
- Develop working relationship with entry-level management
- Become an analytics leader, focusing on continuous advancement
- Proficiency in statistical modeling tools
- Proficiency with MS Office, including Powerpoint
- Understand and describe the capabilities and value of the ADA services as it relates to business unit problem-solving
- Spark, Hadoop, other high performance and/or distributive computing languages/environments
10
Experience For Senior Manager Category Management & Advanced Analytics Resume
- Parallel/Cluster computing in R
- Working with systems administration for Windows and/or Unix based environments
- Working with host based security tools (e.g., EnCase, Forensic Toolkit)
- Successful track record of leading complex projects
- Distill complex analytics into a simple compelling story with recommendations, then present that story to executive stakeholders
- Lead cross-functional working teams to develop hypothesis, vet findings and collaborate on recommendations
- Subject matter expertise of statistics, structured and unstructured data analysis, predictive modeling, and data visualization
List of Typical Skills For an Advanced Analytics Resume
1
Skills For Director of Advanced Analytics Resume
- Strong relationship-building skills and ability to interact credibly and genuinely with senior stakeholders
- Demonstrated experience working with large datasets or willingness and strong desire to learn
- Learning from and sharing knowledge and skills with your teammates to grow the team’s overall benefit to the organization
- Prior experience working directly with C-level executives on strategic planning and ability to translate technical information into business terms
- Deep understanding on big data skills like MapReduce, Hive, Presto, Spark Streaming, Kinesis, MongoDB etc
- Demonstrated experience querying and analyzing complex data sets
- Prior experience in a consulting capacity with focus on the development of advanced analytics solutions deployed into business
- Prior experience developing production analytic solutions in collaboration with IT
2
Skills For Analyst, Advanced Analytics Resume
- Proven track record in a role that required building strong cross–functional relationships and the ability to influence senior leaders
- Prior experience within retail or a similar consumer-facing product is highly desired
- Develop analytical skills by ensuring recommendations and insight are included in all pieces of analysis
- Supports and drives development of team’s skills and competencies
- Displays solid judgment to propose effective, business driven solutions
3
Skills For Head of Advanced Analytics Resume
- To be responsible for the feature engineering and data validation, preprocessing for Machine Learning/Advanced Analytics Modeling job
- Experience in leveraging data to drive better business decision making through the use of modeling and technological techniques
- Hands-on project experience on Data processing, Data integration, Data analytics, Data modeling and Mining
- Experience in applying statistical modelling, machine learning, exploratory, and confirmatory data analysis in mid to large volume data sets
- Experience architecting, developing software, or internet scale production-grade Big Data solutions in virtualized environments
- Students in advanced degrees with experience in Data Mining, Text Mining, Predictive Analytics - an advantage,
- Demonstrated ability to lead transformational change, including developing vision for future state
- API Development : Experience using and developing APIs in cloud for mobile apps
- Experience working on and leading “Agile” project teams desired
4
Skills For Advanced Analytics Enablement Resume
- Responsible for the training and continuous upskilling of the ADA Product & Services team
- Work experience in maintaining, optimization, issue resolution of Hadoop clusters, supporting Business users
- Experience using data to solve complex problems and answering valuable business questions
- Strong knowledge in Statistics (including prescriptive and predictive)
- ? related experience in advanced analytics, relational database structures, big data, research methods, and sampling techniques
5
Skills For Advanced Analytics Modeler Resume
- Strong working knowledge of visualization techniques / tools like Tableau
- Previous work experience using customer data highly desired
- Experience with distributed analytic processing technologies (Hadoop, Hive, Pig, Presto, MapReduce, Kafka, Spark, etc.)
