Senior Researcher - AI Powered Big Data Platform

Social network you want to login/join with:

Senior Researcher - AI Powered Big Data Platform, Markham

Location: Markham, Canada

Job Category: Information Technology

Job Reference:

gpoowbhp

Job Views:

Posted:

Expiry Date:

17.04.2025

Job Description:

Huawei Canada has an immediate permanent opening for a Senior Researcher.

About the team:

The Computing Data Application Acceleration Lab aims to create a leading global data analytics platform organized into three specialized teams using innovative programming technologies. This team focuses on full-stack innovations, including software-hardware co-design and optimizing data efficiency at both the storage and runtime layers. This team also develops next-generation GPU architecture for gaming, cloud rendering, VR/AR, and Metaverse applications.

One of the goals of this lab is to enhance algorithm performance and training efficiency across industries, fostering long-term competitiveness.

About the job:

• Track the emerging technical trends and developments for big data and AI systems in both industry and academia, conduct in-depth insight and survey analysis, and identify the direction of key cutting-edge technologies for AI-powered big data systems.
• Collaborate closely with stakeholders to comprehend their business needs thoroughly. Translate these requirements into innovative and effective technology solutions that align with organizational objectives.
• Analyze and define key software requirements and features, develop the proof-of-concept (PoC) AI-powered big data system infrastructure (based on our existing infrastructure) and optimize its performance and performance per cost.
• Integrate the PoC system into our existing product and deliver it to the production team.
• Generate intellectual property such as patents and trade-secrets from research findings, and/or publish papers in peer-reviewed scientific journals/conferences.
• Present research findings at conferences and participate in research collaborations with external research institutes and universities.

About the ideal candidate:

• Holds an MSc or PhD in Computer Science, Software Engineering, Computer Engineering, or a related field.
• Has 5+ years of professional software development experience with C++/Java, including object-oriented design and 2+ years of proven experience with platform/system level development with performance profiling, tuning, and optimizations for big data, database, and/or AI system infrastructures.
• Demonstrates proficiency in at least one of the core big data system infrastructures, including Hadoop, Spark, Flink, Ray, Hive, HBase, MongoDB, and others.
• Familiarity with recent machine learning, large language models, and generative AI models.
• Knowledge of system/processor performance, CPU/GPU/NPU architectures, and compilers is an asset.
• Familiarity with CICD, and tools such as Git and Maven is an asset.
• Ability to work effectively both individually and within a multi-zone and multi-site team, contributing seamlessly to collaborative efforts.
• Good communication, presentation, and collaboration skills. Proficient in leveraging resources from both industry and academia.