Modeling Analyst Resume Sample
Brigitte Casper
401 Brandi Knoll,
Boston,
MA
+1 (555) 268 2138
Work Experience
Senior Modeling Analyst
12/2015
-
PRESENT
Phoenix, AZ
- Supporting dissemination of Bank’s model development, documentation and validation standards
- Assess adequacy of model owner’s monitoring and maintenance
- Develop account level loss forecasting models, using modeling techniques such as survival (hazard), logistic regression, time series, roll-rate, and Markov models
- Produce scenario based loss forecasts
- Monitor model performance
- Prepare forecasts and documentation for CCAR and for all internal and external reviews
- Develop, enhance and support implementation of statistical and other quantitative models to support forecasting, member behavior-based scoring and other business applications
- Understand technical issues in econometric and statistical modeling and apply these skills toward solving business problems
Modeling Analyst
10/2008
-
07/2015
Boston, MA
- Proficient in the model development process and builds relationships with the business customer: from conceptualization through data exploration, model selection and validation, implementation, business user training and support
- Understands the model lifecycle management process with ability to apply to models
- Monitor statistical model performance and provide technical guidance to business leadership
- Communicate technical subject matter clearly and concisely to individuals from various backgrounds
- Lead the development, enhancement and implementation of statistical and other quantitative models to support forecasting, member behavior-based scoring and other business applications
- Understand technical issues in econometric and statistical modeling and apply these skills toward solving business problems. Identify opportunities to apply quantitative methods to improve business performance
- Full ownership of the model development process and relationship with the business customer: from conceptualization through data exploration, model selection and validation, implementation, business user training and support
- Strong understanding of the model lifecycle management process with ability to identify gaps and opportunities for improvement in business applications
Catastrophe Modeling Analyst
07/2003
-
05/2008
New York, NY
- Develop model monitoring plan, monitor statistical model performance, and provide technical guidance to business leadership
- Proficient in data exploration, model selection and validation
- Applies the model lifecycle management process as appropriate
- Data Analytics expertise and experience in BI tools
- Conduct independent validations on anti-money laundering transaction monitoring, sanctions screening, fraud, origination credit scorecards, retail credit loss forecasting, liquidity, valuation, and profitability models, which are developed using modeling techniques such as survival (hazard), logistic regression, time series, financial forecasting, and cash-flow models
- Modeling or model validation experience, with experience in financial crimes, retail credit, or Treasury experience
- Develop Models using SAS, including writing effective documentation of model development to meet standards set by the model governance group
Education
Lawrence University
1998 - 2003
Bachelor's Degree in Statistics
Professional Skills
- Demonstrate ability to clearly explain technical issues to technical and non-technical audiences; Excellent oral presentation and writing skills
- Modeling/analytics experience in financial crimes, retail credit, or Treasury modeling, or model validation experience
- Proven experience working with model risk management in the model validation process
- Strong Presentation / ‘Soft’ Skills
- Strong analytic software skills - expertise in SAS, Access, and the Microsoft suite of tools
- Strong collaboration, teamwork skills
- Excellent collaboration skills and the ability to work in a team environment and across multiple sites and multiple business units
How to write Modeling Analyst Resume
Modeling Analyst role is responsible for programming, technical, software, business, modeling, analytical, microsoft, sas, research, securities.
To write great resume for modeling analyst job, your resume must include:
- Your contact information
- Work experience
- Education
- Skill listing
Contact Information For Modeling Analyst Resume
The section contact information is important in your modeling analyst 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 Modeling Analyst Resume
The section work experience is an essential part of your modeling analyst 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 modeling analyst responsibilities. It's meant to present you as a wholesome candidate by showcasing your relevant accomplishments and should be tailored specifically to the particular modeling analyst position you're applying to.
The work experience section should be the detailed summary of your latest 3 or 4 positions.
