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Ample Insight

Data science consulting for AI analytics

Machine Learning Engineer - Generative AI & LLMs

AI Application EngineeringConfirmed live in the last 24 hours
Full-timeToronto, ON, CanadaRemote

About the Job

Requirements

  • Expertise in large language model engineering, including familiarity with popular large language model providers and their best practices.
  • Hands-on experience with statistics and machine learning.
  • Comfort working with the Python machine learning stack, including Pandas, NumPy, scikit-learn, XGBoost, and PyTorch.
  • Proficiency with Git, Docker, SQL, Bash, and FastAPI.
  • Strong analytical ability and business acumen, with the ability to think critically about data and its impact on product or business outcomes.
  • A bachelor's degree or higher, such as a master's degree or PhD, in Computer Science or a related engineering field involving coding.

Responsibilities

  • Design, prototype, and productize scalable machine learning solutions.
  • Rapidly prototype cutting-edge tools and research ideas and turn prototypes into production-ready services.
  • Build or work with agentic systems involving tool use, memory, planning, and multi-agent coordination.

Desired Qualifications

  • Familiarity with AWS or Azure, GitHub Actions, Apache Spark, Neo4j Cypher, and graph databases.
  • Experience building or working with agentic systems involving tool use, memory, planning, and multi-agent coordination.
  • LLM project experience demonstrating ownership and contributions.

About the Company

Ample Insight

Data science consulting for AI analytics

Ample Insight provides data science consulting and AI-driven analytics to help businesses optimize operations. It serves clients worldwide, including Unilever, and offers services such as data aggregation, cleansing, transformation, and analysis, delivered through tailored, project-based engagements and long-term partnerships. The company emphasizes automating workflows and speeding delivery with a team of data scientists and consultants from leading tech firms, turning raw data into actionable insights that improve metrics like average order value and traffic-adjusted revenue. Unlike firms that offer generic services, Ample Insight differentiates itself through its ability to automate processes, scale across the global market, and deliver customized solutions quickly. The goal is to turn complex data into practical business outcomes by providing end-to-end analytics and AI-powered solutions.

Company size
11-50
Company stage
Not listed
Total funding
Not listed
Headquarters
Canada
Founded
2018

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