SAS
Sr Software Developer
SAS, Cary, North Carolina, United States, 27518
:Nice to meet you!Were a leader in data and AI. Through our software and services, we inspire customers around the world to transform data into intelligence and questions into answers.Were also a debt-free multi-billion-dollar organization on our path to IPO-readiness. If youre looking for a dynamic, fulfilling career coupled with flexibility and world-class employee experience, youll find it here.About the jobWe are looking for passionate, driven, and team-oriented senior software developer to help push existing and emerging SAS analytics to new heights and frontiers in terms of performance and quality. We are a small passionate team that, at our heart, live for fast-paced problem-solving in any domain but are centered in SAS's advanced analytics division. Granted the freedom to move horizontally across the analytics domain, we work closely with diverse analytic teams, always learning and growing. What makes our team unique is our ability to wear multiple genre hats at the same time. In a sense, we are "tri-lingual," conversant, and comfortable working side-by-side with experts in hardware, software, and analytics simultaneously. This helps us partner with different analytics teams, applying an array of modern performance monitoring tools to better understand and find computational and performance bottlenecks.Working directly with the analytic routines authors and/or owners, we can quickly learn the underlying mathematics for targeted regions of the algorithm. As a team, we next do deep internal and external searches to better understand what is happening with respect to the targeted hardware device as well as understand existing "work-arounds" used in the community. We then rapidly prototype and stress test new analytic sub-routines that can mitigate, if not eliminate, targeted performance issues, freeing partner teams to work at a higher level. We often work in the murky gap between compilers' current intelligence and the developer's true intention. The scope of what we do can vary on the needs of SAS, sometimes strategically touching only a few key subroutines/lines of code while at other times creating the entire analytic routine itself. Because we must move quickly horizontally across SAS analytic teams, we seek to minimize the legacy code we own ourselves, passing off encoded solutions to other teams who are more vertically oriented. Thus, we strongly adhere to the maxim "fall in love with the problem, not any one solution, including your own."?As a Senior
Software Developer, you will:Work closely with diverse analytics teams at SASServe as tip of the spear on important proof of concept projects involving new technologiesTackle challenging problems that many feel are unsolvable or claim have been attempted before without successThink outside of the box when solving problems, looking for ways to "slice" rather than "untie" the proverbial Gordian knot.Develop high-speed analytic sub-routines in C/C++/Python.Become intimately familiar with available profiling and memory monitoring tools in a distributed, threaded, and hybrid computing world.Work on revising and/or implementing Numa-aware CPU, GPU, and QPU adaptive hybrid algorithms in a distributed environment.Quickly come to speed on target elements of diverse analytical routines in terms of underlying mathematics, code realization, and corresponding underlying execution on hardware.Present, publish, and patent whenever possible and beneficial to SASPerform deep archeological-like dives in internal and external software implementations to understand and improve targeted analytics, reverse engineering, and communicating the mathematical algorithms being executed to brainstorm new ways to resolve known problems and bottlenecksWork on algorithms that may be computationally heavy from working with large amounts of distributed data and/or the result of NP-hard computations where the data involved may be relatively small in scaleWork on improving algorithms related to machine learning, statistics, and optimization.Collaborate with other analytic teams to help build and transform research projects or ideas into production-level product features.Ensures all applicable?security?policies and?processes?are followed to support the organization's secure software development goals.Required QualificationsBachelor's degree in Computer Science, Engineering, Applied Mathematics or a related discipline8+ years of software development experienceAbility to quickly read and understand other teams' code regardless of styleAbility to quickly read, understand, and parse out main points of journal articlesDeep understanding of linear algebra in relation to analyticsExperience writing performant analytic routines in C/C++Experience writing performant analytics routines in PythonExperience leveraging and interfacing with libraries such as BLAS and LAPACK ?Experience writing NUMA-aware threaded CPU softwareExperience developing algorithms to exploit GPUExperience developing in a distributed environmentExperience with popular profiling tools such as VTunePreferred QualificationsKnowledge and experience in Quantum Computing with an emphasis on optimization algorithmsExperienced with automated performance benchmarking strategiesA high-level understanding of most machine learning algorithms with a deep knowledge of a fewBackground in logistic regression, support vector machines, decision trees, gradient boosting, random forest, PCA, etc.Background in mixed-integer optimizationBackground in large-scale nonlinear optimizationBackground in popular machine learning optimization algorithmsUnderstanding of derivative-free optimization algorithms, strengths and limitationsExperience serving as or aiding a system administrationWorld-class benefitsHighlights include...