Representative Modeling Analyst resume experience can include:
- Work with the internal partners to implement models within a framework to allow most efficient and effective use of models for overall portfolio risk management, capital planning and stress testing
- Good time management with strong organizational skills with the ability to prioritize and manage work deliverables effectively
- Strong interpersonal and communication skills. Ability to effectively interact with all levels of CNA’s internal and external business partners
- Basic programming skills and experience in Microsoft applications of Excel, VBA, Access, and Word
- Skills in MS Word, Excel, SQL Server and detailed commercial catastrophe models (RMS/AIR/EQE). Proven use of the model(s) is required
- Skills in MS Word, Excel, SQL Server and detailed commercial catastrophe models (RMS/AIR). Proven use of the model(s) is required
Education on a Modeling Analyst Resume
Make sure to make education a priority on your modeling analyst resume. If you’ve been working for a few years and have a few solid positions to show, put your education after your modeling analyst 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 Modeling Analyst Resume
When listing skills on your modeling analyst 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 modeling analyst skills:
- Excellent PC software skills including all Microsoft Office Products
- Good communication skills - both oral and written - required to communicate very technical information and ideas to management
- Excellent oral presentation, writing, and communication skills
- Modeling/model validation experience with survival, scorecard, or cash-flow models
- Programming skills in SAS, SQL, R, Python, MatLab
- Experience developing, testing and validating models utilized for outlier detection
List of Typical Experience For a Modeling Analyst Resume
1
Experience For Senior Modeling Analyst Resume
- Prior experience (2-3 years) in insurance data management and account modeling
- Prepare a model validation report that details the validation scope, testing approach, test results, findings and conclusions
- Demonstrated aptitude to trouble shoot issues and perform tasks in a fast-pace environment with changing priorities and deadlines
- Proven experience in one or more industry platforms (i.e. Actimize)
- Collaborating with IT and Data Management teams to identify the most effective tools and data sets, and define key areas for improvement
- Carrying out reconciliation and validation checks to improve the quality of account and portfolio
- Strong knowledge in at least one of the following fields: machine learning, natural language processing, algorithm design
2
Experience For Predictive Modeling Analyst Resume
- Partner with the fair lending analytics team to ensure the validity of data, identify non-compliance and make recommendations for corrective action
- 2) Carrying out reconciliation and validation checks to improve the quality of portfolio
- Validate the accuracy of risk level data, making adjustments to the data as necessary
- Demonstrate mastery of ICAM modeling tool and other business applications
- Work extended hours to meet a deadline, and a demonstrated ability to work productively as part of a team
3
Experience For Catastrophe Modeling Analyst Resume
- Deadline-driven and able to manage multiple priorities
- Strong knowledge of business intelligence tools including Tableau, SAS, Microsoft Office
- Experience with communications modeling and simulation tools required (i.e., EXTEND, OPNET, CSIM, etc.)
- Perform model testing/validation
- Experience with CCAAR/DFAST/stress testing
- Good initiative and self-driven motivation
- Experience in SAS, R, SPSS or other related statistical tools
4
Experience For Risk Modeling Analyst Resume
- Experience in operations research analysis
- Experience in network performance analysis
- Experience in program languages such as C, C++, Fortran, Perl, SQL, R, MATLAB, Python
- Experience with Netezza, Teradata and Oracle databases
- Experience with database concepts or software an asset (e.g. SQL queries)
- Test, validate, and correct / clean data as needed
- Prior involvement in Predictive Analytics and/or use of SPSS modeler
- Experience in database marketing analytics and modeling, preferably in retail and commercial banking
- Experience with communication network system modeling
5
Experience For Analytics & Modeling Analyst Resume
- Experience with network simulation and analysis tools highly desirable (OPNET, QualNET, NS3, NetSim, Comnet, etc.)
- MATLAB, java, and C/C++ experience highly desirable
- Experience in statistical analysis
- Experience in network or application performance analysis
- Post Secondary Education at the Master’s level, with 2-5 years experience in a business environment
6
Experience For Lead Modeling Analyst Resume
- Experience with Anaplan commission systems
- If a Ph.D., 1 or more years related experience in statistical model development
- Experience with the Nuclear Deterrence Mission Area
- Documentation of quantitative recommendations to withstand independent validation of Model Risk Management Organization
- Related work experience in statistical analysis and model development
- Experience of different optimization techniques
7
Experience For AML Modeling Analyst Resume
- Demonstrated ability to work in a collaborative environment and influence stakeholders to reach consensus solutions
- Strong attention to detail and the ability to provide robust documentation of analytical findings
- Experience with DFAST, CCAR, or similar regulatory type of models for Bank
- Experience with Life Insurance Models
- Experience with Investment Models
