We are looking for someone to join us as our first DevOps Engineer. Our research team conducts cutting-edge deep learning research and we face many operational challenges (for example: running hundreds of experiments in the cloud, training large neural networks using multiple GPUs, preparing experiment results for analysis). Your job is to build and manage the digital infrastructure that enables our researchers to move from idea to result smoothly.
As we are a young startup, the role is dynamic and initiative is appreciated. Your work will interface with our researchers, our open-source training library Larq and our hardware team. We are looking for people who can grow along with Plumerai.
What You Will Be Doing:
- Manage our cloud infrastructure: enable our researchers to run experiments in the cloud.
- Setup environments and datasets as required by the research team.
- Manage Larq-models (python code that executes deep learning experiments).
- Set up our hardware clusters.
- Take initiative to improve our setup, grow with the company and eventually build a DevOps team.
- Optimize multi-GPU training.
Nice To Have:
- Experience with Kubernetes, Helm, Docker, Terraform, Git or similar.
- Experience managing Google Cloud.
- Experience with scientific computing (parallel computing, NumPy/SciPy/Matplotlib).
- Experience with managing hardware clusters.
- 2-4 years experience in DevOps / Sysadmin.
- Experience in containerizing workloads with Docker.
- Monitor the performance and improve reporting on production systems.
- Experience with Docker and Kubernetes. Deploying to Kubernetes clusters in the cloud.
- Scripting languages, Python, Bash.
- Affinity with Machine Learning and familiarity with Tensorflow.
What You Will Get:
- Paid travel to top developer conferences.
- Contributing to the open-source community is a fundamental part of your role.
- Competitive base salary.
- Company stock options.
- Choose your own laptop.
- 25 days of paid vacation time (plus bank holidays).
- Flexible working hours.
- Pension contribution.
- Relocation assistance.