Data Scientist

1 semana atrás


Lisbon, Portugal Open Data Science Tempo inteiro

Data Scientist / Machine Learning EngineerWe are hiring a data scientist to join our team which is driving innovation in hiring. In this role, you will need to combine your software engineering skills with a strong understanding of data-driven problem-solving. You will be responsible for maintaining, evaluating, and improving our current models while actively looking for opportunities using new developments in AI. You will be working closely with the Head of Product and will need to have an intuition for how data can improve our customer experience.About the companyPitchMe is an HR Tech startup building solutions focused on reengineering the recruitment life cycle and solving the biggest challenges in talent acquisition. We use hundreds of data points to build a true reflection of each person’s experience and enrich clients' candidate databases with up-to-date employment and education history, skills, and experience in a matter of seconds.ResponsibilitiesTake ownership of data science and work directly with the Head of Product and foundersPlan and present progress on data science work to a business audienceLearn how our products work, and how our customers think, to evaluate how data science can contribute to customer valueWork closely with the Engineering team lead and software engineers to ensure our data science stack is integrated into our productEvaluate and improve our current models for skills extraction and matchingConstantly look for new data sources applicable for data extraction for skills assessment purposesImplementation of best practices for retraining models as well as monitoring the performance of models in production (MLops)Deployment of ML models in the production environmentRequirements3+ years experience in a professional settingExperience with NLP problems: NER, sentence embeddings, unsupervised learning, SOTA modelsFamiliarity with OpenAI: prompt engineering, JSON responses, and function callingProficiency with Python and machine learning frameworksExperience with lean/agile development and test-driven development practices preferredUnderstanding of the AWS ecosystem for MLExperience with OCR, CV models, and techniques would be beneficialAbility to communicate effectively in English, both orally and in writingWorking conditionsCompetitive salary + stock optionsRelocation opportunity (Portugal)Work in a remote-friendly environment with a flexible scheduleGeo-distributed team of experienced professionals and a collaborative work environment where employees are respected, supported, and engagedCareer development opportunities, including attendance at international conferences and meetups, and networking
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