- Matrixed resource management and optimization; preference for experience directing the work of both domestic and offshore resources
- A strong understanding of the business segment or stakeholders and ability to present analysis to various audiences
- Related experience in advanced analytics, relational database structures, big data, research methods, and sampling techniques
6
Skills For Advanced Analytics Leader Resume
- Proven track record of deploying operational teams and capabilities to drive analytics tools/methodologies in a commercial business environment
- Demonstrated ability to present analytical results and recommendations in simple business language, verbally and in writing
- Experience with one or more specialized areas: deep web, image and remote sensing data, natural language data, geospatial data
- Experience in data analytics with a deep practical understanding of advanced analytics methodologies
- Proven track record in delivering results in large multinational, multi-business organizations
- Typically possesses strong understanding of internal business structure and related stakeholders
- We prioritize decisively, focusing on speed of impact
- Good understanding of software development and technical implementation, be familiar with project management tools
- Knowledge of in-object oriented programming concepts and design, hands-on experience on at least one of languages: Java, Python, R and Linux Shell
7
Skills For Senior, Advanced Analytics, Directv NOW Resume
- Skill to be flexible in one’s viewpoints and positions in order to support the direction taken by others at TEC
- Experience required in the Advanced Analytics realm, preferably in media or an adjacent field
- Lead analysis of business strategies to measure overall effectiveness
- Lead efforts to increase claims management effectiveness and profitability
- Experienced in R, Python, and SAS data/proc steps in SAS Enterprise Guide and Enterprise Miner
8
Skills For Director of Advanced Analytics, BC Resume
- Perform adhoc analytics to solve high priority business goals
- Strong foundation in statistical techniques and decision sciences
- Highly proficient in MS Excel and experience with VBA
- Hands on Experience on Big Data & Visualization Tools
- Hands on experience with SAS, Python, and/or other toolsets
- Drive improvement to Customer Experience through remove unnecessary process, friction, and cost serving our customers
- Knowledge of or strong aptitude for quickly learning business operational, process, and revenue models
- Previous experience managing analytics projects
9
Skills For AVP, Advanced Analytics Resume
- Project management experience in one or all of the following focus areas for the practice
- Develop experimental design approaches to validate findings or test hypotheses
- Experience with the Hadoop ecosystem using tools such as Spark
- Hands-on experience with data tools and programming languages like SQL, Java, Python, VBA, SPSS, R and SAS
- Handson experience with managing unstructured data as well as big data tools and techniques
- Establish and maintain excellent working relationship with key functional areas, as well as HMI Analytics and other stakeholders throughout Horizon
- Demonstrate expertise in statistics, programming, database technology and data visualization while demonstrating industry knowledge and business savvy
- Experience with cloud technologies such as AWS, Azure or GCP
10
Skills For Senior Manager Category Management & Advanced Analytics Resume
- Improving and streamlining operational processes thru on-going development of AI developed analysis and models to promote operational efficiencies
- Leading the Advanced Analytics Team and managing their performance in collaboration with our business partners
- Working knowledge of EBX5 (Orchestra Networks) is required
- Coding ability would be beneficial i.e. SAS, R, Python
- Understanding of data warehouses and related data platforms
- Data modeling: Deep learning, recurrent neural networks, Natural language processing, reinforcement learning
- Serve as a sparring partner for senior leaders in peer business units, building a holistic understanding of business units’ needs for advanced analytics
- Working with SPLUNK and/or SIEM tools performing deployment, configuration, and maintaining operations
- Build models to support initiatives such as pricing, driving volume and improving retention
List of Typical Responsibilities For an Advanced Analytics Resume
1
Responsibilities For Director of Advanced Analytics Resume
- Establish ATC’s Analytics operating model; implement tools and software required to meet the analytics needs of the business; build advanced analytics capabilities that enable ATC to become more predictive and prescriptive vs. descriptive and reactive
- Good analytical skills – through instruction, be able to generate actionable insight out of data
- Experience in a team lead or leadership role and a demonstrated ability to deliver high quality team outputs
- Experience building in-production models, including associated scripting, error handling and documentation
- Deep technical and data science expertise, including experience in the following
- Build strong trusting relationships with business partners
2
Responsibilities For Analyst, Advanced Analytics Resume
- Experience using analytics to drive business outcomes
- Experience with analyzing large scale real data
- Collaborates with the division’s department leaders to optimally plan, scope, prioritize and resource analytic projects to meet business objectives
- Collaborates with IT and other internal service delivery organizations toward the effective and efficient delivery of advanced analytics solutions
- Driving and influencing inventory and supply chain capabilities for Nike's responsive businesses, including setting statistical safety stock targets
- Monitoring, conducting, and publishing ongoing analysis of inventory performance
3
Responsibilities For Head of Advanced Analytics Resume
- Staying current with industry trends in AML and Fraud Analytic techniques and best in class data mining tools
- To work closely with development, engineering and operation teams, jointly work on key deliverables ensuring production scalability and stability
- Assist in presenting and discussing findings of advanced analytics analyses to nontechnical stakeholders
