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Senior Software Developer

2 months ago

Cary, North Carolina, United States SAS Full time
About the Role

We are seeking a highly skilled Senior Software Developer to join our Advanced Analytics team at SAS. As a key member of our team, you will be responsible for developing high-performance analytic sub-routines in C/C++/Python, working closely with diverse analytics teams, and collaborating with other teams to build and transform research projects into production-level product features.

Key Responsibilities
  • Develop high-speed analytic sub-routines in C/C++/Python
  • Work closely with diverse analytics teams at SAS
  • Serve as a tip of the spear on important proof of concept projects involving new technologies
  • Tackle challenging problems that many feel are unsolvable or claim have been attempted before without success
  • Think outside of the box when solving problems, looking for ways to "slice" rather than "untie" the proverbial Gordian knot
  • Present, publish, and patent whenever possible and beneficial to SAS
  • Perform 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 bottlenecks
  • Work 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 scale
  • Work 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
  • Ensure all applicable security policies and processes are followed to support the organization's secure software development goals
Requirements
  • Bachelor's degree in Computer Science, Engineering, Applied Mathematics or a related discipline
  • 8+ years of software development experience
  • Ability to quickly read and understand other teams' code regardless of style
  • Ability to quickly read, understand, and parse out main points of journal articles
  • Deep understanding of linear algebra in relation to analytics
  • Experience writing performant analytic routines in C/C++
  • Experience writing performant analytics routines in Python
  • Experience leveraging and interfacing with libraries such as BLAS and LAPACK
  • Experience writing NUMA-aware threaded CPU software
  • Experience developing algorithms to exploit GPU
  • Experience developing in a distributed environment
  • Experience with popular profiling tools such as VTune
Preferred Qualifications
  • Knowledge and experience in Quantum Computing with an emphasis on optimization algorithms
  • Experienced with automated performance benchmarking strategies
  • A high-level understanding of most machine learning algorithms with a deep knowledge of a few
  • Background in logistic regression, support vector machines, decision trees, gradient boosting, random forest, PCA, etc.
  • Background in mixed-integer optimization
  • Background in large-scale nonlinear optimization
  • Background in popular machine learning optimization algorithms
  • Understanding of derivative-free optimization algorithms, strengths and limitations
  • Experience serving as or aiding a system administration
About SAS

SAS is a leader in data and AI, inspiring customers around the world to transform data into intelligence and questions into answers. We are a debt-free multi-billion-dollar organization on our path to IPO-readiness, offering a dynamic, fulfilling career coupled with flexibility and world-class employee experience.

What We Offer
  • Comprehensive medical, prescription, dental and vision plans
  • Medical plan options include PPO with low annual deductible and copays, HDHP combined with a health savings account with a contribution from SAS
  • Onsite Health Care Center (HQ) that's free to employees and family members enrolled in the PPO plan
  • 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 employees
Join Our Team

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. We are an equal opportunity employer and welcome applicants from all backgrounds.