Deep Learning Researcher, Nlp

Vor 4 Tagen

Zurich, Schweiz AssemblyAI - Remote Vollzeit

**AssemblyAI is a remote-first AI company building powerful deep learning models for developers, startups, and enterprises to transcribe and understand their audio data.**

**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 NLP 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**:

- 2 - 3+ 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
- 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

**Preferred Qualifications**:

- 2+ years of experience in optimization engineering related to machine learning or computational science
- Solid knowledge of data structures and algorithms

**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

  • Deep Learning Researcher, Nlp

    vor 15 Stunden

    Zurich, Schweiz AssemblyAI - Remote Vollzeit

    **AssemblyAI is a remote-first AI company building powerful deep learning models for developers, startups, and enterprises to transcribe and understand their audio data.** **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...

  • Research Scientist, Machine Learning

    vor 7 Monaten

    Zurich, Schweiz Google Vollzeit

    **Minimum qualifications**: - PhD degree in Computer Science, a related field, or equivalent practical experience. - Experience in computer vision, machine learning, and deep learning. - Experience with graphics and imaging research. - Experience coding in C++ or Python. - One or more scientific publication submission(s) for conferences, journals, or public...

  • Praktikant Im Bereich Deep Learning

    vor 7 Monaten

    Zurich, Schweiz Rheinmetall Air Defence AG Vollzeit

    **Praktikant im Bereich Deep Learning (m/w/d)** **Rheinmetall Air Defence AG in Zürich** - Rheinmetall - / - **Praktikant im Bereich Deep Learning (m/w/d)** - Ref.Nr.: - **CH00539** - Anstellungsart: - **Vollzeit** - Vertragsart: - **Befristeter Vertrag** WOFÜR WIR SIE SUCHEN **In unserer Entwicklungsabteilung bieten wir Ihnen die Möglichkeit für...

  • Research Scientist Intern, Machine Learning

    vor 6 Monaten

    Zurich, Schweiz Meta Vollzeit

    The Reality Labs (RL) Research Team brings together a world-class team of researchers, developers, and engineers to create the future of AR and VR, which together will become as universal and essential as smartphones and personal computers are today. The Gemini team is looking for research interns to tackle the most ambitious problems in the creation of...

  • Postdoctoral Researcher in Natural Language

    vor 6 Monaten

    Zurich, Schweiz Institut für Computerlinguistik Vollzeit

    Department of Computational Linguistics_ **Postdoctoral Researcher in Natural Language Processing** **100 % **:You will be joining the Department of Computational Linguistics, which has 5 faculty and around 40 postdoctoral and student researchers in the areas of text technologies, phonetics and speech. **Your responsibilities**: You will join the SNSF...

  • Postdoctoral Researcher in Machine Learning and

    vor 15 Stunden

    Zurich, Schweiz Department of Chemistry Vollzeit

    Department of Chemistry_ **Postdoctoral Researcher in Machine Learning and Chemistry** **100 % **:The Nevado Group at the University of Zurich in collaboration with Teodoro Laino's team at IBM Research is looking for a postdoctoral researcher in Machine Learning and Chemistry to develop tools for the design and optimization of cross-coupling reactions...

  • Research Scientist Manager

    vor 7 Monaten

    Zurich, Schweiz Meta Vollzeit

    The Generative AI Org at Meta is seeking a strong technical leader to join our team and work on the next generation of Llama models. As a technical leader of our team, you will play a critical role in building state of the art LLMs. We have the opportunity to help people everywhere get stuff done better and faster. This year we open sourced Llama 2 and...

  • Research Scientist, Machine Learning Fundamentals

    vor 7 Monaten

    Zurich, Schweiz Google Vollzeit

    **Minimum qualifications**: - PhD degree in Computer Science, a related field, or equivalent practical experience. - Experience writing machine learning code, prototyping with machine learning models, and working with transformer as well as transformer alternatives like SSMs and modern RNNs models. - One or more scientific publication submission(s) for...

  • Research Scientist

    Vor 3 Tagen

    Zurich, Schweiz Microsoft Vollzeit

    The Microsoft Mixed Reality & AI Labs in Zurich, Cambridge, and Belgrade sit at the forefront of research, hardware, and software development in the field of virtual presence and human understanding in mixed reality. Comprising a diverse, multidisciplinary team, we approach our work not just as an exciting technological opportunity, but with a responsibility...

