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Work at a Portfolio Company

AI/ML Engineer

Magical

Magical

Software Engineering, Data Science
Toronto, ON, Canada · San Francisco, CA, USA
Posted on Thursday, June 27, 2024

🏢 Locations: Hybrid Remote (1-2 days onsite) in Toronto (Bloor-Yonge)

Impact-Driven Senior/Staff AI/ML Engineer for Productivity Automation

We're seeking a passionate and impact-driven Senior or Staff Artificial Intelligence and Machine Learning Engineer to join our experienced founding team from Mozilla, Spotify, LinkedIn, and Apple and revolutionize productivity through automation.

Your mission will be to design and develop AI/ML models and algorithms that automate mundane, soul-crushing tasks.

As part of our team, you'll play a crucial role in shaping our data graph used by over 500K people across 30K companies in 150 countries. This data graph standardizes the internet, and you'll have direct input in shaping our roadmap as we grow to 1 million users.

What you'll do:

In this role you will collaborate with frontend and full-stack teams across the organization as we implement the machine learning functionalities you develop into our React.js and Redux applications. You will also:

  • Collaborate in integrating AI/ML solutions with existing Node.js applications.

  • Conduct data preprocessing, feature engineering, and model evaluation.

  • Optimize database interactions using PostgreSQL to efficiently handle large datasets.

  • Manage and query large datasets with PostgreSQL.

  • Leverage AWS services for deploying, scaling, and maintaining AI/ML models and data pipelines.

  • Deploy applications and manage data with AWS (Eg. EC2, S3, Lambda, Elastic Beanstalk and others).

  • Manage workflows and data pipelines (Eg. Apache Airflow, Camunda or similar)

  • Perform OCR tasks with Tesseract and advanced image and video analysis with Google Cloud Vision or Amazon Rekognition.

  • Use Docker for containerizing applications.

About you:

  • You are proficient in Python, or JavaScript and TypeScript

  • You have experience with any cloud provider such as AWS (we use AWS), GCP, or Azure.

  • You have a passion for building innovative solutions that drive impact and automate mundane tasks.

  • You have expertise in AI/ML model design and development, frameworks, and libraries such as TensorFlow, PyTorch, scikit-learn, Pandas, NumPy, NLTK or spaCy, OpenCV or similar.

  • You have experience working with RPA technologies such as Apache Airflow, Camunda, Tesseract, Google Cloud Vision, or Amazon Rekognition and AWS services like EC2, S3, Lambda, and Elastic Beanstalk.

  • You have knowledge of CI/CD tools and Docker.

  • You work collaboratively in a fast-paced environment.

  • You are excited about leveraging OpenAI and Gemini technologies

Join us and pioneer the first AI model to catalog the internet and take high ownership in productionizing research.

Tech Stack

Previous experience with all of these technologies is not required

  • Python

  • Typescript

  • React

  • Redux

  • RxJS

  • Emotion

  • Node.js

  • Postgres

Benefits

  • Interesting and challenging work

  • Competitive salary and equity

  • Regular team events and off-sites (Iceland, Lisbon, Dominican Republic, Mexico)

  • Unlimited PTO

  • Annual wellness credit

  • Productivity stipend

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