Senior ML Engineer I

Company
Krisp
Category
Job Address
Application Deadline
IT
Yerevan, Armenia
11/07/2021
Responsibilities
- Gain domain-specific knowledge - Studying the digital representation of audio and video data - Digital Signal Processing - Human Speech Structure - Relevant manipulations of speech and video data - Research and implement appropriate ML/DL algorithms and tools for the Noise Cancellation problem - Research, find and use appropriate datasets and data representation methods - Conduct ML experiments, look at test cases, and advise QA on adjacent code/regression impact; own the technical testing and performance plan - Fine-tune models based on test results and user feedback, train and retrain systems when necessary - Be on top of industry trends, research and propose new technologies - Ensure professional software development - Own and lead security, performance, availability and scalability aspects of the project - Communicate technical decisions through design docs and tech talks - Mentor junior engineers via pairing, design review, and code review - Understand the tradeoffs between technical, analytical and product needs and lead to solutions that take all such requirements into consideration
Required Qualifications
- MSc or PhD in Mathematics, Physics or Computer Science - Knowledge of mathematics, particularly linear algebra, probability, statistics, optimization - Analytical and problem-solving skills - Proven experience as a Machine Learning Engineer or a similar role - Ability to write production-level code in Python - Familiarity with machine learning frameworks (e.g. TensorFlow, Keras, PyTorch) and relevant libraries - Understanding of training data structures, data modeling and software architecture - In-depth understanding of mathematical ideas underlying ML algorithms - Good knowledge of data structures and algorithms - Familiarity with voice and digital signal processing is a plus - Excellent communication skills and team spirit
Application Procedures
All interested candidates are encouraged to submit their applications: https://jobs.smartrecruiters.com/Krisp1/743999752446991-senior-ml-engineer-i Please mention in your application that you have learned about this position from MyJob.am
Additional Information
We are looking for a talented Senior ML Engineer to join our experienced research team at Krisp. You will join a team working on a unique technology around the Noise Cancellation problem. You will support a research product's complete life cycle. This includes software development, gaining domain-specific knowledge related to the problem, research into state-of-the-art approaches to similar problems, data preparation, and training of cutting-edge ML/DL algorithms, determination of testing priorities, fine-tuning of models, etc.