We are looking for a self-driven professional who can take business ideas and translate them into machine learning applications. Currently, we are working on an exciting new product called ‘Content-as-a-Service’ which utilizes neural networks to generate compelling product descriptions from provided input keywords. Automating the content generation process has a huge potential benefit for the rising industry of E-commerce businesses. Your job will be to develop high performing machine learning models that can generate high-quality content that can rival human-generated content and establish internal processes that enable continuous improvement of these models based on feedback.
To do this successfully, you need exceptional skills in data science and software engineering.
Your ultimate goal will be to contribute to generating human quality content for businesses to benefit, which results in shaping and building efficient self-learning applications.
Design, build, deploy and maintain scalable web applications
Collect, clean and prepare datasets
Train, deploy and maintain machine learning models
Build automated data pipelines
Translating product ideas into technical implementations
Integrate web services through REST APIs/Notification systems to other services
Identify opportunities and implement best practices to continuously improve our existing systems
Understanding of data structures, data modelling and software architecture
Practical machine learning/data science background (Natural Language Processing preferred)
Knowledge of backend development (python framework is an advantage)
Experience with NLP python packages (nltk, gensim, spacy, etc.)
Experience in web scraping for building datasets and preprocessing data
Experience in training and fine-tuning neural networks
Experience with machine learning frameworks (Keras / Tensorflow / Pytorch)
Experience with sequence-to-sequence models (RNN, CNN, Transformers)
Commercially-minded with a strong understanding of what’s needed in order for projects to be profitable, as well as exceed our customer’s expectations
Excellent communication skills and the ability to work in a team environment as well as independently
What you'll get:
Be part of a dynamic and driven team, in which teamwork is as important as celebrating individual successes – big or small
A company with a very flat hierarchy and open doors to spar with anyone
Diverse career development possibilities
Flexibility. Fancy working from the beach sometime during the year? That's ok! As long as you have a great internet connection and can support us on CET hours.
Work in one of the hippest areas of Copenhagen in an open space office in which the only arguments are about which music to play
A team of 15 nationalities in the office and a remote team of our amazing linguists worldwide so you can always broaden your horizon in terms of your language and cultural skills