8
Experience For Senior Forecast Modeling Analyst Resume
- Managing and supporting the platforms process reporting capability, ensuring that reports are structured to meet the CCB business’ needs
- Assisting in the development of predictive models to support proactive "what-if" analysis and guide marketing and advertising decision-making
- Constructing, monitoring and auditing programs, managing internal risk assessments and/or investigations; and,
- Working knowledge of remote sensing collection performance; understanding of end-to-end Satellite engineering
- Preparing and delivering presentations detailing results of analytics
- Developing and maintaining a backtesting report for the AMA methodology
9
Experience For Quant / Modeling Analyst Resume
- Working knowledge of pricing, elasticity, and demand forecasting
- Supporting model investigation activities including conducting sensitivity analysis on models
- Devising and documenting signals analysis conops and procedures
- Communicating with the client in an organized and knowledgeable manner and escalating conflicts to a supervisor as needed
- Working knowledge of orbital mechanics, aerospace and physics in the context of satellite operation and remote sensing
- Working knowledge of investment theory and terminology and financial valuation and accounting concepts
- Helping enforce CCB’s governance around the structure, organization and content of models
- Performing statistical analysis of primary and syndicated research, media spend and allocation, and business performance data
10
Experience For Lead-product Modeling Analyst Resume
- Analyzing scenarios to assess the before/after impacts of target market selection, media choice and allocation on client's business performance
- Providing technical analysis on a processing system in an operational environment
- Designing experiments and methodologies to generate and collect data for product and service design use as well as business use
- Providing catastrophe modelling and analytical support to Regional Catastrophe Management and Corporate teams
- Developing a deep understanding and working knowledge of Voya's suite of IT systems, data sources, and data models
- Expanding adoption of analytics by acting as an advocate and change agent for the application of data analytics
- Developing trusted partnerships with business stakeholders and subject matter experts
- Developing schedules to ensure timely completion of various AML projects of a moderately complex nature
List of Typical Skills For a Modeling Analyst Resume
1
Skills For Senior Modeling Analyst Resume
- Analytical and problem solving skills with the ability to effectively resolve moderately complex situations and issues. Excellent sense of detail
- Strong interpersonal and communication skills, demonstrating the ability to work cooperatively in a team environment
- Experience managing large amounts of data and good understanding of relational databases
- Analytical and model building experience for consumer lending portfolios, ideally PD, EAD and LGD experience
- Prior experience creating and presenting presentations to leadership and clients
2
Skills For Predictive Modeling Analyst Resume
- Experience in some of the following: financial services, direct marketing, digital, customer experience and data visualization (Tableau)
- Demonstrated experience in developing and applying stochastic discrete event simulation tools for analysis of complex high-consequence systems
- Analytical work experience in a financial services company required with some experience in CCAR building PPNR or loss models
- Experience with systems analysis, modeling and performance analysis or related experience
- Strong verbal and written communication skill and critical thinking required
- Proven and demonstrable experience using supervised and unsupervised models to detect potential fraud, waste, and abuse
- Experience with actuarial modeling software; MG_ALFA experience required
- Technical skills such as programming languages and ExcelSearch Jobs US
- AML experience in transaction monitoring in design/validation statistical analysis and model development
3
Skills For Catastrophe Modeling Analyst Resume
- Proven experience in retail banking organization
- AML experience in transaction monitoring in design/validation statistical analysis and model development
- Effectively communicate technical subjects to business stakeholders and audience who have limited background in mathematics or statistics
- Prior experience in data extraction, manipulation, analysis and reporting (3+ years)
- Prior experience with data analysis tools (3+ years)
- Prior experience in financial crime, risk assessments (3+ years)
- Experience with systems analysis, modeling and performance analysis or related experience
4
Skills For Risk Modeling Analyst Resume
- Prior AML experience (3+ years)
- Demonstrated capability to understand and operate sophisticated technical & financial models
- Able to communicate results effectively
- Contributing to a positive working environment by building solid relationships with clients and team members
- Comparing losses and providing valid reasoning for change in losses
5
Skills For Analytics & Modeling Analyst Resume
- Understanding of machine learning techniques or tools – random forest, XG gradient boost, etc. Healthcare experience optional
- Performing complex statistical analysis on experimental or business data to validate and quantify trends or patterns identified by engineering
- Working through the CIBC model governance committees and Validation to ensure that the AMA model and related documentation is independently evaluated
- Marketing and/or finance experience
