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Senior Deep Learning Researcher, NLP Expert

hace 2 meses

Barcelona, Barcelona, España Empresa Reconocida A tiempo completo
About Empresa Reconocida

Empresa Reconocida is a leading AI company that specializes in building powerful models for transcribing and understanding audio data. Our APIs are used by hundreds of companies and thousands of developers to transcribe and understand millions of videos, podcasts, phone calls, and zoom meetings every day.

Our Mission

We're on a mission to revolutionize the way people interact with audio data. Our APIs power innovative products like conversational intelligence platforms, zoom meeting summarizers, content moderation, and automatic closed captioning.

Our Team

We're a fully remote team made up of problem solvers, innovators, and top AI researchers with 20+ years of experience in Machine Learning, Speech Recognition, and NLP from places like DeepMind, Google, Meta, Amazon, Apple, and Cisco. Our culture is super collaborative, low-ego, transparent, and fast-paced.

The Role

We're searching for a Research Engineer specializing in NLP Modeling to join our NLP team. With significant investment and strong leadership to fuel our growth, it's the perfect time to join our team.

Key Responsibilities
  • 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
Requirements
  • 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
  • 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
Preferred Qualifications
  • 2+ years of experience in optimization engineering related to machine learning or computational science
  • Solid knowledge of data structures and algorithms
Benefits
  • Competitive Salary + Bonus
  • Equity
  • 100% Remote team
  • Unlimited PTO
  • $1K budget for your home office setup
  • New Macbook Pro (or PC if you prefer)
  • 3-4x/year company paid team retreat