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Signature IT World Inc

Machine Learning Engineer

Signature IT World Inc
Canada · Full-time · Mid-Senior

Machine Learning with Python (Lead)

Toronto, ON

Full Time Role

Experience: 10+ Years

About the Role:

We are seeking a passionate and experienced Lead Data Scientist who thrives on solving complex data puzzles and transforming data into actionable insights. With over 14 years of expertise, especially in healthcare, logistics, and enterprise sectors, you will lead innovative projects, mentor teams, and drive data-driven decision-making to improve outcomes for stakeholders.

Required Skills & Experience:

  • Technical Skills:
  • Expert in Python libraries: Sweetviz, sklearn, pycaret, scrapy, pandas, pytorch, NumPy, matplotlib, TensorFlow, SciPy.
  • Strong foundation in Statistics: hypothesis testing, regression analysis, probability distributions, dimensionality reduction.
  • Proficient in SQL & Data Warehousing: ETL/ELT, data modeling, performance tuning, database design, on-premise and cloud databases.
  • Extensive experience in Machine Learning: hyperparameter tuning, regression, classification, clustering, ensemble methods, LightGBM, Skope-rules, Azure ML.
  • Advanced NLP proficiency: Spacy, Word2Vector, Zero-shot, Transformers, Ontology API.
  • Deep Learning & Computer Vision: CNN, Yolo, Object Detection, Generative Models.
  • Cloud Technologies: Azure ML, Data Factory, Synapse, Databricks, Azure SQL/Postgres, Azure DevOps, Power BI.
  • Working knowledge of databases: PostgreSQL, SQL Server, Oracle, MongoDB.
  • Web Services & APIs: RESTful, SOAP, Flask, Cherrypy, Azure endpoints.
  • DevOps & Containerization: Docker, Azure Pipelines, Git.

Key Skills

Ranked by relevance

python sql data warehousing containerization machine learning computer vision postgresql sql server tensorflow matplotlib pytorch docker devops oracle server pandas flask cloud numpy
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Posted
Jan 30, 2026
Type
Full-time
Level
Mid-Senior
Location
Toronto

Industries

IT Services IT Consulting Banking

Categories

Information Technology

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