Sr. Performance Strategist, Collections
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Job Description
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TrueAccord, a wholly owned subsidiary of TrueML, is a category-defining company. We combine machine learning with a human-based approach to transform debt resolution and guide lenders and consumers toward financial health. Every year, more than 70 million Americans face negative experiences with debt. TrueAccord addresses this by delivering personalized digital experiences that help consumers regain and maintain financial stability while reducing costs for creditors across industries.
With a world-class leadership team, passionate employees, and proprietary predictive models trained on years of transactional data, TrueAccord is positioned to capitalize on a massive opportunity: assisting millions of consumers in regaining financial stability while lowering operational costs for creditors.
About This Role:
When performance shifts on a $30B book, you will be the expert who explains why—and gets it right. Joining TrueAccord as our Sr. Performance Strategist, Collections, you will own the end-to-end diagnosis of performance shifts across our AI- and data science-driven recovery platform. Your critical goal is to translate data findings and system behaviors into high-impact, actionable recommendations that optimize liquidation, engagement, and client outcomes. You will collaborate with a Sr. Strategy Manager, Sr. Data Scientist, and agentic AI tools, allowing you to focus on deep-dive root cause analysis and strategic impact.
What You'll Do:
- Own Performance Diagnosis: Monitor leading indicators, separate external factors from internal drivers, and diagnose key shifts across clients, portfolios, and channels before they impact bottom-line liquidation.
- Trace System Mechanics: Trace findings beyond standard data tables into application logic, rules, configurations, and processing flows to pinpoint technical defects or strategy gaps.
- Drive Strategy & Execution: Turn root-cause insights into clear recommendations—outlining expected impacts and success metrics—and partner with the Strategy Manager to implement them.
- Lead Revenue Planning & Forecasting: Perform what-if analyses, scenario modeling, and stress-testing to support team revenue planning and assess the impact of client/placement shifts.
- Design & Evaluate Experiments: Formulate hypotheses, define decision thresholds, and run/read out structured experiments to scale, iterate, or discontinue strategies.
- Shape Client & Leadership Narratives: Partner directly with Client Managers to deliver defensible performance narratives, challenge unsupported strategies, and participate in high-stakes client discussions when needed.
Who You Are:
- Experienced Analyst: 6+ years in analytics with a focus on funnel/lifecycle diagnosis, cohort/curve analysis, or channel optimization (backgrounds in consumer collections, lending, CRM, subscription, or eCommerce are ideal).
- Diagnostic & Curious: Highly analytical with a sharp instinct for ruling out plausible-but-wrong explanations and a drive to trace root causes deep into software systems and rule configurations.
- SQL & Data Fluent: Advanced SQL skills to navigate complex schemas (e.g., Snowflake) and build custom datasets independently.
- Code & Logic Reader: Proficient in reading and tracing logic in Python or configuration files to understand platform behavior (no production coding required).
- AI & BI Resourceful: Practical experience using AI tools daily in analytical workflows, alongside proficiency in self-serve BI tools like Looker or Tableau.
- Forecasting & Testing Savvy: Proven ability to build defensible what-if models/forecasts and a working knowledge of statistical significance and experimental design.
- Strong Communicator & Collaborator: Exceptional written/verbal communication skills to distill complex analyses into clear takeaways that inspire action across Strategy, Engineering, and Product teams.
- Education: Bachelor’s degree in a quantitative field or equivalent experience (bonus points for experience with ML decisioning engines, champion/challenger test design, or reading system logs).
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TrueML
View Company ProfileTrueML is a premier, enterprise-grade financial technology platform engineered to orchestrate massive-scale recovery ecosystems and intelligent frictionless debt resolution workflows. Operating as a highly integrated AI-native hub for the credit and collection industry, the company eliminates the operational friction of traditional legacy debt recovery by seamlessly deploying advanced machine learning telemetry, patented behavioral engagement architectures, and cohesive digital-first communication frameworks. Moving beyond rigid legacy call-center models, TrueML empowers financial institutions, high-growth fintechs, and debt-market leaders to dynamically synchronize their distressed asset pipelines with elite autonomous execution through its family of companies, including TrueAccord and the Retain SaaS platform. Under the hood, their sophisticated proprietary data infrastructure natively handles complex consumer behavior ingestion, instantaneous cross-channel routing for optimal engagement timing, and seamless compliance integration, ensuring frictionless recovery readiness and uncompromising consumer dignity for millions of individuals seeking financial health. What sets TrueML apart is its uncompromising dedication to frictionless recovery orchestration; by bridging the gap between rigorous regulatory requirements and accessible, data-driven empathetic user experiences, the platform empowers the financial services industry to radically accelerate its resolution velocity, optimize recovery economics, and build an unassailable foundation for continuous commercial dominance in the modern digital credit landscape.
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