Expert in AI/NLP/ML

il y a 4 semaines


Brussels, Belgique Infinity Quest Temps plein

RequirementsUniversity degree in IT or relevant discipline, combined with minimum 15 years of relevant working experience in IT;At least 3 years of specific expertise with robust back-end application development with Python;At least 2 years of specific expertise with ETL workflows for batch and streaming processing, document ingestion and parsing of multiple formats, such as PDF, Docx and HTML;At least 3 years of specific expertise with SQL RDBMS or equivalent (e.g, PostgreSQL, MySQL);At least 3 years of specific expertise with RESTful API design principles, OpenAPI/Swagger documentation, async endpoint development, streaming endpoints, production grade logging/monitoring ;At least 1 years of specific expertise with Azure Functions, Azure AI Search, Azure Blob storage;At least 1 years of specific expertise with vector databases and semantic search technologies, such as embedding models, hybrid search algorithms, indexing and reranking techniques;Experience in the field of corpus based linguistics and alignment models and classification methods;Experience with data analytics over big datasets, non-structured databases as well as data lakes;Excellent knowledge of Perl, Python, Matlab, R and its NLP/ML libraries (SpaCy, NLTK, scikit-learn, pandas...);Excellent knowledge of machine learning techniques and algorithms, such as k-NN, Naive Bayes, SVM, Decision Forests, Neural Network, and/or artificial intelligence frameworks.;Excellent knowledge of Data Management ;Good knowledge of AWS and/or Azure;Good knowledge of Linux;Good knowledge of Unix and Bash;Good knowledge of natural language processing systems lifecycle and agile software development methodologies;Good knowledge of quality assurance and quality control for machine translation (MT) and experience with MT quality procedures, testing methodologies and tools, such as automatic quality metrics (BLEU scores and similar) and human evaluation of MT quality;Knowledge of query languages, such as SQL, Hive, Pig, etc and with information extraction;Knowledge of NoSQL databases, such as MongoDB, Cassandra, HBase, etc.Knowledge of data visualization tools, such as D3.js, GGplot, etc ;Expertise in back-end development with Java or PHP would be an asset;Excellent command of the English language .


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