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Full-Time

Machine Learning Engineer

Posted on 2/13/2024

 Loblaw Digital

Loblaw Digital

501-1,000 employees

Develops eCommerce platforms for grocery, pharmacy, apparel

Consumer Software

Junior, Mid

Toronto, ON, Canada

Category
AI & Machine Learning
Required Skills
Python
Tensorflow
Data Structures & Algorithms
Pytorch
BigQuery
Data Analysis
Google Cloud Platform
Requirements
  • Master's or Ph.D. in Computer Science or a STEM field
  • Experience with taking Machine Learning projects to production
  • Strong programming skills in languages such as Python, and experience with relevant libraries and frameworks (e.g., TensorFlow, PyTorch, XGBoost, Scikit-Learn)
  • Hands-on experience deploying and maintaining web-services to serve Machine Learning solutions
  • Extensive experience working with Google Cloud Platform and its data processing & ML components
  • Solid understanding of Propensity Score Modelling, Market Mix Modeling, Collaborative Filtering
  • Familiarity with large-scale data processing, distributed computing, and cloud-based data solutions
  • Excellent communication and collaboration skills, with the ability to work in a cross-functional team environment
Responsibilities
  • Design and implement machine learning algorithms and models to create personalized recommendations, product suggestions, and tailored shopping experiences
  • Deploy machine learning models as web services to production environment and implement monitoring systems to ensure model performance and accuracy over time
  • Work on preprocessing pipelines, feature engineering, and data augmentation to ensure high-quality input for machine learning models
  • Collaborate with data scientists, product managers, and software engineers to understand business requirements and translate them into effective machine learning solutions
  • Continuously evaluate model performance, iterate on existing models, and optimize algorithms for improved accuracy and efficiency
  • Document code, models, and processes effectively for knowledge sharing and future reference
  • Utilize Google Cloud Platform (GCP) services and tools to build scalable and efficient machine learning solutions. Leverage GCP products like BigQuery, AI Platform, and Dataflow to process and analyze large datasets
Desired Qualifications
  • Experience with retail technology and personalization
  • Previous experience in online grocery shopping, beauty, pharmacy, loyalty, or apparel spaces

Loblaw Digital stands out as an exemplary place to work due to its dedication to developing cutting-edge digital experiences for a variety of sectors including grocery, beauty, pharmacy, and apparel. With a focus on using advanced technologies to tailor services to customer needs, employees enjoy a culture that values innovation and industry leadership in the rapidly expanding realm of eCommerce. This environment not only fosters professional growth but also positions the company at the forefront of online retail solutions.

Company Stage

N/A

Total Funding

N/A

Headquarters

Toronto, Canada

Founded

2012

Growth & Insights
Headcount

6 month growth

11%

1 year growth

11%

2 year growth

11%
INACTIVE