Hybrid AI/ML Data Scientist — Build Impactful Models

projectx; Toronto; Hybrid; CAD 96,000 - 125,000; Full time

Job summary

Project X Ltd. in Toronto, Ontario seeks a Consultant, Data Science to turn messy data into actionable insights.

You will analyze, process, and model data using Python, SQL, and ML frameworks, then interpret results to deliver client-ready solutions. You will gather requirements, collaborate with stakeholders, build data pipelines, and productionalize models with a feedback loop, staying current with market trends and AI developments such as LLMs and Cortex.

Qualifications

• 3-5 years of hands-on experience as a Data Scientist.
• Proficiency in Python and SQL, with experience in data wrangling, statistical analysis, and model development
• Hands-on experience with machine learning frameworks such as scikit-learn, TensorFlow, or PyTorch
• Familiarity with LLMs, prompt engineering, and AI application development using APIs (e.g.OpenAI, Anthropic, or similar)
• Experience building and deploying data pipelines and ML workflows in cloud environments; Snowflake experience is a strong asset
• Exposure to Snowflake Cortex AI features (e.g.Cortex LLM functions, Cortex Search, or Cortex Analyst) is considered a plus
• Strong understanding of vector databases, embeddings, and retrieval-augmented generation (RAG) patterns
• Ability to translate complex model outputs into clear business insights for non-technical stakeholders
• Comfort working in agentic and multi-agent system design is considered an advantage

Responsibilities

• Participate in the requirements gathering, analysis, project plans, and solutions design.
• Work with internal and external stakeholders toidentifyopportunities forleveragingcompany data to drive business solutions.
• Feature engineering,selectionand optimization models with ML techniques.
• Improve data collection procedures and pipelines. Perform data profiling and exploration to ensure the integrity ofdata.
• Productionalizedata models with feedback loop to automate the refinement process for deployed models over time.
• Participate in the development of project plans toestablishappropriate workloadexpectations and schedules.
• Maintain up-to-date knowledgeof, andadopt relevant market trends and practices.

Skills

Data science

Machine learning

Cloud pipelines

Prompt engineering

LLMs

Vector databases

Embeddings

Business insights

Education

Bachelor's degree in CS/Statistics

Tools

Python

SQL

scikit-learn

TensorFlow

PyTorch

OpenAI API

Snowflake

Cortex

Vector databases

Job description

Project X Ltd. in Toronto, Ontario seeks a Consultant, Data Science to turn messy data into actionable insights.

You will analyze, process, and model data using Python, SQL, and ML frameworks, then interpret results to deliver client-ready solutions. You will gather requirements, collaborate with stakeholders, build data pipelines, and productionalize models with a feedback loop, staying current with market trends and AI developments such as LLMs and Cortex.