  • Lead Research Scientist

    vor 7 Monaten

    Zurich, Schweiz Sony Electronics Vollzeit

    Location: Flexible - Zurich, Tokyo or North America. Roles and Responsibilities:- Supervise a team of research scientists and engineers- Formulate real world problems into machine learning problems- Investigate new algorithms and approaches to solve AI problems- Write code to support research, usually in python- Write reports and give presentations for...

  • Research Internships at Mixed Reality

    vor 7 Monaten

    Zurich, Schweiz Microsoft Vollzeit

    It has never been a more exciting time at the Mixed Reality & AI Lab in Zurich! Our team is building the future of mixed reality. We are passionate about using computer vision to map and understand the environment, recognize and track relevant objects, and assist the user in performing the task at hand. We continue to advance the state of the art in Computer...

  • Research Scientist, Device Automation

    Vor 2 Tagen

    Zurich, Schweiz Google Vollzeit

    Minimum qualifications: - PhD in Computer Science, related field, or equivalent practical experience. - Experience with Operating Systems research. - Experience with Python, C++, and Machine Learning libraries (e.g., TensorFlow, JAX, PyTorch, or others). Preferred qualifications: - Experience with conducting research or publishing on the topic of device...

  • Research Scientist, Photorealistic, Large-scale

    vor 7 Monaten

    Zurich, Schweiz Meta Vollzeit

    **Research Scientist, Photorealistic, Large-Scale Scene Representations Responsibilities**: - Leading and participating in cutting edge research for ML-based 3D modeling and rendering, computer vision, and graphics - Developing efficient deep neural network models for 3D content generation and tracking - Contributing research that can be applied to Meta...

  • Research Scientist, Computational Photography

    Vor 2 Tagen

    Zurich, Schweiz Google Vollzeit

    Minimum qualifications: - PhD in Computer Science, related technical field or equivalent practical experience. - Experience in research in computer vision, graphics, audio, machine learning, and/or HCI. - Experience programming in C, C++, Python. - Experience contributing to research communities, including published papers in venues like CVPR, SIGGRAPH,...

  • Research Scientist, Visual Language Models

    vor 7 Monaten

    Zurich, Schweiz Google Vollzeit

    **Minimum qualifications**: - PhD degree in Computer Science, a related field, or equivalent practical experience. - Experience with Generative AI and use cases. - Experience with Machine Learning, Deep Learning, Reinforcement Learning, Computer Vision. - One or more scientific publication submission(s) for conferences, journals, or public...

  • Director of Machine Learning

    vor 8 Monaten

    Zurich, Schweiz Axelera AI Vollzeit

    **About us** Axelera AI revolutionizes the field of artificial intelligence by developing a cutting-edge hardware and software platform for accelerating computer vision on edge devices. Our platform, built using proprietary in-memory computing technology and RISC-V dataflow architecture, delivers industry-leading performance and usability at a fraction of...

  • Research Scientist

    vor 7 Monaten

    Zurich, Schweiz INTEL Vollzeit

    Supports software development and engineering of new artificial intelligence, machine learning, and deep learning products and technologies for the enterprise through research, leading to new or improved software products. Researches technological trends and advancements, recommending strategic product enhancements to ensure product relevancy and support...

  • Research Scientist, Photorealistic, Large-scale

    vor 7 Monaten

    Zurich, Schweiz Meta Vollzeit

    **Research Scientist, Photorealistic, Large-Scale Scene Representations (PhD) Responsibilities**: - Participating in cutting edge research in neural 3D modeling and rendering, computer vision, and graphics - Developing efficient deep neural network models for 3D content generation and tracking - Contributing research that can be applied to Meta VR/AR...

  • Research Associate

    vor 6 Monaten

    Zurich, Schweiz Google Vollzeit

    **Minimum qualifications**: - Bachelor's degree in Computer Science, a related field, or equivalent practical experience. - Experience writing machine learning code, prototyping with machine learning models, working with transformer, as well as transformer alternatives like SSMs and modern RNNs models. - One or more scientific publication submission(s) for...

  • Research Scientist Intern, Machine Perception for

    vor 6 Monaten

    Zurich, Schweiz Meta Vollzeit

    Egocentric human action recognition and anticipation - Hand motion sequence modeling for hand-object interaction using deep generative models or physical simulation - Representation modeling (e.g., implicit, appearance, geometry) of hands, bodies and objects for fast simulation and tracking - Efficient deep learning (e.g., neural architecture search,...