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0-5 years of experience
Managed team of 3 to 5 people, to develop the CSR for Phase I and II Oncology Protocols and lead a team to develop the TLG’s for NDA re-submission for Pain Medications (Lyrica) at same time.
- Developed the platform to generate the ISS reports for NDA submission based on SAP and requirement from Statistician and Medical Writer. Generated the logic and macros to aggregate 14 Protocols and assign proper cohorts and treatments based on FDA requirement for re-submission.
- Generated the Patient profiles to summarize all the Safety and Efficacy information for Oncology and CNS studies.
- Provided guidance and technical assistance to the team to ensure timely completion of work, reviewed team’s work, evaluated their performance.
- Developed tables for Bio-Marker and PK concentrations.
- Mapped datasets from different standards to Pfizer Standard Legacy datasets.
- Ensured proper documentations of statistical programs and analysis datasets for future references.
0-5 years of experience
Developed SAS programs to perform a verity of activities on the CMS Risk Adjustment Data Validation (RADV) process for Medicare program.
- Evaluated the CMS-HCC Risk Adjustment Model for multiple payment years (2010 through 2012) and provided feedback to the client.
- Created sampling specification, performed quality assurance, created multiple datasets to communicate with Medicare Advantage plans, analyzed Medicare plans response, and created a serious of datasets that feed into the payment error analysis.
- Answered client ad-hoc requests by deep diving into the data and connecting the different points of the RADV process to come up with the best conclusion.
- Provided Risk Adjustment trainings and SAS programming for new hires and junior employees.
- Created multiple documents that capture the detail of each step of the RADV process that can be used for future samples and new employee training materials.
0-5 years of experience
Transferred data from Mainframe and client-server environment (Windows) database into SAS dataset.
- Managed HIV Surveillance data file, which include 20 million record and 30 variables.
- Generated data reports for data quality control.
- Performed statistical analysis on HIV Surveillance data using SAS for peer review research paper and Business Intelligence for CDC clients and clients outside CDC.
- Provided SAS and SPSS programming consultation for public health analyzer and Statistician.
- Participated in PARE data warehouse design and implementation using SQL server.
0-5 years of experience
Developed programs to create data listings and summary tables based on the statistical analysis plan. Work closely with the project team members to develop and implement reusable programs, SAS macros, and processes.
- Provided programming for structured programs to create Analysis/Structured Datasets and Reporting programs to produce Listings and Tables.
- Written SAS macro programs to facilitate the validation of datasets.
- Interacted with Data Management colleagues to coordinate collection and reporting of clinical studies for Data Entry and Data Review.
- Performed quality review and validation of SAS programs generated by other SAS programmers. Followed good programming practices and adequately documented programs.
- Worked independently and as a team on multiple protocols for any ad-hoc requests while supporting the project Leader.
- Effectively contributed to Data Review Plan, CRF reviews, database reviews, and database specification documents.
6-10 years of experience
Developed and maintained software on various batch and on-line applications using SAS/AF, SAS/SCL SAS/MACROS, SAS/SQL, on DB2 database files.
- Developed new Performance Based Incentive Plan programs, which included about 1,000 online and batch programs.
- Created SAS datasets from 5 years of production data by 8 hour production turns.
- Provided batch SAS programming and support for weekly production reporting.
0-5 years of experience
Led analytics portion of a project which created post-event analysis and reporting of promotion activity for Pepsi products.
- Created algorithm which linked internal shipment data and event calendars to IRI syndicated point of sale data.
- Created algorithm which calculates lift factors, incremental revenue per trade dollar spent, promotion profitability, and cannibalization effects for 3 years of promotions for 8 large grocery chains.
- Using Tableau software, created dashboard of reports which displayed results and recommended actions to management.
0-5 years of experience
Provided SAS programming and statistical support to data managers and statisticians for various phases of clinical studies.
- Reviewed Study Protocol, SAP, [company name] shells by cooperating with statisticians.
- Produced SDTM domains and Analysis Data Sets in ADaM based on Implementation Guide and Data Specifications.
- Produced tables, listings and figures according to SAP and Data Specifications.
- Provided Quality Control for derived datasets and outputs to ensure the output is 100% match after independent programming.
- Conducted pooling of integrated clinical studies for safety and efficacy analysis.
- Developed and enhanced SAS macros for statistical analysis output generation.
- Communicated effectively within a multi-disciplinary project team to prioritize the assigned missions and complete assigned tasks on time.
