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Machine Learning Engineer

Traffix -
Toronto, ON

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Job details

Full-time

Qualifications

CI/CD
Statistics
Azure
Statistics
Computer Science
C#
Logistics
Mathematics
Git
Google Cloud Platform
SQL
AWS
Math
Bachelor's
APIs
Communication skills
Python

Full job description

Introduction:

As a Machine Learning Engineer I at TRAFFIX you will work with your colleagues to support the productization of data models. This involves taking models created by our data science team and assisting in producing viable azure services which can orchestrate and achieve complex calculations utilizing these models as well as your own solutions tandem. Our team is still young and lean, this means that your solutions will likely involve end to end work thus involving database work, function app buildout, and light infrastructuring + solutioning.

Responsibilities:

Work with senior team members to ingest product development requirements from cross-functional teams (engineering, product, business)
Elicit needs, and translate to workable development tasks
Hypothesize approaches and solutions to potential product needs
Conduct runtime analysis and solution proofing to plan + design solutions
Work with colleagues to create, deploy, and manage software services using Azure-based technologies
Create detailed technical solution designs + documentation for technical projects
Develop function-based solutions using backend + solution languages such as Python and C#
Develop software that integrates and ties together data products from our data team
Contribute to data model products and heuristic approaches
Ensure use of best practices, reuse of core components and common design paradigms for developments
Oversee and/or implement UAT testing of solutions.
Coordinate with colleagues on releases and implementation of products

Requirements:

Bachelor’s Degree in Computer Science, Mathematics, Statistics or equivalent combination of education and experience.
Strong foundation in mathematics, statistic, and software design
Knowledge in Data models, data model components and integrating with them
High proficiency in API development, Deployment-ready functional development, enterprise level software solutioning
High proficiency in solutioning, critical thought process
Familiarity performance and solution proofing (Runtime analysis)
Experience working with enterprise platforms (Azure, AWS, GCP) Azure strongly preferred
Very Strong knowledge in Python
High proficiency in SQL
Knowledge in C# highly desired
Excellent written and verbal communication skills.
Excellent Critical Thinking skills to tackle complex data issues
Knowledge in version control (git, CI/CD)

Preferences:

Logistics industry experience is preferred but not required.
Experience in Puppeteer or similar web crawling tools is preferred but not required.
Experience in working with large datasets (structured & unstructured)

TRAFFIX gives equal consideration for a job and terms and conditions of employment to all individuals and that the employer does not discriminate based on race, color, religion, age, marital status, national origin, disability or sex including sexual orientation, and gender identity or expression.

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