Overview
Job Introduction
Serco is a partner of choice to the European Institutions and other International Organisations. For the past 30 years, we have been providing European and International Organisations a wide range of services including ICT services in support, infrastructure, operations and development as well as managing different contact centres for the key European Institutions, agencies and organisations, in Brussels and across Europe.
What connects the ever-growing Serco workforce is a passion for delivering great service
– To keep ahead, we have to evolve continually and enhance the way we deliver our services. Everyone in Serco has a role to play, here.
Serco provides the right environment to encourage ideas and a comprehensive Best Practice support network that enables them to put their ideas into action.
We are hiring an **Expert in AI/NLP/ML (AL/NLP/ML)** for our prestigious partner DIGIT TM (DG Informatics) **in Brussels**. DIGIT-TM is a contract from the European… Commission for IT services across Europe.
If you like to work in a multi-cultural and dynamic environment, this opportunity can answer to your expectation.
• *We look forward to meeting you Discover the offer below and click on ‘Apply’ if you know that your skillset and talents are a suitable match for this opportunity.**
At Serco, we do not only offer a career but also the opportunity to join a community where everyone’s wellbeing matters, by living out the Serco values in all we do
Main Responsibilities
Are you looking to secure a career in a public sector environment? We would love to hear from you
As an **Expert in AI/NLP/ML (AL/NLP/ML)** you will be responsible for:
– Architect, set up and manage an MLOps infrastructure;
– Manage the lifecycle of ML models, including version control, build automation, CI, testing, monitoring, automation, disaster recovery;
– Training of custom machine learning / deep learning models based on structured and unstructured data when the case;
– Selecting features, building and optimizing classifiers using machine learning techniques when the case;
– Studies and developments aiming at improving the quality of machine translation (MT) engines for each installed language pair;
– Define data controls and implement actions to ensure data quality and integrity;
– Creating automated anomaly detection systems and constant tracking of its performance;
– 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;
– Analyse data architecture for consistency, completeness, accuracy and reasonableness;
– Provision of security studies, security assessments or other security matters associated with information system projects;
– Contributing for the analysis of data management vision, strategy and policy and derive the IT requirements;
– Contributing to the design of the IT architecture considering master
– and meta-data management concepts.
In return, we offer a friendly, supportive and professional environment that respects your work/life balance and ultimately contributes to the delivery of public services in Belgium and around the world.
• *LEVEL OF EDUACATION**
– Masters Degree of 5 years
• *KNOWLEDGE AND (NON- TECHNICAL) SKILLS**
Please specify the knowledge and skills necessary for the performance of the above list tasks:
– Good knowledge of managing a MLOps / Big Data infrastructure.
– Experience with managing the full lifecycle of ML models.
– Good knowledge of TensorFlow (TFX), PyTorch, Kubeflow or equivalents.
– Good knowledge of AWS and/or Azure.
– 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.
– Experience in the field of corpus based linguistics.
– Experience with alignment models and classification methods.
– Experience with data analytics over big datasets, non-structured databases as well as data lakes.
– Very good knowledge of cloud solutions for datawarehouse, datalakes and business intelligence solutions.
– Ability to give business and technical presentations.
– Ability to cope with fast changing technologies.
– Very good communication skills with technical and non-technical audiences.
– Analysis and problem solving skills.
– Capability to write clear and structured technical documents.
– Ability to participate in technical meetings and good communication skills.
– Capability of integration in an international/multicultural en
Company:
Serco Europe
Qualifications:
Language requirements:
Specific requirements:
Educational level:
Level of experience (years):
Senior (5+ years of experience)
