Requirements
β’ Highly self driven and responsible
β’ Five years experience with applied machine learning
β’ Comfortable with python, feels at home on linux
β’ PhD in computer science, math or similar
Advantages
β’ Experience leading applied research independently or with a team
β’ Experience with ML python tools such as scikit, Tensorflow, Keras, numpy
β’ Experience with ASR
β’ Experience with NLP tools such as srilm
Responsibilities
As a Senior Machine Learning Engineer, you will build, extend and optimize spoken language understanding systems:
β’ Implementing and improving acoustic modeling tools, training recipes and prototypes in Kaldi utilizing programming skills in Python and/or C++
β’ Conducting experiments to assess the quality of speech recognition and natural language processing models and to study the effectiveness of different modeling techniques
β’ Collecting and analyzing data in order to identify areas of possible improvement or enhancement of the system
β’ Presenting and discussing ideas and results
Your daily tasks will include:
β’ Train and assess acoustic and language models using existing or modified recipes in Kaldi
β’ Work with NLP tasks such us text classification or punctuation error identification using PyTorch and/or TensorFlow
β’ Work on ASR related tasks such as music detection or speaker diarization
β’ Deploy ML models into production
About Dev.Pro
We are a US-based outsource software development company that has been delivering exceptional software experience to our clients since 2011, helping technology companies to become industry leaders.
Over the past few years, weβve been hiring specialists all over the world while our main development centers were in Ukraine. Now, we keep expanding and start growing our centers in different parts of the world. Dev.Pro is open to hire specialists from other countries as well as Ukrainians who live outside of Ukraine now. We stand with Ukraine and keep supporting our people by offering a friendly remote environment while adhering to the values of democracy, human rights, and state sovereignty.
As a company of professionals, Dev.Pro offers challenging and interesting projects with world-leading clients, a modern technology stack, and career opportunities for both technical and non-technical specialists.
We focus on what we value the most:
β’ Personal and professional development β get access to trainings, attend English classes with native speakers
β’ Openness and support β you can count on setup support and equipment
β’ A culture of growth β discover opportunities for yourself with the help of our Career Development Department, getting personal career plan and personality analysis
Company website:
http://dev.pro
DOU company page:
https://jobs.dou.ua/companies/dev-pronet/
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