AI Solutions Architect

At Uni Systems, we are working towards turning digital visions into reality. We are continuously growing and we are looking for a AI Solutions Architect with focus on Machine learning and NLP to join our UniQue team.

What will you be doing in this role?

• Collect business requirement and analyze advanced AI solutions or identify and assess relevant existing data mining, machine learning and business intelligence solution
• Specification and design of presentation interfaces with optimal usability/user experience
• Produces data models according to specific problems statements
• Contribute to the design and implementation of the analytics architecture and its solution stack (including performance aspects, physical design, capacity dimensions etc…)
• Write the different documentation associated with the tasks and liaise with other project teams as necessary to address cross-project interdependencies
• Interact with data stewards and other IT stakeholders to define the data rules
• Define data controls and implement actions to ensure data quality and integrity
• 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
• Participate in the design of the IT architecture for solutions in the NLP / ML / AI fields, and coordinate its implementation considering master- and meta-data management concepts
• Analyze data architecture for consistency, completeness, accuracy and reasonableness
• Contributing for the analysis of data management vision, strategy and policy and derive the IT requirements
• Analysis of Business requirements
• Documentation of Business requirements
• Business model analysis
• Business process analysis
• Business processes modelling
• Functional requirements and business cases analysis
• Risk analysis
• Assistance in Business cases, Vision documents, Project Charters and Security Plans
  

Requirements

What will you be bringing to the team?

• Have a minimum a Bachelor's degree
• Possess at least 13 years of experience in IT, out of which 3 years in similar position
• Understanding of architectural design and implementation of scalable modern data stores.
• Strong command of machine learning techniques and algorithms, such as k-NN, Naive Bayes, SVM, Decision Forests, Neural Network, and/or artificial intelligence frameworks.
• Great competence Natural Language Processing and Large Language Models
• Good knowledge of agile software development methodologies
• Expertise in the field of corpus-based linguistics
• Competence with alignment models and classification methods
• Understanding of Graph Databases
• Experience with data analytics over big datasets, non-structured databases as well as data lakes
• Good knowledge of SQL tooling (NoSQL DB, MongoDB, Hadoop, SQL)
• Knowledge of information systems matters
• Familiarity with large organization administrative business processes
• Good knowledge of analysis/modelling tools and techniques (use case diagram, state diagram, entity relationship model, interaction diagrams etc.)
• Comprehensive grasp of BPMN or UML or other with equivalent value
• Exposure to Wiki and collaborative sites
• Familiarity with languages like R, Python, PERL
• of business intelligence tools (Tableau, Qlik, SAS, SAP, GoodData…)
• Expertise in the ETL processes and tools (SAS, Talend Open Studio…)
• 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
• Proficiency in English at C1 level
• Proficiency in French at B2 level is considered an advantage

At Uni Systems, we are providing equal employment opportunities and banning any form of discrimination on grounds of gender, religion, race, color, nationality, disability, social class, political beliefs, age, marital status, sexual orientation or any other characteristics. Take a look at our Diversity, Equality & Inclusion Policy for more information.