Senior Deep Learning Researcher, Speech –

Titulo da Vaga: Senior Deep Learning Researcher, Speech

Localização: Rio de Janeiro – RJ

Descrição da Vaga: Detalhes da VagaEscolaridade Não InformadoSegmento Não InformadoSalário Não InformadoÁrea de AtuaçãoDiversos / OutrosO que você irá fazer

• ****Our ASR models already outperform companies like Google, AWS, and Microsoft** – which is why hundreds of companies and thousands of developers are using our APIs to transcribe and understand millions of videos, podcasts, phone calls, and zoom meetings every day.
• Our APIs power innovative products like conversational intelligence platforms, zoom meeting summarizers, content moderation, and automatic closed captioning.
• AssemblyAI”s Speech-to-Text APIs are already trusted by Fortune 500s, startups, and thousands of developers around the world, with **well-known customers including Spotify, Algolia, Dow Jones, Happy Scribe, BBC, The Wall Street Journal, and NBCUniversal.
• **As part of a huge and emerging market, AssemblyAI is well on its way to becoming the leader in speech recognition and NLP.
• **We”re growing at breakneck speed, and recently announced our Series B round.
• We”ve raised $63M in total funding, **and are backed by leading investors including Insight Partners, Accel, Y Combinator, Patrick and John Collision (Founders of Stripe), Nat Friedman (Former CEO of GitHub), and Daniel Gross (Entrepreneur & Investor in companies including GitHub, Uber & SpaceX)!Our ambition is to build an iconic AI company, making advanced deep learning technology accessible to everyday developers through a simple API, good docs, and a great developer experience.
• **Join our world-class, remote team and help us build an iconic deep learning company!****The Role**:AssemblyAI is growing quickly, and we”re searching for a Deep Learning Researcher to join our team.
• With significant investment and strong leadership to fuel our growth, it”s the perfect time to join the AssemblyAI team!In this role you”ll have the opportunity to:- **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.
• **Requirements**:- 3+ years of professional experience in Deep Learning research & development- 2+ years of experience with PyTorch or TensorFlow- In-depth experience with Asynchronous (async) speech recognition- Wav2Letter++, Wav2vec, CTC, RNNTs, and/or LAS- Track record of publications at Speech Processing/NLP conferences (ACL, EMNLP, ICASSP, INTERSPEECH, ICLR, NeurIPS, and others)**Preferred Experience (any of the following)**:- PhD in computer science, machine learning, or similar field- Experience with Google JAX- Experience with Reinforcement Learning- Experience training large models on multiple GPUs- Speaker diarization- Multilingual speech recognition- Real-time speech recognition**Skills**:- Detail-oriented, analytical, and creative problem solver with a passion for quality processes- Ability to work independently, raise issues and take corrective action- A keen eye for detail**Salary Range: $175,000 – $275,000 USD per year**:**Our Team**:**Our team is made up of problem solvers, innovators and top AI researchers with over 20+ years of experience in Machine Learning, NLP, and Speech Recognition from companies like DeepMind, Google Brain, Meta, Apple and Amazon.
• **They conduct cutting edge deep learning research and develop novel algorithms & techniques to continually push the state of the art in speech recognition & NLP!Our team is fully remote, and our culture is super collaborative, low-ego, transparent, and fast-paced.
• We want to win – and have a flat organization where everyone can openly share ideas (regardless of their title or position) in order to get the best idea.
• As a remote company, our team members are given a lot of trust and autonomy to work where and how

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