MLOps Engineer at Hubs

Posted on: 06/30/2021

Location: Amsterdam (ON-SITE)

full time

Original Source

Tags: sqlalchemy celery rabbitmq flask s3 chef ml postgresql rds kubernetes aws docker python

**Hubbers are doers, makers, hackers, and believers.** **At Hubs, we empower engineers to create revolutionary products. Manufacturing is notoriously challenging for companies big and small. We’re changing that by making reliable manufacturing methods instantly available to engineers all over the world through our online platform.** If you're looking for a tech scale-up in Amsterdam there are a few to choose from, but none quite with our story. Over the past 8 years, we've built the world's largest distributed manufacturing network and have built the easiest-to-use product for ordering custom parts. We help the companies you know and love to build a better future, from humble startups to big names like Audi, HP, and NASA. Some parts we've produced are floating in space right now. This is a Software Engineer position in an R&D team that designs and builds mathematical models and Machine Learning algorithms. These models analyze and generate pricing for three-dimensional CAD designs for Mechanical Engineers from all over the world, prior to their automated manufacturing by our network of suppliers. These two sentences are the essence of 3D Hubs. Many household names have used our platform to make millions of prototype parts this way, some of which are potentially in the device you're using right now! But your role will not be to build our Machine Learning model with complex calculus equations. Instead, you will use your knowledge and experience of production software environments to find ways to launch our new models without negatively affecting the performance of the existing Python/AWS infrastructure. Your goal will be the implementation of our models into our production environment in a scalable way, whilst including a structured framework for training and testing the models and their performance. Reporting to the Director of Engineering, your team is at the center of 3D Hubs' product and its development in the future. **Our tech stack:** Python (Flask/SQLAlchemy), PostgreSQL/Aurora, RabbitMQ, Docker, AWS: EC2, RDS, S3, Redshift. **Sounds interesting? Apply now!** **What you'll do:** + Use (mainly) Python to implement new features to our ML Platform + Maintain and improve upon our stateless-function-running framework + Design and build an infrastructure for training and testing the AI behind our product + Further develop the performance capabilities of our Analysis Models **What it takes:** + 3-5 years of commercial Software experience, backed by a CS education + Experience with distributed computation frameworks [celery, airflow, luigi, flyte, prefect, etc.] + Familiarity with AWS & G-Cloud capabilities & limitations + Experience with devopsy things like Docker & Kubernetes + Hands on experience with real-time ML prediction pipelines + An architectural mindset and strong experience of pushing cloud solutions to their limits + BONUS POINTS: Sagemaker, TFServing, MLFlow, Pachyderm, Domino **Why 3D Hubs?** + We offer a competitive salary plus a bonus incentive and Protolabs stock options + Hybrid 2-3 days in the office and work from anywhere policy 3 months per year! + Everyone has the opportunity to make an impact from day one, in a high-paced culture to accelerate our growth as we scale! + You'll join a diverse, international team of 150+ people from (30+ nationalities) growing to 200+ in the next 12 months + Everyone's a student and teacher with our Career Development Plan, LinkedIn learning platform, Tech Talks, Hackathons, Tech and Product demos, and Innovation Sprints + Get access to use our global manufacturing network for your own projects + Free access to [Headspace](https://www.headspace.com/) meditation app and Mental-Health Support with [OpenUp](https://openup.nl/?gclid=Cj0KCQjw5auGBhDEARIsAFyNm9HGIIjV5Mbp5flAhtGyn15mDqTrWn6jNhn2oUNw4sSco73eqQZWt-kaAhCJEALw_wcB) + Stay fit and sign up to [ClassPass](https://classpass.com/) and join colleagues who run, climb, cross fit + In-house Italian chef (50% vegetarian) and Doggo friendly office + Incredible office views in the Houthavens, Amsterdam + Learn more about us on our [Life at Hubs Instagram](https://www.instagram.com/lifeathubs/) and [Jobs Page](https://www.hubs.com/jobs/)