Deep Learning & NLP Researcher (Remote-USA)
Job Description
This is a new venture startup. Company equity (stock ownership participation) is the sole current compensation. The company is exploring venture capital discussions.
This position is ultimately what you make it meaning time invested, participation, and contribution. Participation will be vetted thoroughly, and compensation will be based upon talents skillsets.
About bluespeck
Web3.0 is more than virtual headsets and augmented-reality apps. A completely new level of empowerment is coming in a 3D framework. Socially interactive and immersive. We are introducing the true social matrix in a 3D framework on-the-go.
Real time | Anytime Anywhere | 365 24 7
Role Itself:
We are furthering the AI team development stages and searching for talented engineers specializing in NLP Modeling to join our NLP team.
What You'll Do:
Replicate state-of-the-art Deep Learning models based on conference/journal publications
Drive best practices for the team in terms of model optimization and maximizing accelerator utilization
Stay up to date on model innovations related to Natural Language Understanding such as Transformer variants (sparse, linear, LSH attention) and new architectures (S4)
Act as a bridge between research and engineering to ensure our models perform well in a production environment
What You Have:
3+ years of non-internship professional software development experience in developing and debugging C/C++ or Python
2+ years of experience coding neural network models using primitives (matmul, einsum, relu, softmax, etc.) offered by modern Deep Learning frameworks such as PyTorch, Jax, or TensorFlow
Experience with Google JAX
Experience with Reinforcement Learning
Experience with Natural Language Processing
Knowledge of professional software engineering best practices
Excellent written and oral communication skills in English
BS or MS Degree in Computer Science, Electrical Engineering, or other technical field
Preferred Qualifications
2+ years of experience in optimization engineering related to machine learning or computational science
Solid knowledge of data structures and algorithms
That said, we're looking for people who love this problem and are dedicated to making it work. You'll have tremendous ability to take part in changing the world, and we believe that deserves meaningful ownership.
Work in United States
Employment Options
Base Salary
1 - 3 USD
Required Academic Degree
Professional Experience
Skills
- C
- C++
- Python
- PyTorch
- JAX
- Tensorflow
- Transformer Variants
- Sparse
- Linear
- LSH Attention
- S4 Architecture
- Reinforcement Learning
- Debugging
- Data Structures
- Algorithms
