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Artefact

Data and AI-driven business transformation consulting

Senior AI & Data Scientist

Applied Machine Learning +1Confirmed live in the last 24 hours
Full-timeMontreal, QC, Canada

About the Job

Requirements

  • The role requires 3–5 years of relevant data science experience and a substantial quantitative skill set.
  • Candidates need strong knowledge of statistics and machine learning algorithms, including proven experience developing and deploying models.
  • Candidates need proficiency in Python, including scikit-learn and XGBoost; PyTorch is a strong plus, and solid SQL skills are required.
  • Candidates need hands-on experience with large language models through evaluation, retrieval-augmented generation, or fine-tuning experiments; professional experience or substantial personal projects qualify.
  • Candidates need specialization in at least one major AI platform ecosystem: Google (Gemini, Vertex AI), Anthropic (Claude), or OpenAI, and familiarity with a cloud platform such as Google Cloud Platform, Azure, or AWS.
  • Candidates should be comfortable with AI-assisted development tools such as Claude Code, Gemini CLI, or Cursor.
  • Candidates need to present methodology and results to non-technical audiences.
  • A Master's degree or higher in statistics/mathematics, engineering, computer science, economics, or a related field is required, or equivalent experience.

Responsibilities

  • Translate business and marketing challenges into analytical use cases with clear hypotheses and success metrics.
  • Develop statistical and machine learning models, including regression, forecasting, classification, clustering, and causal inference.
  • Select techniques based on business context, constraints, and data availability, and justify those choices.
  • Deliver production-ready solutions through training, deployment, monitoring, and ongoing refinement.
  • Run fine-tuning experiments, including dataset curation, supervised fine-tuning, LoRA/PEFT, and rigorous evaluation against baselines.
  • Build evaluation suites for large language model systems, including benchmarks, LLM-as-judge patterns, and regression tests.
  • Work with embeddings and retrieval where they affect answer quality.
  • Contribute to model-selection decisions among prompting, retrieval-augmented generation, and fine-tuning, balancing cost, quality, and latency.
  • Build data pipelines for ingestion, transformation, and quality assurance across diverse data sources.
  • Create visualizations and dashboards that support data storytelling and decision-making.
  • Present findings to client stakeholders, translating methodology into business language.
  • Mentor junior data scientists and use AI-assisted tools such as Claude Code and Gemini CLI to improve the team's pace.

Desired Qualifications

  • Experience in causal inference, time series, or advanced statistics.
  • Experience with Hugging Face Transformers, LoRA/PEFT, or open-weight models.
  • Exposure to MLOps, including model versioning, pipelines, and monitoring.
  • Cloud certifications, especially Google Cloud Professional Machine Learning Engineer.

About the Company

Artefact

Data and AI-driven business transformation consulting

Artefact helps organizations use data and AI to transform their operations and decision-making. It provides end-to-end services across the data value chain, from strategy and data platform implementation to governance, advanced analytics, and sector-specific AI tools, delivered through consulting and project execution. The company works with industries like FMCG, retail, and luxury goods to optimize marketing performance, customer engagement, and ROI. Artefact differentiates itself by combining consulting expertise with data science and AI capabilities across multiple regions, offering integrated, sector-focused solutions rather than just advisory services. The main goal is to help clients adopt data-driven approaches to improve efficiency, decision quality, and marketing results at scale.

Company size
1,001-5,000
Company stage
IPO
Headquarters
Paris, France
Founded
1998

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