Applied Machine Learning Researcher
Location: Tel Aviv
About the company
We are an Israeli startup company. Our vision is to bridge the language barrier and cultural gap of entertainment experiences. deepdub provides the entertainment industry with the ability to seamlessly localize content into multiple languages at the click of a button, while retaining and expanding the original entertainment experience. Think of Morgan Freeman speaking in Hebrew, Spanish, German, Italian, etc., in his own distinct deep voice.
At deepdub, we believe that high quality research is the core of our success. The problem space we tackle is unique, and involves a mixture of advanced domains of science. Spanning across machine and deep learning, signal processing, natural language understanding and computer vision.
About the role
What you’ll do
- Build, analyze and deploy state-of-the-art models at scale and in production environment
- Analyze data and model errors to improve the overall performance of our product
- Optimize model training and inference routines, to constantly improve the research cycle
- Research and develop key metrics and performance indicators to measure localization quality
- Take an active part in research planning, brainstorming, experimentation, to support team members and company milestones
- Grow our common assets, such as code, utilities
- Track conferences, research papers, lecture in internal seminars on a regular basis
You’ll know you’re a good fit if you are
- PhD or MSc Computer Science/Electrical Engineering/Mathematics or equivalent, with expertise in deep learning.
- 5 years experience as machine learning researcher or equivalent
- Proficiency in python, pytorch and numpy
- Proficiency in one or more of the following:
- Deep generative models
- Audio processing
- Computer vision
- Language processing
- Multi-modality learning
- Experienced with large scale training on cloud platforms
- Strong recommendations, people that worked with you, will follow you.
- You like ninjas and think they are cool
- You are an excellent communicator
- You take on more responsibility than you are given.
- Self motivated and team player
- Drive to learn and master new technologies and techniques
- You are eager to grow your skills
- You want to move fast, break things, but create beautiful things.