- Documented, tracked and resolved the issues such as data issues, timeline issues, and statistical methodology issues in support of clinical studies.
- SAS Certified Base Programmer for SAS 9
0-5 years of experience
Identified populations with chronic conditions based on ICD-9/10, CPT, HCPCS codes and determined compliance with HEDIS quality measures.
- Created SAS programs for new quality measures and updates to existing specifications.
- Developed and implemented algorithms to attribute PPO member care to a provider based on medical and pharmacy claims history (part of PPO payment reform project).
- Incorporated out-of-state payer claims and all-payer claims databases (APCDs) into quality measurement programs.
- Wrote SAS programs to query the Netezza data warehouse and analyze denormalized claims records for ad-hoc requests by sales and contracting teams.
- Created Tableau dashboards in an internal effort to modernize dissemination of healthcare quality information to providers.
0-5 years of experience
Delivered adhoc statistical reporting using SAS/Teradata surrounding digital marketing operations.
- Supported execution of digital marketing campaigns.
- Developed automated reporting and data delivery systems.
- Served as subject matter expert on digital marketing eligibility and targeting, responding to inquiries from internal business partners.
0-5 years of experience
Imported and cleaned data from a variety of sources including health insurance claims, surveys, and electronic medical records
- Applied analytical methods such as weighting, controlling for survey design, logistic regression, and multivariate models
- Executed statistical tests such a chi-square tests for difference and tests for collinearity and heteroskedasticity
- Worked on studies involving medical expenditures in the elderly, medication adherence, dementia, rheumatoid arthritis, gout, and cancer
- Participated in multi-site studies in the HMO Cancer Research Network, wrote programs to be run by other sites and collaborated with programmers at other sites
- Co-authored papers, contributed to manuscript writing and review, and generated recommendations regarding statistical methods and analyses
0-5 years of experience
Annotated Case Report Form (CRF) to SDTM standards Version 1.3 and 1.4
- Review and acquired knowledge about documents related clinical trials like clinical protocol, SAP, Clinical Study Report and a CRF (Annotated CRF).
- Created Data Definition Specification (DDS) for SDTM and ADaM datasets and wrote SAS program accordingly.
- Developed Standard Macros and validated it by creating test scenarios.
- Generated Safety and Efficacy Table Listing and Figures (TLF) as per Statistical Analysis Plan (SAP) and Mock Shells.
- Used Output Delivery System (ODS) to produce RTF, PDF, HTML and EXCEL outputs.
- Mentored and trained new team members to complete the projects efficiently and within time.
- On the study basis, provided Ad-hoc support for TLG generation, produced reports for manuscripts and publications as per the medical affair teams.
0-5 years of experience
Similar to the above position except led many more studies and worked exclusively in Phase I clinical drug trials
- Therapeutic areas worked include those of the neurological and cardiovascular systems as well as infectious diseases
- Served as lead programmer for more than 20 studies, and unofficially led at least 5 others
- Began a successful effort in December, 2009 to create more descriptive data definition tables that reduced programming time by 1/3 while preserving secondary programmer independence
- Co-coordinated participation in the Kansas City Corporate Challenge, which included the journaling of our experiences online at prakc.blogspot.com and persuasive cross-department recruitment
0-5 years of experience
Reviewed current reporting and analytic processes, and provided recommendations to make them more efficient.
- Functioned as the Campaign Manager for all email and postcard campaigns for Starbucks customers. Worked as a PM who was responsible for all the weekly and monthly campaigns and worked with the vendors to make sure the campaigns were deployed smoothly.
- Reviewed current manual processes for reports, gathered business requirements and automated programs that would provide those reports to business customers in a scheduled manner (Daily, Weekly, etc.).
- Reviewed current manual processes for creating email campaign lists and automated programs to deliver them to the email vendor on a scheduled basis (Daily, Weekly, etc.).
- Fulfilled adhoc reporting requests using the SAS software.
- Fulfilled adhoc email campaign list requests using the SAS software.
- Provided analyses and communicated trends about cards usage by Starbucks’ customers for internal business customers for the My Starbucks Rewards program (Customer Loyalty program for Starbucks Cards).
