AI Machine Learning Systems Engineer
5 days ago
At Recro, we're seeking an experienced Backend Engineering Lead to join our team. This role offers a competitive salary of $160,000 - $200,000 per year.
Job Description
We're looking for a skilled engineer with a strong background in machine learning and experience working with cloud platforms. The ideal candidate will have a deep understanding of GPU architectures and be proficient in Docker and Kubernetes.
Responsibilities:
- Design and Develop Scalable Machine Learning Systems: Collaborate with the tech team to design and build scalable machine learning systems that are ready for production use from the start.
- Conduct Extensive Research: Stay current with the latest machine learning technologies and research to identify the best approaches and tools for the job.
- Improve Metrics: Develop strategies for improving metrics using real-world data.
- Infrastructure Improvements: Assist in enhancing and extending existing infrastructure.
Requirements:
- Python Experience: 3+ years of experience with Python.
- Generative AI Experience: Proficiency in LLMs like Llama and Mistral, and other Generative AI models like Whisper and Stable Diffusion.
- Cloud Experience: Familiarity with cloud computing platforms, with a preference for expertise in AWS and knowledge of platforms like Google Cloud Platform (GCP) or Microsoft Azure.
- Docker and Kubernetes: Proficiency in Docker and Kubernetes.
- Test-Driven Development: Belief in and adherence to Test-Driven Development practices.
- GPU Architecture: Deep knowledge of GPU Architectures like A100 A10G, and T4 chips. Experience with CUDA is a plus.
- LLM Optimization Techniques: Good understanding of optimization techniques like Quantization, speculative decoding, continuous batching, etc.
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