Senior ML Developer

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6 days ago

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nesto

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Fintech • Finance • B2C

nesto is a Canadian online mortgage lender and brokerage that provides consumer mortgages, renewals, refinancing, and HELOC products across provinces. The company uses technology — including an AI-powered algorithm — to deliver low-rate comparisons, a streamlined digital application experience, educational guides and mortgage calculators, and access to licensed mortgage advisors. nesto targets homebuyers and homeowners with transparent, tech-enabled mortgage services and content.

501 - 1000 employees

Founded 2018

💳 Fintech

💸 Finance

👥 B2C

📋 Description

• Develop scalable and innovative machine learning model. • Collaborate closely with our DevOps and data team to build and optimize data and machine learning services and infrastructure. • Create proofs of concepts for new features that improve our processes and customer experience. • Write clean and maintainable code with an emphasis on solid coding principles. • Apply your strong technical skills in design, coding, testing, and debugging to create top-quality software. • Investigate and troubleshoot difficult-to-reproduce bugs, narrow down failure conditions, and perform the first test of new functionalities with confidence. • Continuously learn about the system and cutting-edge technologies, and use your newfound knowledge to drive improvements in your work.

🎯 Requirements

• Bachelors, Masters or PhD in machine learning, computer science or similar degree. • 3+ years of experience in machine learning. • 5+ years of software development experience. • Solid programming skills in Python (pandas, numpy, fastapi, pydantic, scikit-learn, opencv,...). • Proven ability to automate and productionize machine learning applications and workflows, build AI-driven products on major cloud platforms (in-depth knowledge of Azure or GCP services is a plus). • Proven ability to write efficient and testable code. • Understanding of principles in Software Development Life Cycle, Security by Design. • Proven ability to work with structured and unstructured data. • A sound understanding of data security. • Track record of rapidly iterating on prototypes, as well as maintaining, expanding and improving existing codebases. • Effectively communicating and documenting the work so that we ensure reusability and reproducibility of code and infrastructure. • A solid grasp on data engineering and data pipeline is a strong plus.

🏖️ Benefits

• Take advantage of nesto's employee mortgage program that provides our employees with the best, exclusive, preferred low rates. • Benefit from a generous time-off policy including 4 weeks vacation per year. • Enjoy a premium benefits plan fully paid by nesto, including a top-class insurance plan and unlimited access to telemedicine and mental health service, for you and your family. • Access to an annual health and wellness budget. • Seize the possibility of working in a hybrid mode.