Machine Learning Engineer - Remote [DigiSource's Partner - MX]
DigiSource
Mô tả công việc
ABOUT THE COMPANY:
Generally Inteligent: the company is an independent research company developing AI agents with general intelligence that can be safely deployed in the real world. Their aim is to deploy aligned human-level AI systems that can generalize to a wide range of economically useful tasks and assist with scientific research.
Website: https://generallyintelligent.com/
Reasearch: https://generallyintelligent.com/research
What will you do:
Generally Inteligent: the company is an independent research company developing AI agents with general intelligence that can be safely deployed in the real world. Their aim is to deploy aligned human-level AI systems that can generalize to a wide range of economically useful tasks and assist with scientific research.
Website: https://generallyintelligent.com/
Reasearch: https://generallyintelligent.com/research
What will you do:
- Implement a self-supervised network using contrastive and reconstruction losses.
- Create a library on top of PyTorch to enable efficient network architecture search.
- Open source internal tools.
- Implement networks from newly published papers.
- Work on tools for simple distributed parallel training of deep neural networks.
- Develop more realistic simulations for training our agents.
- Design automated methods and tools to prevent common issues with neural network training (e.g. overfitting, vanishing gradients, dead ReLUs, etc).
- Create visualizations to help us deeply understand what our networks learn and why.
Yêu cầu công việc
- Very comfortable writing Python.
- Familiar with PyTorch and training deep neural networks.
- Excited to work on open source code.
- Passionate about engineering best practices.
- Self-directed and independent.
- Excellent at getting things done
Interview Process:
- Process InterviewStep 1: Application Form
- Step 2: General programming interview
- Step 3: Programming interview
- Step 4: Overall Intro Call
- Step 5: Trial Project (Pre-onboarding)
Benefits:
Interview Process:
- Process InterviewStep 1: Application Form
- Step 2: General programming interview
- Step 3: Programming interview
- Step 4: Overall Intro Call
- Step 5: Trial Project (Pre-onboarding)
Benefits:
- Work directly on creating software with human-like intelligence
- Very generous compensation
- Flexible working hours
- Work remotely
- Salary: negotiation
- Salary: negotiation