À propos
Job Location: Ottawa, Ontario
Location Flexibility: Primary Location Only
Req Id: 5073
Posting Start Date: 1/28/26
**Fujitsu Canada is seeking a full-time, permanent Data Scientist to support enterprise-scale Knowledge Management (KM) modernization projects. This role focuses on AI/ML/NLP development, semantic enrichment, and data transformation in hybrid environments, contributing to the delivery of intelligent, scalable KM solutions.**
**Responsibilities**
+ Design and implement AI/ML models for semantic search, contradiction detection, and content rewriting.
+ Build and query knowledge graphs using RDF, SPARQL, and ontology design.
+ Develop and optimize XSLT stylesheets and XPath expressions for XML transformation.
+ Author and manage structured content using DITA XML and document-as-code principles.
+ Design and execute Extract, Transform, Load (ETL) workflows using Python and tools like Talend or Apache NiFi.
+ Conduct data lineage and metadata management to ensure traceability and integrity.
+ Collaborate with cross-functional teams including architects, linguists, and content authors.
+ Support iterative development cycles, rapid prototyping, and continuous integration.
+ Integrate AI frameworks with SharePoint Online, Microsoft 365, and workflow automation tools.
+ Handle bilingual datasets and merge English/French content into unified knowledge articles.
**Mandatory Skills**
+ Master's degree in Data Science, Artificial Intelligence, Machine Learning, or Computational Linguistics.
+ Proficiency in Python and libraries such as TensorFlow, PyTorch, Scikit-learn, Hugging Face Transformers, Pandas, and lxml.
+ Experience with supervised, unsupervised, and reinforcement learning models.
+ Expertise in NLP techniques including tokenization, entity recognition, topic modeling, and semantic search.
+ Experience with knowledge graphs and semantic enrichment.
+ Strong understanding of XML structure, namespaces, and DOM manipulation.
+ Experience with relational databases (PostgreSQL, Oracle, SQL Server) and normalized schema design.
+ Familiarity with Git for version control and collaboration.
+ Experience with Azure Cognitive Services and DevOps pipelines.
+ Bilingual proficiency (English/French) for content handling and stakeholder engagement.
+ Experience in regulated or public sector environments.
**Nice to Have Skills**
+ Familiarity with LLMs (e.g., GPT-4, Claude) for content generation and summarization.
+ Experience with FAISS or Pinecone for semantic clustering.
+ Exposure to FrameNet and other linguistic resources for semantic understanding.
+ Experience with shell scripting, Typescript, Scala, or R.
+ Use of Power BI, Tableau, or Quicksight for post-migration analytics.
+ Understanding of bias mitigation, explainability, and responsible AI practices.
+ Experience with contradiction detection and semantic validation.
+ Familiarity with document chunking for retrieval-augmented generation (RAG).
**General Requirements**
+ Must reside in theGatineau area in Quebec.
+ Hybrid work arrangement - onsite at least three days per week, with additional days as needed.
+ Strong organizational and time management skills.
+ Commitment to quality and attention to detail.
+ Ability to work independently and collaboratively.
+ Willingness to learn new tools and technologies.
+ Eligibility for Reliability Security status; minimum five years' residency in Canada.
+ Experience working in a multicultural or multilingual environment.
+ Familiarity with agile or other modern project management methodologies.
+ Previous experience in a remote or hybrid work setting.
Relocation Supported: No
Visa Sponsorship Approved: No
Compétences linguistiques
- English
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