- Functional Work Experience (Demand Planning, Sales and Operations Planning (S&OP), Integrated Business Planning (IBP), Forecasting). Min 1 year
- Experience with Data Mining, Analysis, Performance Analysis, and Reporting using numerous methods and tools
6
Skills For Lead Modeling Analyst Resume
- Experience with data mining and reporting – Understanding of databases and structure
- Experience working with statistical/econometric modeling platforms (R, Matlab, or Eviews) and building statistical/econometric models
- Experience in database marketing analytics and modeling, preferably in retail and commercial banking
- Experience working with statistical/econometric modeling platforms (SAS, R, Matlab, or Eviews) and building statistical/econometric models
- Baseline knowledge and basic familiarity with developing, testing and validating models utilized for outlier detection
- Experience developing, monitoring, and governing product purchase propensity, attrition and behavioral models
- Experience w/ at least 1 of the following Model areas: Insurance, Financial Investments, Economic Capital, Financial Planning, PPNR, and/or Stress Testing
- Solid knowledge of experimental design, statistical analysis, machine learning and predictive modeling
- Good understanding of business environment (preferably financial industry) and the ability to apply machine learning technique to solve business challenges
7
Skills For AML Modeling Analyst Resume
- Experience in leading or performing data analytics and assessments, projects and/or studies
- Extensive knowledge and experience using Axis DataLink, Queries and ELink reporting modules
- One or more years’ experience in quantitative credit risk modeling or model performance monitoring
- Experience in statistical analysis, segmentation, predictive modeling and forecasting
- Formal training and experience using the FlexSim 3-D discreet event simulation tool
- Validates the results produced from running Allstate exposure data through commercial catastrophe modeling software
- Enhance our customers’ experiences, including expanding their digital and robo-advisor engagement
- Experience of machine learning technique and implementation of machine learning model in life product environment
- Direct modeling experience related to Anti-Money Laundering or Financial Crimes typologies
8
Skills For Senior Forecast Modeling Analyst Resume
- Direct experience analyzing and identifying patterns, trends, and insights within data
- Direct experience analyzing and identifying patterns, trends, and insights with data
- Experience developing timeseries forecasting models
- Experience with modeling, simulation and analysis
- 2+ yrs experience writing codes in SAS/R, SQL
- Life insurance experience in Pricing or Valuation
9
Skills For Quant / Modeling Analyst Resume
- Demonstrated proficiency in building MS Access and MS Excel applications
- A good understanding of how to use statistics
- Strong Understanding of Financial Analysis
- Experience in fraud, managed care, insurance, PBM, and/or a healthcare organization analyzing medical and/or pharmacy claims data
- Insurance industry experience related to modeling and financial projections
- Experience in areas such as capacity modeling, process simulation, systems analysis, data analysis, statistics, and optimization
- Experience with event simulation modeling
- Experience running a Cat model (AIR or RMS) is desired
- Experience working with graph databases, Hadoop, and other advanced technologies
10
Skills For Lead-product Modeling Analyst Resume
- Experience managing model throughout the model’s lifecycle within a financial institutions model governance policy
- Experience with models related to Actimize or comparable vendor risk monitoring tools
- Experience in analyzing customer, transactional, and financial product data in databases such as Oracle, SQL Server
- Direct modeling experience related to Bank Credit Risk and/or Bank Finance
- Experience operationalizing strategy from insights
- Experience with Financial Planning Models
- Experience in SAS coding, preferably in enterprise guide
- Setup and model the priority of payments calculation using our internal collateral administration system
List of Typical Responsibilities For a Modeling Analyst Resume
1
Responsibilities For Senior Modeling Analyst Resume
- Self-starter, strong interpersonal and communication skills, demonstrated ability to work in a team environment and independently
- Organizational skills – ability to deliver on tasks and meet deadlines
- Understanding of machine learning techniques or tools – random forest, XG gradient boost, etc. [Healthcare experience optional]
- 5) Comparing portfolio loss and exposure movements and providing valid reasoning for change in losses from one quarter to other
- Knowledge of modeling, spreadsheet, and/or database programs, with a strong desire to learn new systems and technologies
2
Responsibilities For Predictive Modeling Analyst Resume
- Experience in common programming languages would be an asset
- Experience in a quantitative field
- Strong team player, constructive and considerate of others’ inputs with the ability to
- Experience in a model-based test & integration role
- Track the resolution and remediation of validation findings
- Analytical and strong problem solver
- Data Analytics expertise and experience in BI tools Min 1 year
- Experience with SQL and MS Office, MS Excel & use of pivot tables for “large” data analytics
3
Responsibilities For Catastrophe Modeling Analyst Resume
- Validates personal and/or commercial lines property exposure data
- Validates personal lines auto exposure data
