Data Engineer

San Francisco

wellio


Role Location

  • San Francisco

Employees

26 - 50 people

Address

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

About Wellio We believe that using technology, collaboration, innovation, and diversity, we can transform the way people eat and cook.

We are a growing foodTech company with the goal of empowering families to eat healthier meals. We are building an AI platform that uses advanced machine learning algorithms and statistical techniques to generate personalized meal recommendations and reinforce better eating habits.

To achieve our goal, we have assembled a team of smart, empirically motivated, disagreeable givers who care about making a difference in the world.

As the first member on our newly-formed active learning team, you will help build the infrastructure that powers the data strategy for our Food Intelligence Platform. This includes building CI/CD frameworks for various ML models, as well as integrating with external and internal data labeling services and tools. You will work closely with members of our data science, engineering, and in-house culinary teams to build a state-of-the-art food intelligence platform. We are looking for creative people who are comfortable with ambiguity and enjoy learning and mentoring.

What you will do

Work with our data scientists to design and build our Food Intelligence Platform that leverages and supports online learning and machine teaching to develop industry-leading models in the food and health space.

Work with data scientists and engineers to establish a framework for CI/CD of existing and new Machine Learning models, allowing them to be monitored and improved in an automated manner.

Work with data scientists and engineers to establish a framework for active learning for our Food Intelligence Platform. This includes integration with 3rd party data labeling services.

Work with app developers, designers, and product managers to develop micro-apps to be shared with culinary experts to generate high-quality labeled data.

Basic qualifications

You have previously worked with data scientists and have experience integrating machine learning models into production code (minimum 1 year experience)

You are proficient in writing production-quality code (preferably in Python) and in software design best practices

You are familiar with the software development lifecycle and interested in helping maintain high quality software through CI/CD, TDD, and code reviews.

You previously worked with GCP, AWS, or another PaaS

Experience with relational and non-relational databases Preferred qualifications Experience building both streaming and scheduled data pipelines (experience with Airflow or Cloud Composer is a plus) A good understanding of distributed computing Experience with containers and orchestration (e.g., Docker, Kubernetes) Experience designing, building, and maintaining RESTful APIs

About you

You enjoy collaborating as part of a small, agile, and dynamic team where everyone is valued. Kaizen and KISS are engineering principles that you believe make sense! You believe “done is better than perfect” and enjoy helping to ship features and quantify the right areas for iterative improvement. You enjoy helping shape an engineering culture of a small company. You enjoy both learning and teaching, and enjoy working with others from whom you can learn and who can learn from you. You have a passion for food and nutrition, and are excited to use your skills to help our customers nourish themselves You believe that work should be fun and enjoy working with others You like to try new things and believe in failing fast You like chocolate, especially dark chocolate

If you got this far, perhaps you’re the person we’re looking for. We look forward to your application.

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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