0-5 years of experience
Developed and validated SAS macro tools used in converting InForm dB data into SAS datasets for uploading to MVS
- Developed and validated SAS macro tools for use in converting Alphadas dB data into SAS datasets for uploading to MVS
- Created custom analysis reports used in support of study development
- Annotated CRF’s using SAS data files
- Documented system process and trained new team members in job functionality
0-5 years of experience
Provided statistical programming support for programming requests (ADAM, SDTM, TLFs) for several studies in close collaboration with statisticians
- Collaborated with project teams to complete scientific reports and review reports to ensure accuracy and clarity
- Ensured the validation and quality assurance of the output by independent programming
- Analyzed raw data and provided input to statisticians regarding analysis dataset specifications
- Responsible for proper coding, documentation and validation of SAS programs / macros / procedures to produce the standardized data display
- Performed verification of SAS-generated outputs (table, listings and graphs) via independent programming
- Performed data checks to ensure correctness and integrity of data
- Created and maintained format libraries
- Established and maintained libraries of fully documented and validated SAS programs/ macros / procedures which were used and recycled
- Ensured proper and consistent implementation and maintenance of guidelines and standards within the department
0-5 years of experience
Conducted data queries, analysis and validation using SAS, SQL and MS Office.
- Retrieved, manipulated, and summarized Healthcare System data from various databases, warehouses and files using Base SAS software.
- Consolidated the data for reports.
- Calculated Healthcare metrics and performed analyses on the data.
- Created SAS code to assist Analytical Epidemiologist and the Central Epidemiologic Center of AMSA w/ reports, projects, and tasks regarding the health and wellness, and obstacles to medical readiness of US Service Members.
- Wrote SAS programs to generate epidemiological/statistical analyses (e.g. tables, listings, figures, and other statistical output.
- Performed review on SAS programs generated by other staff analysts.
0-5 years of experience
- Extracted, transformed and loaded data from DB2 using QMF, JCL and SAS on MVS to SQL/Server on Windows NT
- Produced ad hoc and monthly MIS reports using SQL and base SAS, Enterprise Guide and SYBASE on Unix, SQL Server and SAS on Windows
- Re-engineered old labor intensive manual procedures into efficient and reliable automated processes while achieving greater client satisfaction and quicker delivery time
- Achieved greater than 98% client satisfaction and on-time completion ratings
- Taught classes on BASE SAS and TSO to team members to leverage advanced skills and tutor co-workers
0-5 years of experience
Lead programmer with two large clients. Solely responsible for all input data, system database, and all deliverables.
- Worked directly with the DM (data manager) in design and maintenance of the databases related to each project. Provided numerous ad hoc reports per client requests.
- Developed a query system for one of the clients. Used proc report, ODS, and HTML for most reports.
- Provided internal and external documentation, including instructional material on use of each client system.
- Solely responsible for all deliverables. Provided clients with excellent on-time service.
0-5 years of experience
Worked on Phase I and Phase II trials on Immunology/Infectious Disease and Oncology studies
- Wrote macros to automate the process like creating CRT datasets and automate documentation of output datasets. Created ISS/ISE reports.
- Developed programs for Listings, Summary tables and Patient profile as per study requirement
- Designed tables, graphs for clinical study reports. Collected requirements from statisticians, prepare requirements document, follow up and developed new macros as per statistician’s request. Involved in QC the programs.
- Worked with DDE when reading external data files like Excel.
- Extract data from Clintrial database using procsql.
- Creating Dose Escalation reports for each dosage.
- Creating missing page reports and page status reports for each protocol.
- Using proc compare creating monthly and audit reports.
0-5 years of experience
Involved in creation of integrated summary of safety.
- Developed SAS programs to generate complete and accurate statistical output reports of trial data as per SAP.
- Helped developing standard macros and validation.
- Performed validations of SDTM and ADaM datasets using OpenCDISC.
- Wrote specifications (DDT) for converting raw data into SDTM and SDTM to ADaM datasets.
- Generated tables, listings and graphs per protocol, SAP and/or approved client request.
- Helped and supported statistician by generating ad-hoc TLG.
- Developed SAS programs to independently validate statistical output of reports of trial data generated by other programmers or statisticians.
