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[Oc170] | Senior Computational Linguist
hace 2 meses
Sigma AI is a global training data collection, preparation and annotation services company.
With 30+ years of experience in the data annotation space, we support companies with the right mix of people, processes and technology to train smarter AI that serves humans better.We're looking for a Senior Computational Linguist to collaborate with the Natural Language Processing team on the design and development of AI-based solutions for clients and grant-funded projects.ResponsibilitiesTo collaborate with the Sigma AI team in the analysis of customer proposals, preparation of offers, carrying out of tests or pilots, and training of the team of annotators or reviewers.To configure annotation tools, automatically pre-annotate or generate data if possible, or implement active learning models to accelerate the annotation process, evaluate the quality of projects using quality metrics, and automatically detect errors.RequirementsMaster's degree in computational Linguistics or NLP.Over 5 years' experience in AI companies, working on text classification projects, NER, relationship detection, question-answering, machine translation, language modeling, automatic transcription and/or dialogue systems.Experience in training machine learning models and neural networks.Experience in using and fine-tuning transformer-based language models such as BERT and GPT.Programming with Python, Linux, and Bash scripting.PreferredKnowledge of audio, video and text annotation tools, active learning models and quality metrics.Knowledge of Python NLP libraries: NLTK, Scikit-learn, Spacy, RASA and Transformers.Acoustic analysis tools such as PRAAT.Computer assisted translation (CAT) tools.Descriptive and inferential statistics.Experience in annotation projects.Knowledge of linguistic typology.
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