Senior ML Engineer (ASR)

Зарплата

от 4000 до 5000 $

Местоположение и тип занятости

Полный рабочий деньМожно удаленно

Компания

We create communication, data analytics, and automation solutions that work with virtually everything.

Описание вакансии

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