FutureFit AI
Technology
DataScientist
Neural analysis suggests this role is
optimal for Mid candidates.
“Data Scientist at FutureFit AI. Skills: Applied data science, Machine learning, NLP, Recommendation systems. Build models for matching. Build models for recommendation”
What You'll Achieve.
Shape job seeker experience; Better outcomes for job seekers
Industry & Context.
Travel up to quarterly
What They're Looking For.
Must Have
4+ years applied data science, Jobs-and-skills data experience, Fluency in Python and SQL, Grounding in machine learning, Grounding in NLP, Grounding in recommendation techniques, Grounding in matching techniques, Comfort with large datasets, Comfort with imperfect datasets, Sound judgment calls on data
Nice to Have
Experience with recommender systems, Experience with ranking at scale, Experience with search at scale, Familiarity with skills/occupation frameworks, Familiarity with HR/labor market data, Experience pairing classical ML with LLMs, Publications showcasing expertise, Presentations showcasing expertise, Blog posts showcasing expertise
What You'll Do.
Build models for matching
Build models for recommendation
Build models for ranking
Work with skills taxonomies
Work with occupation taxonomies
Work with labor market data
Improve representation of work
Reason about world of work
Collaborate with Engineering
Move models into production
Monitor models in production
Improve models in production
Translate data into findings
Translate data into recommendations
How You'll Work.
Team & Collaboration
Partner with Engineering; Partner with Product; Partner with Director of Data & AI
Communication Scope
Explain models; Explain tradeoffs; Non-technical audience
Full Job Description
Come join our Data team! High velocity, high intensity, high trust, high bar, high impact, and a will to win. If those words resonate deeply with you, this could be your next career move. We're seeking someone who leads with humility, pursues audacious goals, and is motivated by meaningful impact on people and the world. At FutureFit AI, our core mission is to help more people get to better jobs faster and cheaper, with a specific focus on those facing barriers to opportunity. Our work helps resolve the growing issue of economic inequality, ensuring that no one is left behind in the future of work. Our AI-powered platform brings efficiency and insight to workforce development, replacing outdated systems and unlocking human potential at scale. Ready to make an impact? Apply today. Important note: Data shows that men typically apply when meeting 3/10 requirements, while women often wait until it's 10/10. We encourage you to apply if you see a strong (not necessarily perfect) fit. YOUR ROLE We're seeking a Data Scientist to join our team. You will build the models at the heart of our product: the systems that connect people to the right jobs, skills, and pathways. This is hands-on, applied data science on real workforce problems, working with skills and occupation taxonomies, labor market data, and the matching and recommendation systems that turn that data into better outcomes for job seekers. You will partner closely with Engineering, Product, and our Director of Data & AI to take models from idea to production. WHAT YOU'LL OWN - Applied modelling: Build, evaluate, and ship models for matching, recommendation, and ranking that directly shape the job seeker experience. - Skills and jobs data: Work with skills, occupation, and career taxonomies and labor market data, improving how we represent and reason about the world of work. - Production partnership: Collaborate with Engineering to move models into production reliably, and monitor and improve them once they are liv
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