Software Engineer - ML Infra

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June 18

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Blue Rose Research

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Science

Blue Rose Research is a company focused on research development and innovation. They may work on projects involving scientific and technological advancement, aiming to push the boundaries of knowledge and contribute to various fields through research. Their platforms suggest opportunities for contact and application, indicating a collaborative and growth-oriented approach.

11 - 50 employees

🔬 Science

📋 Description

•Blue Rose Research develops a wide range of cutting-edge products used by the most important progressive organizations in the country. •The team has a storied history, and has worked with central players to develop strategy and direct hundreds of millions of dollars of resources. •We are looking for a software engineer with extensive machine learning infrastructure and operations experience. •Collaborate with Data Scientists to design, develop, and implement highly sophisticated model training and evaluation workflows. •Optimize machine learning models built with JAX and TensorFlow. •Work on all parts of the data processing stack. •Manage many variations of different models and model configurations. •Build tools to empower data analysts to derive insights from model outputs. •Stay focused on building effective tools for data scientists and data analysts without getting distracted by shiny engineering problems. •We don’t expect every applicant to have expertise in every area listed above.

🎯 Requirements

•Has deep experience optimizing ML systems for GPUs and CPUs. •Knows JAX or similar tools inside and out. •Regularly works with Data Scientists to build complex model training and data processing workflows. •Understands the ins and outs of fine-tuning transformer models. •Dreams about optimizing BigQuery-based ETL pipelines. •Slices and dices data with a variety of tools such as Pandas, SQL, and dplyr. •Is familiar with a variety of machine learning and statistical techniques. •Has a solid DevOps toolkit including Docker, Kubernetes, Terraform, etc. •Has strong oral and written communication skills, especially in a remote environment. •Is a kind person and a team player who contributes to a warm working environment.

🏖️ Benefits

•Competitive salary •Medical, dental, and health benefits •A work environment that will support your differences