Staff Machine Learning Engineer
Reddit- Location
- United Kingdom · Netherlands
- Workplace
- Remote
- Employment
- Full Time
- Salary
- —
Posted 1mo ago
The employer’s full description could not be read from their board. This is a summary of the posting — follow the apply link for the original.
Responsibilities
- Design and build systems for ML efficiency
- Develop tooling for ML debugging and optimization
- Improve GPU and resource utilization
- Partner with teams to identify and fix performance bottlenecks
- Build benchmarking frameworks and performance dashboards
- Optimize distributed training, data pipelines, and serving
- Lead initiatives to improve ML engineer productivity
- Drive technical strategy for ML platform scalability and cost efficiency
Requirements
- BS, MS, or PhD in Computer Science or related field
- 5+ years of software engineering experience
- Strong proficiency in Python
- Experience building distributed systems at scale
- Experience with machine learning infrastructure, training systems, or model serving platforms
- Deep understanding of performance engineering and systems optimization
- Strong debugging and profiling skills
Preferred
- Experience with large-scale recommendation, ranking, generative AI, or foundation model systems
- Experience with distributed training frameworks such as PyTorch Distributed, Ray, Tensorflow, Spark
- Familiarity with GPU architectures and performance analysis tools
- Experience optimizing cloud infrastructure costs across large ML workloads
- Contributions to internal platforms used by multiple ML teams
- Experience with building real time ML inference applications
- Proficiency in at least one systems language (Go, C++, Rust, or Java)
Skills
- Python
- Go
- C++
- Rust
- Java
- PyTorch Distributed
- Ray
- Tensorflow
- Spark
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