0-5 years of experience
- Supported the safety programming of several key Antiviral protocols and maintained the monthly safety edit checks reports
- Lead the safety and efficacy programming for several Antiviral studies, and produced all supplemental safety tables and
- Supported and delivered all Antiviral eSubs to the FDA
- Received many achievements awards for successful submission of several key compounds to FDA
0-5 years of experience
Generated tables, listings and figures using SAS/BASE, SAS/MACRO, SAS/SQL and SAS/GRAPH
- Imported and converted datasets from different sources into SAS permanent datasets
- Generated SDTM datasets and ADaM datasets from raw datasets by the extensive use of self-created Macros
- Validated SDTM and ADaM datasets of other programmers using PROC COMPARE and OpenCDISC
- Generated different types of graphs such as Box plots, Forest plots, Kaplan-Meier curves and waterfall plots using SGPLOT, SGRENDER and GPLOT
- Modified existing Macros and applied to multiple studies for different purposes
- Performed statistical analyses per request
0-5 years of experience
Wrote programs using SAS Base, Proc SQL (including pass-through procedure), macros, Proc Report, Proc Tabulate, ODS, and SAS Graph, Enterprise Guide.
- Modified existing SQL code written for Oracle into SAS Proc SQL.
- Applied upgrades and patches to the SAS desktop software including hotfixes, modifying configuration files, and installing new versions of SAS.
- Submitted UNIX shell script commands to clean phantom processes from the server.
- Reported findings of data analysis and gave recommendations to three dedicated departments (finance, benefits, and eligibility units).
- Utilized MS Office products including Excel, Word, Outlook, Access and PowerPoint.
0-5 years of experience
- Provided departmental support for a Unix (Linux) environment, including training, mentoring, and investigation of user problems. Developed user training manuals to aid in training efforts.
- Participated in migrating scoring and sampling applications from a mainframe environment to a Unix server. Wrote SAS routines that automatically searched for requests from the mainframe to run processes on the Unix server, and executed the requests.
- Provided reporting from an Oracle Database via SAS and Oracle SQL.
- Automated processes on the Unix server which extracted data, created reports, transferred the reports to a Windows network, transferred files back to the mainframe, and emailed requestor when process was completed with exit status.
- Participated in testing the Unix servers after system and SAS upgrades.
0-5 years of experience
Validated datasets, tables, listings, graphs and compared the results to that of primary programmers outputs.
- Extensively worked with safety and efficacy datasets, utilized SAS ODS facility to generate reports in PDF, RTF files.
- Create tables, listings, graphs by table shells, listings shells, graphs shells.
- Performed statistical procedures with t-test, chi-square test, survival analysis, linear analysis utilizing PROC PHREG, PROC LIFETEST, PROC GLM, PROC MIXED, PROC NPAR1WAY, and PROC TTEST.
- Attended team meetings and discussed with biostatisticians and project managers.
- Communicated with sponsors on database development issues.
0-5 years of experience
The project I was involved dealt with accessing different type of data sources, maintaining and analyzing records. It included various tasks in credit risk and operational risk analysis. SAS and analytic techniques were applied in data management, reporting, and consumer regression modeling to get the desired results.
- Performed data analysis, statistical analysis, generated reports, listings and graphs using SAS.
- Read datasets with a lot of missing values using MISSOVER and TRUNCOVER.
- Extensively used the SET, UPDATE and MERGE statements for creating, updating and merging various SAS data sets
- Converted the financial data retrieved from vendors into SAS readable format and executed the datasets to produce necessary financial reports using SAS/STAT procedures such as PROC FREQ, PROC REPORT, PROC UNIVARIATE and PROC ANOVA.
- Developed application for measuring financial performance of newly acquired accounts such as Forecast Vs Actual and developed SAS programs for generating reports on key financials, Income Statements and Balance Sheets.
- Developed complex SAS Macros to simplify SAS code and effectively reduce coding time.
- Performed complex statistical analysis using PROC MEANS, PROC FREQ, PROC UNIVARIATE, PROC REG, and PROC ANOVA.
- Worked with complex datasets to extract customized reports using PROC SQL, PROC FREQ, PROC SORT, PROC REPORT, PROC MEANS for creating a preferred list of customers as per the given requirements from business analysts
- Created reports in the style format (RTF, PDF and HTML) using ODS statements and PROC TEMPLATE .Used DBLOAD procedure to load data into the database effectively prepared and published various performance reports and presentations
- Produced weekly and monthly customized reports by using PROC REPORT, DATA _NULL_ and PROC REPORT.
0-5 years of experience
- Created Tables, Listings, and Figures for Phase 4 Clinical Trial studies.
- Developed SAS programs to perform edit checks on clinical data received from CRO’s and internal data warehouse.
- Worked closely with team Statistician and prepared adhoc reports for analysis.
- Designed and developed programs for the implementation of disease management products; and clinical outcomes studies. Sources of data included: medical, pharmacy, hospital, and lab extracts from health care organizations.
