Senior MLOps Engineer
Remote
Senior MLOps EngineerĀ
We are looking for an MLOps engineer to help identify build new machine learning products within our multi-terabyte data lake. Youāll be part of a cross-functional team that includes deep learning experts, software engineers, and officers from all branches of the military. We also do something common in Silicon Valley tech companies but radical in the defense space: we develop and test products side-by-side with our users, including on US military bases and remote locations abroad. Our engineering culture is about empathizing with users and building software products that deliver maximum mission impact.Ā
As a Senior member of the team your decisions today will have a large impact on the company today and into the future. We believe that simple systems are easier to understand, maintain, and scale - we prefer pragmatic, product-centric solutions. You are innovative: willing to take risks, think critically about novel solutions, and advocate for your ideas while seeking feedback and collaboration. You will be making trade-offs as you work to ensure that our systems are prepared to scale ā being able to effectively communicate these trade-offs with your teammates is a must.Ā Ā
What Youāll Do
- Write data pipeline workflows for building features and training modelsĀ Ā
- Build robust and scalable machine learning infrastructure for performing model inference in batch and real-timeĀ
- Optimize LLM deployment and inferenceĀ
- Design and build software to support ML model iteration and production deployment such as model repositories and model monitoring softwareĀ
- Work with development teams ā¦
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Benefits/Perks100% Remote Dental Insurance Equity Flexible work environment Fully remote Health insurance Unlimited PTO Vision Insurance
Tasks- Build software
- Collaborate with analysts
- Write technical documentation
APIs AWS Communication Databases Data Pipeline Deep Learning Defense software Deployment Docker ElasticSearch Kubernetes Machine Learning MLOps Opensearch Python PyTorch Ray Relational databases Teamwork Technical Documentation Temporal TensorFlow Vector databases
Experience4 years