tilthq - Staff Data Scientist, Methodologies
Requirements
• HOW YOU’LL MAKE AN IMPACT • Develop and test new modeling approaches using deep learning architectures such as transformers, embeddings, and neural networks. • Build and refine frameworks that integrate into Tilt’s existing ML pipelines to improve credit modeling and loss prediction. • Work closely with data scientists, engineers, and product partners to translate complex ideas into practical solutions. • Experiment with modern representation learning techniques — including pretraining and fine-tuning — on real financial data. • Share findings and mentor others, helping the team grow its deep learning capability. • Measure the impact of your models not just by accuracy, but by how they improve outcomes for Tilt’s customers and partners. • Use agentic development tools (e.g., Claude Code, Codex) to speed up experimentation, feature engineering and model iteration. • Design and ship specialized agents that support DS and business workflows - these agents turn methodology into leverage across the company.
Benefits
• Experience with deep learning — neural networks, embeddings, or transformers. • Comfort working with modern ML frameworks (PyTorch, TensorFlow, or similar). • Experience applying ML to real-world problems, ideally in financial services (credit, lending, payments, or banking). • Strength in connecting data science to measurable business outcomes. • Clear, thoughtful communication — you can explain technical ideas in ways others can engage with. • Bonus: hands-on experience building with LLMs or agent frameworks, or excitement to learn. You see agents as a way to multiply what a small, senior team can do. • Don’t meet every qualification? We care about potential over your past. If you're bringing ambition and drive to what we're building, we want to hear from you. • WHAT YOU'LL GET AT TILT • Virtual-first teamwork: The Tilt team is collaborating across 14 countries, 12 time zones, and counting. You’ll get started with a WFH office reimbursement. • Competitive pay: We're big on potential, and it's reflected in our competitive compensation packages and generous equity. • Complete support: Find flexible health plans at every premium level, and substantial subsidies that stand up to global standards. • Visibility is yours: You can count on direct exposure to our leadership team — we’re a team where good ideas travel quickly. • Paid global onsites: Magic happens IRL: we gather twice yearly to reconnect over shared meals or kayaking adventures. (We’ve visited Vail, San Diego, and Mexico City, to name a few.) • Impact is recognized: Growth opportunities follow your contributions, not rigid promotion timelines. • We're looking for people who chase excellence and impact. Those who stand behind their work, celebrating the wins and learning from the missteps equally. We foster an environment where every voice is valued and mutual respect is non-negotiable — brilliant jerks need not apply. We're in this together, working to expand access to fair credit and prove that people are incredible. When you join us, it's not just another day at the office, you're helping millions of hardworking people reach better financial futures. • You’re pushing ahead in your career? We can get behind that. Join us in building the credit system that people deserve.
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