Nokia Bell Labs · 2 weeks ago
GenAI/ML Systems Research Intern
Nokia Bell Labs is a global leader in connectivity for the AI era, seeking a GenAI/ML Systems Research Intern. The role involves contributing to a Machine Learning Operations platform and working on advanced AI/ML systems, focusing on next-generation model training and intelligent workload orchestration.
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Responsibilities
The selected candidate will have the opportunity to contribute to a Machine Learning Operations (MLOps) platform, which supports state-of-the-art training and inference features with a focus on sustainable MLOps practices
The selected candidate will have the opportunity to contribute to a GenAI and AI/ML systems
The selected candidates will work on:
Advanced AI/ML systems with a focus on next-generation model training, high-performance inference, and intelligent workload orchestration across heterogeneous compute environments
Building and optimizing LLM-based systems, designing distributed inference workflows across cloud, edge, RAN, or vehicular platforms
Exploring how workload characteristics, model behavior, and system conditions influence latency, throughput, and efficiency
Contribute to experimental prototypes, performance analysis, and cross-cluster or multi-tier execution frameworks that support emerging AI applications
Reliability, observability, and interpretability aspects of AI-enabled network operations, including system modeling and inference-time interventions for multimodal transformers
Collaborate with experienced researchers to investigate real-world constraints such as resource heterogeneity, network dynamics, mobility, and performance variability—helping shape platforms that deliver robust, responsive, and efficient AI services
Qualification
Required
Currently pursuing a Master's or Ph.D. in Computer Science, Computer Engineering, or a related field with an accredited school in the US
Advanced AI/ML systems with a focus on next-generation model training
Building and optimizing LLM-based systems
Strong programming ability in Python; experience with C++, Go, or Java is a plus
Solid fundamentals in computer systems, networking, and Linux/Unix environments
Experience with PyTorch and modern ML tooling; familiarity with HuggingFace ecosystem
Understanding of deep learning, specifically Transformer architectures
Exposure to distributed systems, containers, and orchestration tools (Docker, Kubernetes)
Ability to design experiments, analyze performance, and debug complex system interactions
Experience with vLLM, SGLang, TGI, TensorRT-LLM, llama.cpp, DeepSpeed, or Ray
Benefits
Flexible and hybrid working schemes to balance study, work, and life
Professional development events and networking opportunities
Well-being programs, including Personal Support Service 24/7 - a confidential support channel open to all Nokia employees and their families in challenging situations
Opportunities to join Nokia Employee Resource Groups (NERGs) and build connections across the organization
Employee Growth Solutions, mentorship programs, and coaching support for your career development
A learning environment that fosters both personal growth and professional development – for your role and beyond
Company
Nokia Bell Labs
Nokia Bell Labs provides innovative technologies that underpin communications networks & shape society.
Funding
Current Stage
Late StageTotal Funding
$2.1MKey Investors
US Department of Energy
2022-02-15Grant· $2.1M
Leadership Team
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