Principal Software Engineer- Data infrastructure
Published 17 Aug 2024
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$200000-$300000 annually.
Full Time
Role Highlights
Python
S3
Data Processing
Research
Infrastructure
DataSets
Data Infrastructure
Google Analytics
AI
Tools, Libraries and Frameworks
GPUs
Ray
Description
Luma AI is seeking a Principal Software Engineer focused on data infrastructure. The role involves building efficient and resilient systems and pipelines for large-scale data processing using a substantial number of GPUs. The engineer will collaborate with researchers to identify technical data requirements and optimize the infrastructure for model training. Additionally, the position requires cross-functional work to support diverse backend engineering needs within the applied research team.
Required Qualifications and Skills
The position requires a minimum of 10 years of engineering experience, including at least 2 years in petabyte-level data processing. Candidates should possess strong generalist Python coding skills and experience in engineering large-scale systems that handle and serve petabytes of data. A deep understanding of Kubernetes, SLURM, and Ray, along with visual data experience, is essential. Familiarity with machine learning is considered a strong plus. The role is not suitable for recent graduates.
We live in a three dimensional world. Our perception and memories are of three dimensional beings. Yet there is no way to capture and revisit those moments like you are there. All we have to show for it are these 2D slices we call photos. It's time for that to change. Luma's mission is to enable everyone to capture and experience the world in lifelike 3D. To bring about the next step function change in how we share memories, explore products, and spaces on the internet. To propel photos and videos into our mixed-reality 3D future. Some of the brightest minds in computer vision and graphics have dedicated their careers to solving this problem of photorealistic 3D capture. Now, advances in neural rendering, deep learning, and compute have finally brought this dream within our reach. If thinking about this future and this monumental engineering challenge gets you excited, and wide-eyed with ideas, come make it real with us. Join our founding team with the autonomy to experiment, to grow, and to help form Luma's technical, product, and business roadmap.
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