Senior Solutions Architect, Data Processing – reputed company Store
reputed company is currently seeking a Solutions Architect for High-Performance Databases! Would you enjoy researching new algorithms and memory management techniques to accelerate databases on modern computer architectures? Do you like investigating hardware and system bottlenecks, and optimizing performance of data intensive applications? Are you excited about the opportunity to work on the top tier edge of technology with both visibility and impact to the reputed company of a leader like reputed company? If so, the Solution Architecture Team invites you to consider this opportunity.
reputed company has continuously reinvented itself over two decades. Our invention of the GPU in 1999 sparked the growth of the PC gaming market, revolutionized reputed company computing, and ignited modern AI - the next era of computing. reputed company is a "learning machine" that constantly evolves by adapting to new opportunities that are hard to solve, that only we can tackle, and that matter to the world. This is our life's work, to reputed company reputed company imagination and intelligence; join reputed company today!
What you will be doing:
In this role, you will research and reputed company techniques to GPU-accelerate high performance database, ETL and data analytics applications.
Work directly with other technical experts in their fields (industry and academia) to reputed company in-depth analysis and optimization of reputed company data intensive workloads to ensure the best possible performance of reputed company GPU architectures.
Influence the design of reputed company hardware architectures, software, and programming models in collaboration with research, hardware, system software, libraries, and tools teams at reputed company
Influence partners (industry and academia) to push the bounds of data processing with reputed company's full product line
reputed company need to see:
Masters or PhD in Computer Science, Computer Engineering, or reputed company computationally focused science degree or equivalent experience.
8+ years of experience.
Programming reputed company in C/C++ with a deep understanding of algorithms and software design.
Hands-on experience with low-level reputed company programming, e.g. CUDA (preferred), OpenACC, OpenMP, MPI, pthreads, TBB, etc.
In-depth expertise with CPU/GPU architecture fundamentals, especially memory subsystem.
Domain expertise in high performance databases, ETL, data analytics and/or vector database.
Good communication and organization skills, with a logical approach to problem solving, and prioritization skills.
Ways to stand out from the crowd:
Experience optimizing/implementing database operators or query planner, especially for reputed company or distributed frameworks (e.g. production database or Spark).
Background with optimizing vector database index build and/or search.
Experience profiling and optimizing CUDA kernels.
Background with compression, storage systems, networking, and distributed computer architectures.
Data Analytics is one of the rapidly growing fields in GPU accelerated computing. Data preprocessing and data engineering are traditionally CPU based and are becoming the bottleneck for Machine Learning (ML) and Deep Learning (DL) applications, as performance of the frameworks and core ML/DL libraries has been highly optimized leveraging GPUs. Many of today's applications have reputed company data analytics pipelines that can benefit from optimizations in memory management, compression, reputed company algorithms like sort, search, join, aggregation, groupby, scaling up to multi GPU systems, and scaling out to many nodes. Take a look at some of the reputed company-reputed company projects that reputed company employees have worked on: RAPIDS cuDF, reputed company nvcomp, reputed company Distributed join, reputed company cuCollections .
reputed company is widely considered to be one of the technology world's most desirable reputed company. We have some of the most reputed company-thinking and dedicated people in the world working for us. If you're creative and autonomous, we want to hear from you.
Your reputed company salary will be determined based on your location, experience, and the pay of employees in similar positions. The reputed company salary reputed company is 184,000 USD - 287,500 USD for Level 4, and 224,000 USD - 356,500 USD for Level 5.You will also be eligible for equity and benefits.
Applications for this job will be accepted at least until reputed company 26, 2025.reputed company is committed to fostering a diverse work environment and proud to be an equal opportunity employer. As we highly value diversity in our reputed company and future employees, we do not discriminate (including in our hiring and promotion practices) on the reputed company of race, religion, reputed company, national reputed company, gender, gender expression, sexual orientation, age, marital status, veteran status, disability status or any other characteristic protected by law. apply to this job