FutureFit AI

Staff Machine Learning Scientist

Canada

Not SpecifiedCompensation
Expert & Leadership (9+ years)Experience Level
Full TimeJob Type
UnknownVisa
Artificial Intelligence, Data ScienceIndustries

Position Overview

  • Location Type: Remote
  • Job Type: Full-Time
  • Salary: $170,000 - $220,000 CAD/USD (currency matched to location)
  • Company: FutureFit AI
  • Team: Data Team

FutureFit AI is seeking a Staff Machine Learning Scientist to join our high-velocity, high-intensity, and high-trust Data Team. This role is for individuals who are driven by making a meaningful and positive impact, possess humility, and pursue audacious goals. We encourage applications from candidates who demonstrate a strong, though not necessarily perfect, fit with the role's requirements.

Your Role

You will be instrumental in shaping our data science products, including our recommender systems and data ontology.

  • 70%: Improving our recommendation engine.
  • 20%: Building data ontologies to power the recommendation engine.
  • 10%: Serving as a strategic partner to the VP of Data and Product, re-thinking recommender architecture and optimizing industry data utilization.

Reporting Structure

This role reports directly to Katya Simpson, VP of Product and AI.

Responsibilities

  • Own problem spaces from conception to maintenance, including defining product requirements with stakeholders.
  • Set the standard for high-quality recommender science.
  • Uphold best practices in data science and machine learning.

Requirements

  • Proven experience with recommendation engines, including cold-start scenarios.
  • Classical machine learning expertise.
  • Data ETL experience (e.g., Airflow, DBT, or similar).
  • Familiarity with modeling structured and unstructured data from NoSQL databases (e.g., MongoDB).
  • Strong ability to translate vague problems into actionable business insights.
  • Excellent communication skills for presenting insights to diverse stakeholders.
  • Experience with production-grade NLP, including the use of LLMs.

Experience

  • Demonstrated professional experience in high-performing settings.
  • Experience in both big tech and startup environments is a plus.
  • Experience in the workforce development industry is a plus.

Education

  • Education is not the primary focus; grit, hunger, drive, continuous learning, problem-solving, and self-awareness are prioritized.

Job Benefits

  • Work directly with the founding team.
  • Unlimited PTO.
  • Health care.
  • 401(K) for US team members.
  • Career Development Budget.
  • Technology reimbursement.
  • Flexible schedules built on trust.

Location

  • Open to candidates located anywhere in Canada or the US.
  • For candidates in Toronto, the office is at 325 Front St West. Team members typically come into the office 1-2 times a week, often on Wednesdays.

Role Logistics - Hiring Journey

FutureFit AI employs a rigorous and intentional hiring process designed to ensure a mutual fit. This process includes a performance challenge and multiple interview rounds with team members to provide an accurate experience of the company's high-velocity and high-intensity environment.

Skills

Recommendation engines
Cold-start scenarios
Classical machine learning
Data ETL
Airflow
DBT
NoSQL databases
MongoDB
Structured data modeling
Unstructured data modeling

FutureFit AI

AI-powered career guidance and navigation tool

About FutureFit AI

FutureFit AI offers an AI-powered tool that helps individuals navigate their career paths by assessing their skills, exploring job opportunities, and outlining steps to achieve their goals. This tool is particularly useful in the changing job market, catering to those looking to transition careers and organizations supporting employee development. By analyzing labor market data, FutureFit AI provides personalized career guidance through a subscription model, partnering with educational institutions and workforce agencies. The company's goal is to transform career transitions with data-driven insights that empower users to make informed decisions.

New York City, New YorkHeadquarters
2018Year Founded
$5.2MTotal Funding
EARLY_VCCompany Stage
Data & Analytics, AI & Machine Learning, EducationIndustries
11-50Employees

Benefits

Remote Work Options
Stock Options

Risks

Competition from platforms like Pathfinders may reduce FutureFit AI's market share.
Rapid AI advancements require FutureFit AI to continuously update its platform.
Data privacy concerns could impact FutureFit AI's data collection and analysis.

Differentiation

FutureFit AI uses equity-focused algorithms for personalized career guidance.
The platform offers a GPS-like tool for career navigation, unique in the market.
FutureFit AI partners with Fortune 500 companies and governments for workforce development.

Upsides

Growing demand for AI-driven career tools boosts FutureFit AI's market potential.
Rising interest in skills-based hiring aligns with FutureFit AI's offerings.
Increased investment in reskilling initiatives could expand FutureFit AI's partnerships.

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