Machine Learning Lead

Company:  Lancey
Location: Old Toronto
Closing Date: 07-08-2024
Hours: Full Time
Type: Permanent
Job Requirements / Description

About the company

Lancey is a YC-backed startup out of Toronto, Canada. We're empowering marketing, sales, and product teams to turn their product into interactive product demos that power their go-to-market effort.

About the role

As a founding Machine Learning Lead at Lancey, you will play a pivotal role in shaping the core machine learning capabilities of our platform. You will be responsible for designing, developing, and implementing cutting-edge machine learning models and algorithms. Your work will accelerate ML development as the team scales up.

What you'll do

  • Lead ML Platform strategy and architecture according to industry standards for monitoring, orchestration, and testing.
  • Successfully transform AI research into commercial products that meet the needs of our clients.
  • Ensure that the productized ML models are scalable, reliable, and of high quality.
  • Foster close collaboration with AI research teams to ensure that their innovations are effectively integrated into the product development process.
  • Release features that deliver measurable and tangible business value.
  • Conduct design reviews and hold the team to technical and operational rigor.
  • Serve as a thought leader, providing technical guidance and mentorship to junior developers and contributing to the overall technical excellence of the organization.

What we're looking for

  • 5+ years SWE experience, including 3+ years of ML/MLOps experience
  • Bachelor’s degree in Computer Science, Mathematics, Engineering, or related technical field
  • Experience architecting, building, and maintaining production ML systems at scale
  • Exemplary software engineering skills (design, unit testing, git, code review, CI/CD)
  • Proficiency with Python
  • Experience with large-scale data processing frameworks (we use PySpark)
  • Experience with cloud computing platforms (we use Amazon Web Services(AWS)
  • Experience integrating common ML frameworks (we use PyTorch, scikit-learn, etc.)
  • Experience implementing microservices and APIs
  • Familiarity with machine learning concepts, such as traditional ML, deep learning, generative AI/LLMs, statistical modeling, or recommender systems
  • Able to work effectively in a fast-paced environment

Additional Information

At Lancey, our employees are our greatest assets. We are committed to providing a challenging and inclusive environment where you can grow and succeed. If you have a passion for technology and want a role that will continually challenge and reward you, we want to hear from you.

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