Machine Learning Engineer
Full Job Description
AI Techlife is a Canadian-based Artificial Intelligence consulting company that harnesses the power of cloud technologies to help Canadian businesses adapt to the digital world and build modern software. Our people are at the centre of our values, and our core value is to embrace our great software developers. Through a modern and refined development process, we create a long-term relationship between our developers and our clients. We are passionate about our quality work and quality developers, and we continuously learn and improve our processes.
We are looking for talented Machine Learning / Artificial Intelligence / Computer Vision Engineers who are passionate about building ML platforms and data pipelines for large-scale data repositories. You’ll build a state-of-the-art ML platform and data pipeline feeding time series and other kinds of data to create AI models. You’ll work closely with various stakeholders within the company to design and build a ML platform that powers the best-in-class enterprise product suite that’s loved by our customers.
Come join the fluid, dynamic, and growing team to learn, teach, and make a big, measurable impact every day. We work in an open, collaborative environment and seek exceptional ML engineers who enjoy problem solving and straying outside the routine.
This is a work-from-home opportunity. We are unable to provide work authorization sponsorship at this time.
Responsibilities
• Design and build the next generation of ML architecture that will power large-scale data science projects
• Manage and enhance the current ML platform that trains and deploys our AI models
• Design and develop the next generation data pipeline architecture for powering all of AI Techlife’s AI models
• Learn and contribute to all aspects of the data science platform
• Write scalable, robust, and fully tested software for deployment in mission-critical production environments
Requirements
• 3+ years of development experience using Python
• Background in AI, Machine Learning, and Data Science
• 3+ years of experience building ML and data pipeline architectures
• Knowledge of Python, Scala, and frameworks such as TensorFlow, PyTorch, Keras, and scikit-learn
• Knowledge of SQL (e.g. Postgres, MySQL) and NoSQL databases (e.g. MongoDB)
• Experience delivering successful software projects from inception through deployment
• Strong problem-solving skills and expertise in data structures and algorithms
• Experience building scalable systems and architectures
• A passion for answering questions by analyzing data
• Experience working with and building enterprise-scale ML and data platforms is a plus
• A proven track record of developing applications that are deployed in production and widely used by customers is a plus
• Experience managing the model lifecycle with tools like SageMaker or MLflow is a plus
• Fluent in English (Conversation and Writing)
If you feel you don’t meet 100% of the qualifications outlined above, we want you to apply! AI Techlife believes in hiring people, not just skills. If you are passionate about learning and excited about what we are doing, then we want to hear from you.
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