Senior AI/ML Engineer for Productivity Automation
MagicalRole Overview
Join our team as a Senior AI/ML Engineer and take a pivotal role in revolutionizing productivity through automation. You will be part of a dynamic team that includes founders from Mozilla, Spotify, LinkedIn, and Apple. Your mission will be to design and develop AI/ML models and algorithms that automate mundane, soul-crushing tasks, impacting over 500K users across 30K companies globally.
Responsibilities
- Collaborate with frontend and full-stack teams to integrate machine learning functionalities into our React.js and Redux 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 (e.g., EC2, S3, Lambda, Elastic Beanstalk).
- Manage workflows and data pipelines using tools like Apache Airflow and Camunda.
- 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
- Proficient in Python, JavaScript, and TypeScript.
- Experience with cloud providers such as AWS, GCP, or Azure.
- Passion for building innovative solutions that drive impact and automate tasks.
- Expertise in AI/ML model design and development, frameworks, and libraries such as TensorFlow, PyTorch, scikit-learn, Pandas, NumPy, NLTK, spaCy, and OpenCV.
- Experience with RPA technologies and AWS services.
- Knowledge of CI/CD tools and Docker.
- Ability to work collaboratively in a fast-paced environment.
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.
Benefits Extracted with AI
- Competitive salary and equity
- Unlimited PTO
- Annual wellness credit
- Productivity stipend
- Regular team events and off-sites
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