Machine Learning Architect
hace 2 semanas
About Aviva Financial
At Aviva Financial, we're revolutionizing unsecured credit for underserved communities. Our innovative approach combines computer vision and natural language processing to offer the lowest interest rates available. We're a team of entrepreneurs and finance professionals who have built unicorn startups and managed blue-chip banking operations worldwide.
Role Overview
We're seeking a talented Machine Learning Engineer to produce video-based models that bring financial products to the traditionally unbanked. As a key member of our team, you'll iterate fast through experimentation and monitoring, conduct deep-dive analysis to understand complex problems, and design strategies on topics like data acquisition and risk management.
Responsibilities
- Produce video-based models to bring financial products to the traditionally unbanked
- Iterate fast through experimentation and monitoring
- Conduct deep-dive analysis to understand complex problems
- Design strategies on topics like data acquisition and risk management
- Ensure that our systems are scalable, reliable, and extensible
Requirements
- Degree in STEM field
- 3+ years experience with conducting Computer Vision research using Deep learning models and frameworks
- Experience with end-to-end ML systems, cloud platforms, data pipelines, and model monitoring
- Extraordinary modelling skills
- Relevant experience in video-processing using ML solutions is a plus
- Experience in NLP and/or Fintech is a plus
- Creative and strategic approach in solving hard people and technical problems
- Ability to drive clarity and impact when engaging with internal and external stakeholders
What We Offer
- Attractive compensation package with stock options
- Fast-paced environment with many growth opportunities
- Relocation package & excellent medical coverage
- 15 annual vacation days
- Possibility to work remote 2-3 days per week
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