- Work with internal and external parties to have model validated and approved by the Model Risk management committee
- Experience with data analysis and synthesis
- Developing and maintaining predictive models using data mining and statistical tools
- Developing, analyzing and assessing corporate compliance programs
- Performing complex data analyses, segmentation and profiling using a mix of 3rd-party and internal customer data
- Working on live CAT events, generate relevant reports and provide to senior management including claims team
4
Responsibilities For Risk Modeling Analyst Resume
- Staying current with machine learning technique and application to advance CIBC’s analytic capabilities
- Utilizing analytical tools to analyze data, including SAS, R, C++, SPSS, Oracle, SQL, Tableau or Excel Macros
- Utilizing advanced statistical/econometric modeling techniques and complex Excel-based spreadsheet models
- Working knowledge of Risk Browser, Risk Link and AIR
- Working knowledge of NGA systems and applications and their interdependencies
- Working knowledge of intelligence community TCPED
- Coding requirement in MSSQL, MS Access
- Producing Loss reports and to send relevant reports to regional team and UWs after necessary QA process
5
Responsibilities For Analytics & Modeling Analyst Resume
- Working in close coordination with regional, Home office and CCRA team
- Identifying areas of improvement with current methodologies
- Understanding of IFRS 17 would be an asset
- Working knowledge of robust documentation and control implementation
- Knowing how to identify when a problem exists with valuations and escalating the problem to the appropriate level on the team for resolution
- Gaining exposure to strategy, operations and management in a number of functional areas across various industry types
- Implementing compliance supervisory and control solutions
- Delivering regulatory and other advisory services to our clients
6
Responsibilities For Lead Modeling Analyst Resume
- Developing an awareness of firm services
- Support of enhancements to AML technology based on ongoing tuning & new development of transaction monitoring typologies or customer risk scoring factors
- Perform Basel model analysis, loan loss reserve modeling, internal risk management reporting, regulatory reporting, and month-end data reconciliation
- Works with IT, Finance and the PMO personnel regarding project cost tracking and demand planning
- Apply a working knowledge of SAS, R, Python or other data modeling languages to modify or develop pre- and post-processing sequences for analytic tasks
- Understand long term service accounting policies, modeling procedures & business forecasting standards
- Self-starter, natural problem solver, and curious about learning and applying new analytical techniques to existing problems
7
Responsibilities For AML Modeling Analyst Resume
- Partner with Enterprise Services to develop leading edge ELink/Axis data importing/exporting processes
- Serve as the ‘go-to’ modeling expert for the OTR and Commercial Renegotiation teams (iCAM modeling, scenario analysis, etc.)
- 4) Working in close coordination with Account Modeling and Corporate CAT Risk Aggregation teams
- Management of data loading, cleaning and other related Extract/Transform/Load processes for large unprocessed data sets
- Portfolio roll-up using data provided by Account modelling team
- Assist with building and maintaining in-force analytics models
- Document tools and processes used in pricing, repricing, and analysis of in-force products
8
Responsibilities For Senior Forecast Modeling Analyst Resume
- Update gas turbine operational forecast, understand engineering documentation regarding part life recommendation, and solve problems as-needed
- Enhances modeling and reporting processes
- Advance Modeling and Reporting
- Statistical programming and modeling in SAS, R, Python, and/or other statistical software
- Resolve complex issues while evaluating risks and determining alternatives for both the client and company
- Collaborate with managing actuaries on the pricing team to deliver results
- Package and present analytical findings and communicate (both written and verbal) complex concepts to general marketing and business audiences
9
Responsibilities For Quant / Modeling Analyst Resume
- Understand economic business context and regulatory context of catastrophe modelling
- Knowledge and understanding of a bank’s balance sheet and individual financial instruments and regulatory requirements
- Setup and model fee and expense calculations using our internal collateral administration system
- Coordinate ROI analysis and tracking across the enterprise portfolio
- 1) Creating monthly/quarterly Regional Portfolios
- 3) Carry out QA process for portfolio modeling
- Liaison with Data Insights, Commercial, Pricing and IT to deliver churn and portfolio analytics models
- Work with IT developers to enhance the underwriting process
10
Responsibilities For Lead-product Modeling Analyst Resume
- This includes the auditing of data records
- Proficiency in at least one data-analysis or scripting language (e.g. MATLAB, python, R)
- Design algorithms for OW’s knowledge & collaboration platform (connecting colleagues to content, predictive content analysis, etc.)
- Work alongside developers & product analysts to bring algorithmic & predictive features to our knowledge & collaboration platform
- Contribute to design & oversee implementation of metrics that guide business decision-making across practices
- Ensure that Argo US modeling adheres to Group Exposure Management standards
- Create modeled Pro Forma portfolios for Business Planning Purposes
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