Role overview

Qualifications

Master Degree in a related field with 11 years of professional experience in IT.
+3 years of professional experience in the domain as a Data Scientist.
Experience in Machine Learning and Natural Language Processing.
Excellent knowledge of Perl, Python, Matlab, R and NLP/ML libraries (SpaCy, NLTK, scikit-learn, pandas).

Responsibilities

Development and maintenance of NLP/ML/AI software applications.
Training of custom ML/DL models based on structured and unstructured data.
Selecting features, building and optimizing classifiers using machine learning techniques.
Interact with data stewards and other IT stakeholders to define the data rules.

Key facts

Remote from: Belgium
Freelance
Data Scientist
English

Hard skills

Natural Language Processing (NLP) Python (Programming Language) Deep Learning Machine Learning Social Media Linux Unix Web Crawling NoSQL Support Vector Machine MATLAB Apache Cassandra JavaScript Libraries Pandas (Python Package) Industry Trend Analysis Statistical Classification AWS Cloud Services SQL (Programming Language) Topic Modeling R (Programming Language) Machine Learning Machine Learning Computational Linguistics Apache Pig Information Extraction MongoDB Data Cleansing Data Governance Microsoft Azure Sentiment Analysis Recommender Systems Data Integrity Data Processing Anomaly Detection Scikit-Learn (Python Package) Naive Bayes Classifier Data Visualization Decision Tree Learning Solution Architecture Bash (Scripting Language) Perl (Programming Language) Master Data Management Ggplot2 Data Mining Feature Selection Artificial Neural Networks Machine Translation Metadata Management Predictive Modeling NLTK (NLP Analysis) SpaCy (NLP Software) Apache HBase Apache Hive Apache Hadoop Agile Software Development Stakeholder Communications Training Analysis

Other skills

Collaboration
Communication

About the company

All-European Careers

Information Technology & Services

All European Careers is specialized in hiring and selecting Java talent for leading companies in Europe on Permanent / Contingent Recruitment or Project sourcing base in Europe. The cornerstone of our service is providing tailor-made work, as part of a close partnership with our customers and candidates. Using our unique work method All European Careers succeeds in approaching active as well as passive candidates in Europe. Whether you are an IT professional looking for an IT job or an employer looking to recruit on a permanent or contract base, our experts can provide unique insight and unparalleled access to the best roles and the best people.

Company details

IndustryInformation Technology & Services

Company size51 - 200

Links

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Job description

This is a remote position.

For one project at a European Institution in Belgium, we’re currently looking for a Full Remote (Senior) Data Scientist.

Candidates need to be based in Europe and have a workpermit. EU Candidates need to be fluent in English. This position is open for employees and freelancers.

Tasks and responsibilities:

Development and maintenance of software applications in the field of Natural Language Processing (NLP), Machine Learning (ML) and/or Artificial Intelligence (AI);
Training of custom machine learning / deep learning models based on structured and unstructured data;
Selecting features, building and optimizing classifiers using machine learning techniques;
Follow studies and developments aiming at improving the quality of machine translation (MT) engines for each installed language pair;
Interact with data stewards and other IT stakeholders to define the data rules;
Creating automated anomaly detection systems and constant tracking of its performance;
Data mining using state-of-the-art methods;
Processing, cleansing, and verifying the integrity of data used for analysis;
Design the IT architecture for solutions in the NLP / ML / AI fields, and coordinate its implementation considering master- and meta-data management concepts;

Profile:

Master Degree in a related field with 11 years of professional experience in IT.
+3 years of professional experience in the domain as a Data Scientist;
Experience in Machine Learning and Natural Language Processing;
Excellent knowledge of Perl, Python, Matlab, R and its NLP/ML libraries (SpaCy, NLTK, scikitlearn, pandas);
Good knowledge of SQL tooling (NoSQL DB, MongoDB, Hadoop, SQL);
Knowledge of query languages, such as SQL, Hive, Pig, etc and experience with information extraction;
Knowledge of NoSQL databases, such as MongoDB, Cassandra, HBase, etc;
Knowledge of data visualisation tools, such as D3.js, GGplot, etc;
Good knowledge of AWS and/or Azure;
Good knowledge of Linux;
Good knowledge of Unix and Bash;
Excellent knowledge of machine learning techniques and algorithms, such as k-NN, Naive Bayes, SVM, Decision Forests, Neural Network, and/or artificial intelligence frameworks.
Knowledge in one of the following areas: predictive (forecasting, recommendation), prescriptive (simulation), sentiment analysis, topic detection, social media crawling and processing, plagiarism detection, trends/anomalies detection in datasets, recommendation systems.
Experience in the field of corpus based linguistics;
Experience with alignment models and classification methods;
Good knowledge of natural language processing systems lifecycle and agile software development methodologies;
Fluent in English;

Interested: Please forward your resume to resume@all-european-careers.com