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Full-Time

AI/ML Engineer

Posted on 6/27/2024

Magical

Magical

11-50 employees

AI-powered productivity software for task automation

Data & Analytics
Enterprise Software
AI & Machine Learning

Senior, Expert

Toronto, ON, Canada + 1 more

More locations: San Francisco, CA, USA

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

Category
Applied Machine Learning
AI Research
AI & Machine Learning
Required Skills
Microsoft Azure
Python
Postgres
Docker
AWS
Google Cloud Platform
Requirements
  • Proficient in Python, or JavaScript and TypeScript
  • Experience with any cloud provider such as AWS, GCP, or Azure
  • Passion for building innovative solutions
  • Expertise in AI/ML model design and development, frameworks, and libraries
  • Experience with RPA technologies and AWS services
  • Knowledge of CI/CD tools and Docker
  • Ability to work collaboratively in a fast-paced environment
Responsibilities
  • Collaborate with frontend and full-stack teams
  • Integrate AI/ML solutions with existing Node.js applications
  • Conduct data preprocessing, feature engineering, and model evaluation
  • Optimize database interactions using PostgreSQL
  • 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
  • Manage workflows and data pipelines
  • Perform OCR tasks with Tesseract and advanced image and video analysis
  • Use Docker for containerizing applications

Magical offers an AI-powered application designed to help professionals and businesses improve their productivity by automating repetitive tasks. The application provides various functionalities, such as instant form filling using data from open tabs, drafting messages with AI assistance, and text expansion templates. Users can also extract information from any webpage directly into a Google Sheet with just one click. These features help users save several hours each week by reducing the time spent on tasks like messaging, data entry, and documentation. Magical stands out from its competitors due to its simplicity and ease of use; it does not require complex integrations or setup, allowing users to start automating their workflows immediately after installation. The goal of Magical is to enhance productivity and efficiency for its users by providing a straightforward tool that streamlines their daily operations.

Company Stage

Series A

Total Funding

$41M

Headquarters

San Francisco, California

Founded

2020

Growth & Insights
Headcount

6 month growth

↑ 1%

1 year growth

↑ 9%

2 year growth

↑ 140%
Simplify Jobs

Simplify's Take

What believers are saying

  • Magical's recent $35M Series A funding round indicates strong investor confidence and provides resources for further development and expansion.
  • The launch of 'Teams' features enhances collaboration within organizations, potentially increasing user adoption and engagement.
  • The broad functionality of Magical's application can save users several hours per week, making it highly attractive to professionals and businesses focused on efficiency.

What critics are saying

  • The productivity software market is highly competitive, with numerous established players that could overshadow Magical's offerings.
  • Reliance on a free-to-use model may limit revenue generation unless premium features are compelling enough to convert users.

What makes Magical unique

  • Magical's AI-powered application offers instant form filling, message drafting, and data extraction without requiring complex integrations, setting it apart from other productivity tools.
  • The simplicity and ease of use of Magical's platform allow users to start automating tasks immediately, unlike competitors that often require extensive setup and configuration.
  • Magical's free-to-use model with potential premium features provides an accessible entry point for users, differentiating it from subscription-only services.

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