current and future problems they are solving, crafting and optimizing core parallel algorithms and data structures to provide.../C++ with a deep understanding of software design, programming techniques, and algorithms. Strong computer science...
with feature stores, Graph databases, SQL, NoSQL, Data Lakes and other data storage technologies Experience with data... Understanding of standard machine learning algorithms and graphical modeling, and having successfully applied several in the correct...
, from datacenter GPUs to edge SoCs. Implement graph compiler algorithms, frontend operators and code generators across the PyTorch... the amazing virtual worlds of video games and Hollywood films. Now, NVIDIA's GPU runs deep learning algorithms, simulating...
modeling and graph theory in real world applications to solve business problems Guiding models to master the theory... and application of supervised, unsupervised, and reinforcement learning algorithms for tasks like classification, regression...
requirements and international commerce and customs constraints. What results is a complex graph of source, intermediate... decisions and set new policies. Lead exploration of reinforcement learning techniques to augment optimization algorithms...
with an interesting and diverse mix of technologies, including graph databases, to rapidly automate and innovate. We are technically... in delivering innovative and high value solutions Strong grasp of data structure and algorithms fundamentals Creative problem...
to build models Solid understanding of regression, classification algorithms framework Apply machine learning techniques... for LLMs. Strong understanding of personalization and recommendation algorithms, including collaborative filtering (CF...
of a community builder, focus on driving users and contributors to success. Understanding of compilers, graph algorithms, data...
experience with Digital Twin / Simulation modeling: OpenFMB, Modelica, graph-based modeling) and AI/ML model algorithms. Hands... (Virtual Sensing), you’ll develop edge-native software, advanced virtual sensing algorithms, and intelligent control systems...
Additional: Coursework or project experience in Optimization techniques (e.g., MILP, graph algorithms, search heuristics... algorithms and software implementation that drive the autonomous decision-making and mission scheduling...
learning algorithms and lead key initiatives with integrity and a passion for investigations, problem solving... transformations. Link Analysis/Graph analytics to find and mitigate deeply-connected fraud networks and detect new accounts being...
, verification/critique, tree/graph search) and efficiency methods (distillation, quantization, caching, speculative decoding... requirements for accuracy, cost, and latency. Design and implement agent planning algorithms (hierarchical/task decomposition...
inference frameworks. Work Experience with Digital Twin / Simulation modeling: OpenFMB, Modelica, graph-based modeling...) and AI/ML algorithms development. Qualifications Master’s degree or in electrical engineering or computer science...
Experience with Digital Twin / Simulation modeling: OpenFMB, Modelica, graph-based modeling) and AI/ML model algorithms. Hands...
of machine learning algorithms, deep learning frameworks (e.g. Tensorflow, Pytorch), and statistical methods. Experience... Proficiency in vector databases and embedding models for retrieval tasks Understanding of Knowledge Graph is a plus Possess...
Additional: Coursework or project experience in Optimization techniques (e.g., MILP, graph algorithms, search heuristics... will be responsible for the core algorithms and software implementation that drive the autonomous decision-making and mission scheduling...
algorithms to improve Coupang's product search and discovery quality, including query understanding, product understanding, user... to evaluate the relevance of query-item pairs and train such models with millions of human labeled datasets. We use graph...
- Familiarity with graph-based indexing and vector similarity search in high-dimensional spaces. - Contributions to open-source...) and SPANN (Scalable Product Approximate Nearest Neighbor), with hands-on experience implementing or optimizing these algorithms...
Proofs of Concept (POCs) and deployable models using AI/Gen AI/ ML techniques, algorithms and other statistical and numerical... Demonstrable hands-on experience and familiarity with any or all of the following packages, algorithms, and/or alternatives...
algorithms that operate reliably at scale in distributed environments. Solid theoretical and practical knowledge of graph theory..., and experience applying graph algorithms to real systems (e.g., dependency resolution, social networks, recommendation engines...