Comprehensive medical, prescription, dental and vision plans.Medical plan options includePPO with low annual deductible and copays.HDHP combined with a health savings account with a contribution from SAS (no access to on-site health care center).Onsite Health Care Center (HQ) thats free to employees and family members enrolled in the PPO plan. Theres a pharmacy too! Not local to HQ? The pharmacy will ship prescriptions for no additional charge!An industry-leading 401k plan.Generous time away including vacation time, a variety of paid holidays, and our much-loved U.S. Winter Wellness Break between December 25 and January 1.Volunteer Time Off, parental leave and unlimited paid sick days.Generous childcare benefits for all full-time employeesDiverse and InclusiveAt SAS, its not about fitting into our culture its about adding to it. We believe our people make the difference. Our diverse workforce brings together unique talents and inspires teams to create amazing software that reflects the diversity of our users and customers. Our commitment to diversity is a priority to our leadership, all the way up to the top; and its essential to who we are. To put it plainly: you are welcome here.Additional InformationTo qualify, applicants must be legally authorized to work in the United States, and should not require, now or in the future, sponsorship for employment visa status. SAS is an equal opportunity employer. All qualified applicants are considered for employment without regard to race, color, religion, gender, sexual orientation, gender identity, age, national origin, disability status, protected veteran status or any other characteristic protected by law. Read more: Know Your Rights. Also view the Pay Transparency notice.Resumes may be considered in the order they are received. SAS employees performing certain job functions may require access to technology or software subject to export or import regulations. To comply with these regulations, SAS may obtain nationality or citizenship information from applicants for employment. SAS collects this information solely for trade law compliance purposes and does not use it to discriminate unfairly in the hiring process.
Software Developer, you will:Work closely with diverse analytics teams at SASServe as tip of the spear on important proof of concept projects involving new technologiesTackle challenging problems that many feel are unsolvable or claim have been attempted before without successThink outside of the box when solving problems, looking for ways to "slice" rather than "untie" the proverbial Gordian knot.Develop high-speed analytic sub-routines in C/C++/Python.Become intimately familiar with available profiling and memory monitoring tools in a distributed, threaded, and hybrid computing world.Work on revising and/or implementing Numa-aware CPU, GPU, and QPU adaptive hybrid algorithms in a distributed environment.Quickly come to speed on target elements of diverse analytical routines in terms of underlying mathematics, code realization, and corresponding underlying execution on hardware.Present, publish, and patent whenever possible and beneficial to SASPerform deep archeological-like dives in internal and external software implementations to understand and improve targeted analytics, reverse engineering, and communicating the mathematical algorithms being executed to brainstorm new ways to resolve known problems and bottlenecksWork on algorithms that may be computationally heavy from working with large amounts of distributed data and/or the result of NP-hard computations where the data involved may be relatively small in scaleWork on improving algorithms related to machine learning, statistics, and optimization.Collaborate with other analytic teams to help build and transform research projects or ideas into production-level product features.Ensures all applicable?security?policies and?processes?are followed to support the organization's secure software development goals.Required QualificationsBachelor's degree in Computer Science, Engineering, Applied Mathematics or a related discipline8+ years of software development experienceAbility to quickly read and understand other teams' code regardless of styleAbility to quickly read, understand, and parse out main points of journal articlesDeep understanding of linear algebra in relation to analyticsExperience writing performant analytic routines in C/C++Experience writing performant analytics routines in PythonExperience leveraging and interfacing with libraries such as BLAS and LAPACK ?Experience writing NUMA-aware threaded CPU softwareExperience developing algorithms to exploit GPUExperience developing in a distributed environmentExperience with popular profiling tools such as VTunePreferred QualificationsKnowledge and experience in Quantum Computing with an emphasis on optimization algorithmsExperienced with automated performance benchmarking strategiesA high-level understanding of most machine learning algorithms with a deep knowledge of a fewBackground in logistic regression, support vector machines, decision trees, gradient boosting, random forest, PCA, etc.Background in mixed-integer optimizationBackground in large-scale nonlinear optimizationBackground in popular machine learning optimization algorithmsUnderstanding of derivative-free optimization algorithms, strengths and limitationsExperience serving as or aiding a system administrationWorld-class benefitsHighlights include...
Comprehensive medical, prescription, dental and vision plans.Medical plan options includePPO with low annual deductible and copays.HDHP combined with a health savings account with a contribution from SAS (no access to on-site health care center).Onsite Health Care Center (HQ) thats free to employees and family members enrolled in the PPO plan. Theres a pharmacy too! Not local to HQ? The pharmacy will ship prescriptions for no additional charge!An industry-leading 401k plan.Generous time away including vacation time, a variety of paid holidays, and our much-loved U.S. Winter Wellness Break between December 25 and January 1.Volunteer Time Off, parental leave and unlimited paid sick days.Generous childcare benefits for all full-time employeesDiverse and InclusiveAt SAS, its not about fitting into our culture its about adding to it. We believe our people make the difference. Our diverse workforce brings together unique talents and inspires teams to create amazing software that reflects the diversity of our users and customers. Our commitment to diversity is a priority to our leadership, all the way up to the top; and its essential to who we are. To put it plainly: you are welcome here.Additional InformationTo qualify, applicants must be legally authorized to work in the United States, and should not require, now or in the future, sponsorship for employment visa status. SAS is an equal opportunity employer. All qualified applicants are considered for employment without regard to race, color, religion, gender, sexual orientation, gender identity, age, national origin, disability status, protected veteran status or any other characteristic protected by law. Read more: Know Your Rights. Also view the Pay Transparency notice.Resumes may be considered in the order they are received. SAS employees performing certain job functions may require access to technology or software subject to export or import regulations. To comply with these regulations, SAS may obtain nationality or citizenship information from applicants for employment. SAS collects this information solely for trade law compliance purposes and does not use it to discriminate unfairly in the hiring process.