Oscilar - AI Product Manager - Risk Orchestration Platform
Upload My Resume
Drop here or click to browse · Tap to choose · PDF, DOCX, DOC, RTF, TXT
Requirements
• 5+ years of product management experience, with at least 3 years in B2B SaaS platforms • Proven track record building workflow automation, orchestration, or integration platforms • Experience with AI/ML products, particularly in production environments • Background in fintech, risk management, or financial services preferred • Demonstrated success launching technical products for non-technical users • Deep understanding of workflow orchestration patterns, event-driven architectures, and state machines • Experience with visual programming concepts and node-based editors (Node-RED, Retool Workflows, Pipedream) • Knowledge of AI/ML concepts including LLMs, embeddings, vector databases, RAG, and agent architectures • Understanding of real-time systems, message queuing (Kafka, RabbitMQ), and streaming data processing • