LinkedIn is the world's largest professional network, dedicated to creating economic opportunities for its members. The Software Engineer role within the AI Platform team involves designing and optimizing large-scale distributed systems for AI model training and serving, while collaborating with various teams to enhance performance and feature engineering.
Responsibilities
- Designing, implementing, and optimizing the performance of large-scale distributed serving or training for personalized recommendation as well as large language models
- Improving the observability and understandability of various systems with a focus on improving developer productivity and system sustenance
- Partner with peers, leads and partners to define, scope, prioritize, and build impactful features at a high velocity
Skills
- Bachelor's Degree in Computer Science or related technical discipline, or equivalent practical experience
- 1+ years of experience in the industry with leading/ building deep learning systems
- Experience with Java, C++, Python, Go, Rust, C# and/or Functional languages such as Scala or other relevant coding languages
- Experience, qualifications in Machine Learning, AI
- 2+ years of relevant work experience
- MS or PhD in Computer Science or related technical discipline
- Experience building ML applications, LLM serving, GPU serving
- Experience with search systems or similar large-scale distributed systems
- Experience with distributed data processing engines like Flink, Beam, Spark etc., feature engineering
- Experience in distributed machine learning training infrastructure, including technologies like Horovod, PyTorch FSDP, DeepSpeed, Hugginface, PyTorch Lightning, LLMs, GNNs, MLFlow, Kubeflow and large scale distributed systems
- Familiarity with containers and container orchestration systems like Kubernetes
- Experience in deep learning frameworks and tensor libraries like PyTorch, Tensorflow, JAX/FLAX
Benefits
- Generous health and wellness programs
- Annual performance bonus
- Stock
- Benefits
- Other applicable incentive compensation plans
Company Overview
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