Overview
We are looking for an Expert in Artificial Intelligence & Machine Learning, who will work for one of our most prestigious clients, an international research center based in Italy.
The person we are seeking will be involved in the following tasks:
– Collection of business requirements and development/customization/deployment/maintaining/ improvement of software applications in the field of data mining, Natural Language Processing (NLP), Machine Learning (ML) and/or Artificial Intelligence (AI);
– Interaction with the business analysts, customer, users, project leaders and developers; Interact with data stewards and other IT stakeholders to define the data rules;
– Training of custom machine learning / deep learning models based on structured and unstructured 2 data;
– Selecting features, building and optimizing classifiers using machine learning techniques;
– 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;
– Analysing data architecture for consistency, completeness, accuracy and reasonableness; proposing and implementing related improvements;
– Contributing for the analysis of data management vision, strategy and policy and derive the IT requirements;
– Scripting and programming, and related testing and tuning;
– Defining data controls and implement/debug/test/recommend actions to ensure data quality and integrity, and for improvement on methodology;
– Creating automated anomaly detection systems and constant tracking of its performance;
– Contributing to the design and implementation of the analytics architecture and its solution stack (including performance aspects, physical design, capacity dimensions etc…);
– Writing the different documentation associated with the tasks and liaise with other project teams as necessary to address cross-project interdependencies
The ideal candidate should have:
– Excellent and proven knowledge in Python 3, package managers (PIP, Conda) and Jupyter. Knowledge of Perl, Python, Matlab, R is an asset.
– Excellent and proven knowledge in Elasticsearch and good knowledge of the other Elastic Stack components (Kibana, Beats & Logstash)
– Excellent and proven knowledge of SQL tooling (RDBMS, NoSQL) and related query languages
– Excellent knowledge of Data Analytics techniques and tools over big datasets, non-structured databases as well as data lakes
– Knowledge of data visualisation tools (such as D3.js, GGplot, etc.) and/or of business intelligence tools (e.g. PowerBI, Tableau, SAS, SAP, GoodData…)
– Knowledge of Data Management
– Knowledge in Data Engineering tasks (including, but not limited to building systems and pipelines, optimization of algorithms, definition of architectures and functional blocks aligned with software engineering best practices)
– Knowledge in Natural Language Processing (NLP), Neural Networks and Deep learning libraries, and Classical Learning (e.g. Pattern search, Clustering, Classifications) algorithms
– Proficient in continuous code delivery and unit testing and agile software development methodologies
– Knowledge of architectural design and implementation of scalable modern data stores.
– Knowledge in at least three 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
– Good applied statistics skills, such as distributions, statistical testing, regression, etc.
– Ability to write, debug and validate code and results, to learn new approaches and technologies and to scout for new solutions efficiently and fast
– A degree in a relevant discipline is a valuable asset;
– Good knowledge of the English language is required.
We offer a competitive salary package, commensurate to the professional background.
Workplace location: Ispra (VA), with possibility of smart-working
Company:
Piksel SRL
Qualifications:
Language requirements:
Specific requirements:
Educational level:
Level of experience (years):
Senior (5+ years of experience)
