Advance Accelerator Program Machine Learning & GenAI

Factored's Advanced Accelerator Program is a 12-16 week, full-time program that aims to accelerate your career in AI innovation. The program includes a rigorous training program, capstone projects, and mentorship on soft-skills development.

Requirements

• Minimum 4+ years in the Machine Learning field with a proven track record of implementing ML solutions in production.
• Python Development: Proficiency in writing production-grade Python code.
• Deep Learning Fundamentals: Strong grasp of model architecture (Layers, Weights, Biases, Activation Functions), Forward Propagation, Loss Functions, and the optimization loop (Backpropagation, Gradient Descent, and Learning Rates).
• NLP & Frameworks: Solid understanding of Natural Language Processing (NLP) with experience using PyTorch, TensorFlow, or Hugging Face to implement and fine-tune pre-trained models.
• Backend & API Development: Experience building APIs using FastAPI or Flask.
• Deployment & Cloud: Hands-on experience with containerization (Docker) and deploying ML models to cloud infrastructure (AWS, Azure, or GCP).
• MLOps: Familiarity with the ML lifecycle: CI/CD pipelines (GitHub Actions/GitLab CI), Model Versioning and Tracking (MLflow, Weights & Biases), Model Monitoring, and Infrastructure as Code (IaC).
• Excellent written and spoken English.

Benefits

• Ownership through equity participation.
• Annual company retreat.
• Education bonus for continuous learning.
• Company-wide winter break.
• Paid time off.
• Optional in-person events and meetups.
• Tailored career roadmaps.
• High-performance culture.