Facebook pixel

Senior Deep Learning Researcher
NLP
Posted on 11/8/2022
INACTIVE
Locations
Remote
Experience Level
Entry
Junior
Mid
Senior
Expert
Desired Skills
AWS
Data Structures & Algorithms
C/C++/C#
Pytorch
Tensorflow
Natural Language Processing (NLP)
Python
Requirements
  • PhD in relevant field
  • 4+ years of experience in Deep Learning research & development
  • 2+ years of experience with PyTorch or TensorFlow
  • 2+ 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 training large models on multiple GPUs
  • In-depth understanding of application of deep learning networks like RNNs, CNNs, and Transformers
  • 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
  • BSc or MSc Degree in Computer Science, Electrical Engineering, or other technical field
Responsibilities
  • Continually push the state of the art in speech recognition and NLP. You will conduct cutting edge deep learning research in speech and NLP. Our ASR models already outperform companies like Google, AWS, and Microsoft - and we're looking for the best deep learning engineers and researchers to help us continually push the state of the art in speech recognition to get to human level performance
  • Research & train AssemblyAI's deep learning models. You will work with large scale data sets to research and train deep learning models for speech recognition. You will research and develop novel algorithms and techniques to advance the state of the art in natural language understanding. You will conduct research and experiments in order to improve accuracy of our Deep Learning ASR pipeline. You will also dig into weaknesses and failure points of our current ASR models in order to identify further areas for improvement
  • Be part of a world-class team of creative researchers & engineers. You will help strengthen the position of AssemblyAI as a leading company in AI research. Our deep learning team is a tight knit group of creative researchers and engineers, who are not afraid to try unconventional ideas. You will also work with the broader speech recognition team as we continually strive to match human level accuracy
Desired Qualifications
  • 2+ years of experience in optimization engineering related to machine learning or computational science
  • Solid knowledge of data structures and algorithms
AssemblyAI

51-200 employees

Audio transcription API company
Company Overview
AssemblyAI’s mission is to make state-of-the-art AI models accessible to developers and product teams at an extremely large scale through a simple API. The company’s ASR models are best-in-class and the company’s API is used by many companies and developers to transcribe and understand a wide variety of audio formats. The API powers products ranging from conversational intelligence platforms, zoom meeting summarizes, content moderators, and automatic closed captioning.
Benefits
  • Competitive Salary + Bonus
  • Equity
  • 401k
  • 100% Remote team
  • Unlimited PTO
  • Premium medical, vision, & dental care
  • $1K budget for your home office setup
  • New Macbook Pro (or PC if you prefer)
  • 2x/year company paid team retreat