- Responsible for raising governance issues and conflicts regarding master data
- Shares latest analytics insights with consulting teams to support client work
- Receives requests from consulting teams and oversees their documentation and execution
- Supervises scoping of requests and effort estimates, proposals from (Lead/Senior) Knowledge Analysts for requests
- Performs quality assurance according to standards and guidelines for client projects
- Leverage existing data warehouses to develop business intelligence reports and analysis that supports the Analytics team’s strategy
4
Responsibilities For Advanced Analytics Enablement Resume
- Responsible for planning and timely delivery of assigned projects
- Expertise R, Python, and/or other programming language/statistical software packages
- Proficiency in at least one open source programming language such as Python, Java, or R
- Identify best statistical or modeling method to utilize
- Work with external vendors on support and maintenance of statistical and data modeling tools
- Partner with our Business Consulting team to understand test and/or product constraints
- Design sophisticated statistical models to analyze test performance using SAS, R, or Python
- Extrapolate the test findings and predicting customer behavior nationally
5
Responsibilities For Advanced Analytics Modeler Resume
- Size new promotions outside of market tests using historical proxy data and consumer research
- Analyze promotions post launch and reconciling with predicted national performance
- Leads and manages largely shared on-shore and off-shore analytics delivery teams (including vendor talent)
- Partner with members of Marketing, Sales, Product, and Service to identify their analytical needs, and develop solutions to support them
- Communicate data-driven insights and deliver action plans that steer business strategy and decision-making for one or more business segments
6
Responsibilities For Advanced Analytics Leader Resume
- Adhere to Aramark standards to ensure proper tracking, documentation, and support is provided
- Manage team on day-to-day basis, providing guidance and feedback as they deliver analytical solutions
- Support the Property Claims organization through ongoing analysis of operational results, strategic initiatives, and business questions
- Data Mining and Data Science
- Passion for data, with a curious mindset and a knack for problem solving
- Develop team roadmap and sales plan for achieving ambitious growth targets
- Refine and own core set of KPI’s to run the business
- Generate ideas how new and existing analytical capabilities can be incorporated into all aspects of EY’s operations to improve the user experience of our praticioners
7
Responsibilities For Senior, Advanced Analytics, Directv NOW Resume
- Inserts oneself into business, attends and supports proposal pitches at the clients site
- Applies expert knowledge to satisfy complex client & analytics demands
- Provides institutionalized analytics knowledge
- Acts as thought partner and expert with different stakeholders
- Make software and analytical method recommendations on proper use of the company’s data for analytical and optimization processes
- Shape and communicate the department’s identity, standards, guidelines and best practices
- Partner with the HI architecture teams to develop efficient system and solution designs that optimize data storage, speed and access. Implement and lead continuous improvement initiatives to support the company’s data strategy and architecture
- Support and develop complex analytics data-centric projects
8
Responsibilities For Director of Advanced Analytics, BC Resume
- Architect, develop and maintain high performance analytics model data integration in departmental data environment used by analytics team
- Define internal business processes and the information required to support internal processes
- Troubleshoot and identify internal performance and scalability bottlenecks
- Fast learner – able to understand and quickly adopt relevant processes and methods
- Graduate level statistics – awareness of current statistical techniques and best practices
- Competent in Office applications (Microsoft/Google), particularly Word, Spreadsheets and Presentation applications
9
Responsibilities For AVP, Advanced Analytics Resume
- Manage and Interpret large amounts of complex data across functions (Operations, WFM, HR etc.)
- Develop Predictive Models and showcase expertise in Statistical Analysis
- Build and maintain central database for analytics and business intelligence
- When required, liaise with members of global teams involved in the projects on product delivery
- Understand and transform data to meet business needs
- Good analytical skills which include: the ability to clearly formulate analytical hypothesis, perform ad-hoc analysis to support it, communicate results clearly, and understand cause & effect relationships
- Good business skills which include: execution of business initiatives from analysis through implementation, management of multiple priorities, effective communication, maturity & stability
- Excellent verbal and written communication skills - ability to liaison with cross functional groups, present results to senior leaders, create effective presentation
- Engages with senior executives to develop analytic strategies and roadmaps that support business objectives
10
Responsibilities For Senior Manager Category Management & Advanced Analytics Resume
- Works with business finance leaders to develop cost benefit assessment and impact measurement plans for strategic initiatives
- Develops program status and reports and proactively communicates obstacles to program completion and/or start
- Develops tracking and reporting capabilities that track and quantify the division’s impact on transforming UHC’s operations relative to cost, efficiency and Net Promoter Scores through analytics
- O BA/BS in Mathematics, Statistics, Computer Science or other quantitative field
- Access and Compile large volumes of custom and syndicated data from disparate sources into concise and precise information
- Ensure data quality and data documentation
- Solve problems with internal and external clients on data issues
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