- Developed clinical algorithms to support a variety of products including Asthma, CHF, and Diabetes patient stratification/indexing algorithms.
- Successfully processed extremely large volumes of data into manageable SAS datasets for storage in an Oracle data warehouse.
SAS Programmer Duties and Responsibilities
Daily job tasks for SAS programmers differ based on the data they analyze and the statistical information they compile. However, there are several core duties associated with this career, including:
Import and Export Raw Data SAS programmers import and export raw data to add information to and extract information from various databases.
Manage Databases SAS programmers manage and maintain databases containing large quantities of information. This includes backing up data and compiling it into statistics that show specifics.
Create Data Sets and Programs SAS programmers design and write programs to create various data sets – including tables, lists, and graphs – that showcase the specific information the company wants to see.
Write Macros SAS programmers write macros to simplify dataset commands, making databases easier to search and information easier to locate.
Analyze Data SAS programmers analyze data and statistics to find market trends, discover demographic breakdowns, and locate other relevant business information.
Write Reports SAS programmers create daily operations reports that present relevant data to all levels of management.
SAS Programmer Skills and Qualifications
SAS programmers are computer programmers with a deep understanding of SAS software and strong analytical skills who can look at data and find the statistical information businesses want to see. Employers prefer candidates who have the following skills:
- Computer proficiency – SAS programmers need excellent computer skills to work with a variety of software programs, SAS software in particular
- Programming – SAS programmers know how to write in multiple computer programming languages, most commonly SQL and Visual Basic
- Communication skills – because SAS programmers collaborate with other programmers and create daily reports, both verbal and written communication skills are essential
- Time management – SAS programmers use time management skills to prioritize work tasks and meet deadlines
- Analytical thinking – SAS programmers need analytical skills to understand the data they’re studying and turn it into comprehensible statistical information
- Attention to detail – SAS programmers use attention to detail to carefully study statistical tables and databases and find all the important information contained within
SAS Programmer Education and Training
A majority of employers seek SAS programmers who have a bachelor’s degree in business, computer science, economics, mathematics, statistics, or a similar area of study, in addition to past programming experience. Professionals with a master’s degree are even more desirable to employers. Employers provide very little training to SAS programmers, who already know how to write in several programming languages and have a strong command of SAS software. However, a brief orientation period is usually offered to new SAS programmers so they can become familiar with the company’s objectives and get to know the rest of the programming staff. Orientation is brief and typically lasts no longer than two weeks.
SAS Programmer Salary and Outlook
PayScale shows that SAS programmers earn a median yearly income of $76,670. Job data from the Bureau of Labor Statistics shows that computer programmers earn a median salary of $82,240. SAS programmers are a specialized type of computer programmer. The BLS predicts employment of these professionals will drop 7 percent through 2026. Full-time SAS programmers typically receive benefits packages that include health insurance with dental and vision coverage, life insurance, and retirement planning options. SAS programmers who work for themselves as independent contractors receive no benefits and must manage their own healthcare, taxes, and retirement needs.
Helpful Resources
Use these resources to learn more about SAS programming and various techniques and strategies for success in this career path:
Analytics, Business Intelligence, and Data Management – take a look at the latest news updates and trends in SAS programming, participate in live web classes, find e-learning resources, take free tutorials, look at SAS programming samples, find downloads, and more at this website
Learning SAS by Example: A Programmer’s Guide – this easy-to-read instructional book explains SAS programming in a conversational tone, making it ideal for beginners and advanced programmers alike National Association of Programmers – this website has certification program information, upcoming event dates, and links to help professionals advance in their chosen programming field
The SAS Programmer’s PROC REPORT Handbook: Basic to Advanced Reporting Techniques – go from basic to advanced SAS programming techniques with this book, which offers tips on making macros, troubleshooting databases, and writing reports
American Statistical Association – look for career-advancement resources and opportunities, education programs, and useful publications at the ASA website
Professional SAS Programmer’s Pocket Reference – this pocket guide for SAS programmers makes it easy to access important information
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Last edited by: Gabriela Barcenas, CPRW, Content Writer II -
Gabriela Barcenas
CPRW, Content Writer IIGabriela is a Certified Professional Resume Writer (CPRW) and career adviser. With 10 years of digital media experience and five years of resume writing expertise, her publication history includes fashion, education, travel, social justice, equitable design and career advice.
