Sr. Software Engineer - Platform

San Francisco, CA, United States


Role Location

  • San Francisco, CA, United States


26 - 50 people


575 Market St
San Francisco, CA, 94105, US

Tech Stack

  • Google Cloud
  • Python
  • React Native
  • React
  • Flask
  • CircleCI
  • Apache Spark
  • Kubernetes
  • Docker
  • Tensorflow
  • Elastic Search
  • Redis

Role Description

What you will work on? 1. Collaborate with a team of data scientists, engineers, designers, and product managers to develop food-related recommender systems to make healthy eating easy and fun. 2. Design, build, improve, and maintain a performant and highly scalable data platform to support both internal and external use cases. We give broad leeway to implement your best architectural decisions. Use cases for this core data include: (i) two-way flow of data to user-facing apps via microservices, (ii) structuring both core data and data exhaust for training machine learning models. 3. Work with our data scientists to design and build a models platform that leverages and supports online learning and machine teaching to develop industry-leading models in the food and health space. 4. Work with data scientists and engineers to build a CI/CD system for our ever-improving models that allow their performance to be monitored and improved in an automated manner

What skills do you need? 1. You have a deep understanding of building both streaming and scheduled data pipelines (experience with Airflow or Cloud Composer is a plus) 2. You have a deep understanding of distributed computing 3. Experience with containers and orchestration (e.g., Docker, Kubernetes) 4. You are proficient in writing production-quality code (preferably in Python) and in software design best practices 5. You are familiar with the software development lifecycle and interested in helping to maintain high quality software through CI/CD, TDD, code reviews, and mentoring / being mentored. 6. You have previously worked with data scientists and have experience integrating machine learning models into production code (minimum 2 years experience) 7. You previously worked with GCP, AWS, or another PaaS 8. Eager to tackle novel problems, experiment with new tooling and push technology to its limits. As a member of the team, you’ll be always on the lookout for new technology to make our product better.

About wellio

Wellio was started with the goal to help people eat better. Its estimated that by 2030 almost half of the world's adult population will be overweight or obese. It will take many of us to make a change and we, at wellio, want to be part of the scalable solution.

We are developing an intelligent platform and a suite of apps to support homechefs cooking at home. Our apps allow homechefs to have a digital chef, a personal shopping assistance and nutritionist to help support them while they cook at home.

Company Culture

We’re a team of smart, empirically motivated, disagreeable givers who care about making a difference in the world while having some fun.

Interested in this role?
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