Home Canada Machine Learning Implementation Engineer

Home Canada Machine Learning Implementation Engineer

Machine Learning Implementation Engineer

Full time at a Laimoon Verified Company in Canada
Posted on December 15, 2024

Job details

Position Overview:

As our customer base continues to grow with the excitement around our product, we're looking to expand! Come join our Machine Learning Implementation Engineering team of creative technical experts who collaborate with customers to ensure their success with OfferFit!

In particular, you will:

Collaborate with customer Analytics/BI teams and OfferFit colleagues on implementations (use case definition, data integration, pipeline and ML model configuration, etc.)

Extend product capabilities by improving architecture and developing reusable data pipelines, APIs, and components

Work closely with the ML pipeline development team to improve self-learning (reinforcement learning) algorithms

Participate in determining OfferFit's product strategy and roadmap

Oversee the continuous support OfferFit provides customers to ensure their success

Technical Landscape:

Data Science/Back End: Python (Pandas, TF, FastAPI, Great Expectations), SQL

Web (not required for this role): JavaScript (Vue, Node.js), HTML, CSS

Architecture/DevOps: Kubernetes, Airflow, Terraform, GCP

Well-tested, type-hinted, documented, modular code and use pre-commit hooks, CI/CD, and issue tracking for development

Why is it great:

No toy datasets in notebooks — we're implementing AI pipelines in production at scale!

Be the face of the company, working alongside our customers to help them succeed.

Learn tons about data architecture, data science, and self-learning AI.

Work in a team that not only talks the talk of development best practices, but walks the walk — unit & integration tests, modular design, CI/CD, pair programming, code reviews — the works.

Join OfferFit's fast-paced, supportive, and professional team. We make sure all of our team members are empowered and receive great mentorship and coaching.

Who's a Fit:

Exceptional coder: you write clean, object-oriented code; you care about good design and terse, testable APIs

Tinkerer: you regularly explore and learn new technologies and methods

Entrepreneurial: you proactively identify opportunities and risks, work around obstacles, and always seek creative ways to improve processes and outcomes

Structured and organized: you can structure a plan, align stakeholders, and see it through to execution

Clear communicator: you are able to express yourself clearly and persuasively, both in writing and verbally

Additional Requirements:

Candidates must be able to fully overlap and support North America time zones

Must be fluent in English, both written and verbal

OfferFit Benefits and Perks:

Generous PTO (starting at 25 days PTO per year) and Parental Leave policy (12 weeks paid)

100% remote work environment with flexible hours

Quarterly gatherings where we meet in person in a different city to work together, bond as a team and celebrate our progress

Weekly team events (lunch and learns, trivia, virtual escape rooms, town hall and team health "barometer" meetings)

Ability to learn and develop from an experienced leadership team (ex-Amazon, McKinsey, BCG, and IBM, among others) who are focused on building a talented, diverse, and inclusive team

Dedication to building a strong culture (e.g., team resource groups, weekly recognitions, major life event celebrations, mental health/sustainability days off, etc.)

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