Full-Time

Manager – Machine Learning

Posted on 8/19/2024

 Loblaw Digital

Loblaw Digital

501-1,000 employees

Develops digital solutions for e-commerce

Data & Analytics
Consumer Software
Consumer Goods

Senior

Toronto, ON, Canada

Hybrid position in Toronto.

Category
Applied Machine Learning
Deep Learning
Natural Language Processing (NLP)
AI & Machine Learning
Required Skills
Python
Tensorflow
Data Structures & Algorithms
Pytorch
SQL
Java
Requirements
  • Minimum of 5-7 years in software development, including substantial AI/ML experience.
  • Several years in a leadership role, managing and mentoring teams of engineers and data scientists.
  • Proven track record in managing complex projects, including planning, execution, and delivery.
  • Experience working closely with product managers, data scientists, and other stakeholders.
  • Deep understanding of machine learning algorithms, frameworks (e.g., TensorFlow, PyTorch), and programming languages (e.g., Python, Java).
  • Strong knowledge of AI/ML concepts, including advanced technologies like Gen AI, LLMs, and semantic search.
  • Expertise in data handling, preprocessing, and pipeline development, with proficiency in SQL/NoSQL databases.
  • Ability to analyze large datasets, identify trends, and evaluate model performance using various metrics.
  • Strong understanding of security architecture and data privacy regulations, ensuring compliance with industry standards.
  • Ability to solve complex technical problems and drive innovation with a continuous learning mindset.
  • Practical experience in the production implementation of high availability AI/ML systems, ensuring reliability and scalability.
  • Excellent verbal and written communication skills, capable of presenting technical concepts to non-technical audiences.
  • Ability to adapt to changing technologies and business requirements, fostering a positive and inclusive team culture.
Responsibilities
  • Cultivate a deep understanding of the portfolio of machine learning components we utilize, including AI, Gen AI, and LLMs, along with their respective strengths and weaknesses, to provide solutions to existing and future challenges.
  • Lead the technical architecture for machine learning components and cross-functional ML teams, ensuring integration with advanced AI technologies.
  • Define the long-term vision for your team, aligning with the company's strategic and tactical goals, with a focus on machine learning and AI initiatives.
  • Translate project goals and product roadmaps into organized technical tasks, collaborating with other EMs to ensure alignment.
  • Guide the team to improve our AI and ML components, ML Ops, and processes through your knowledge of industry trends and tools, along with your own experiences.
  • Provide guidance and direction to the ML development team to remove obstacles and keep initiatives on target and moving forward.
  • Coach and mentor developers in the team through technical design sessions, code reviews, and pair programming, with an emphasis on machine learning and AI practices.
  • Provide technical guidance and support in resolving critical production issues, particularly those related to machine learning and AI.
  • Collaborate with business and product stakeholders to successfully deliver new machine learning and AI features and capabilities.
  • Construct design documents and documentation to aid in maintenance and code reuse, particularly for machine learning and AI systems.
  • Have one-on-one meetings with your team members.
  • Conduct performance reviews and set accountability for team members.

Loblaw Digital creates digital experiences for Loblaw Companies Limited, focusing on e-commerce and online services for Canadian consumers. The company develops and manages various digital platforms that simplify shopping for food, pharmacy, and wellness products. Their products work by leveraging data-driven insights to enhance user experiences, ensuring that the platforms are efficient and user-friendly. Unlike competitors, Loblaw Digital emphasizes a strong connection to its parent company, using advanced technologies to boost customer engagement and loyalty. The goal of Loblaw Digital is to drive business growth through exceptional digital solutions while fostering a supportive and inclusive work environment for its employees.

Company Stage

N/A

Total Funding

N/A

Headquarters

Toronto, Canada

Founded

2012

Simplify Jobs

Simplify's Take

What believers are saying

  • AI-driven recommendations enhance customer engagement in e-commerce for Loblaw Digital.
  • Voice commerce integration offers new opportunities for Loblaw Digital's platforms.
  • Sustainability in digital operations aligns with Loblaw Digital's values-driven approach.

What critics are saying

  • Emerging Canadian e-commerce platforms increase competition for Loblaw Digital.
  • Rapid technological changes may outpace Loblaw Digital's innovation integration.
  • Stringent data protection regulations could impact Loblaw Digital's data-driven strategies.

What makes Loblaw Digital unique

  • Loblaw Digital leverages data-driven insights to enhance real-life user experiences.
  • The company integrates advanced technologies to maintain a competitive edge in digital solutions.
  • Loblaw Digital's values-driven approach fosters a positive work environment and rapid growth.

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