As a tech pioneer within a new AI lab, you’ll have the opportunity to: Use machine learning and advanced statistics to help build innovative solutions for real-life customer and business problems Develop and deploy to production data and machine learning pipeline at scale Influence the AI roadmap for the largest home, auto business insurer in Canada Explore new technologies and use them in your own solutions Validate the analytical approach and project outputs of other team members Grow alongside a diverse team of world-class experts in data science, software engineering, actuarial science, business and design Mentor and coach interns and other engineers to help us grow, as a team All this plus great work-life balance!
Here’s what you bring to the table: A bachelor’s degree in a discipline such as computer science, software engineering, AI, or a related field. MSc is an asset 2+ years of experience solving business problem using machine learning Expertise in programming in languages such as Python and machine learning libraries such as Tensorflow, PyTorch, scikit-learn, etc. Expertise with the machine learning development lifecycle Experience developing data and machine learning pipelines Familiar with the underlying theory of machine learning (supervised, unsupervised and reinforcement learning) Unlimited curiosity and the desire to challenge the status quo You can take a vaguely defined issue and bring it to life using a creative approach Strong communication, time management and work organization skills The passion for developing world-class data products
Some nice-to-haves: Knowledge of DevOps modern tools such as Docker, Kubernetes, ELK; Knowledge of our tech stack: scikit-learn, xgboost, LightGBM, tensorflow, pytorch, Flask, MongoDB, Kafka