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Data Scientist - NLP (remote)

Зарплата
От 5000 $
Местоположение и тип занятости
Полный рабочий день · Можно удаленно
Компания
Tech in food industry

Описание вакансии

Whisk is a fast-growing company with the objective to "understand" food (recipes, products) and user preferences in order to provide intelligent insights and recommendations. Over several years we have been building knowledge and technology in that area, with the great help of Machine Learning.

We are globally distributed and our team lives across the world in different locations – we all work together remotely. Living in a place that makes us happy is important to us.

We recently joined Samsung NEXT - the innovation division of Samsung, which allows us to accelerate our development and hire new talented people

We look for talented and experienced engineer join our team and contribute to range of products including B2C, B2B and internal applications. You will need to make sure that result application meet high-quality standards.

What you’ll do:

  • Improve the efficiency of current DL/NLP solutions at Whisk for multilingual NER/Classification/Clustering tasks. Keep an eye on SoTA approaches and apply the best solutions to our tasks.

  • R&D on new projects, based on our data (recipes text, images, user's traffic&behavior data) for B2B and B2C.

  • Improve ML Pipelines & infrastructure in tight collaboration with ML & data engineers

Requirements:

  • Minimum of 2 years working in Data Scientist role. And you have long term NLP projects, pushed to production.

  • It's mandatory to have good expertise in NLP domain (NER, multiclass/multilabel classification/topic modelling, etc) and practical experience with classical & modern approaches (BoW, tf-idf, convolutional/recurrent NN, CRF, fasttext, transformers, etc.).

  • You have strong hands-on experience with standard python DS stack and PyTorch (it's our main DL framework). You write clean and production-ready code.

  • Good spoken level of English

Beneficial:

  • You have hands-on experience of pushing DL solutions to production and familiar with ML automation stack (MLFlow, Kubeflow,  etc)


What we offer:

  • Full-time workload
  • Remote work
  • Long-term projects
  • Possible business trips to Birmingham, UK and Tel-Aviv, Israel offices
  • Competitive salary based on your skills

    Дополнительные инструкции

    Please, make sure your profile information (Moikrug or LinkedIn) is up to date and a cover letter is appreciated

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