Senior ML Engineer (ASR)
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Условия работы
We are looking for Rockstar Developers to work on our microservices applications. We are looking for self-motivated people to join our awesome team and help us build the platform of the future. We have application development needs in AI, Communications, ML, and AR/VR, Front End, and Back End. If you are passionate about technology, then join our team of Russian/English Speaking Developers!
Responsibilities
- Build Voicebot Application for our Command Center and Hosted Call Center Platform
- Develop new ASR and SST models and algorithms
- Develop our Machine learning engine to run at scale using Microservices.
- Deploy machine learning models at scale, considering efficiency, error handling and security
- Develop and apply automatic labeling techniques
- Work together with Back End and Product teams for features implementation
Requirements
Must have:
- Minimal level of English Pre-Advanced (C1) and higher – MUST!
- 3-5 years or more as Senior Developer
- Design patterns and microservices experience
- Good knowledge of modern Audio Domain: ASR, TTS, VAD etc.
- Good knowledge of Computer Science, Probability Theory, Statistics, ML/DL
- Modern ML/DL stack: Python3, Numpy, Pytorch, Keras/Tensorflow, Sklearn, Pandas, Git
- Experience working on Enterprise applications
- Experience with Docker
- Familiarity with MsSQL server (T-SQL), Redis, RabbitMq
- Experience working in or managing a team environment
Nice to have:
- Experience with ONNX, TorchScript
- Familiarity with Kafka
- Experience with Highload
- NoSQL databases (MongoDB, ClickHouse, CassandraDB)
- Experience with Cloud (preferably Azure)
- Experience with Angular 2 (or higher) and TypeScript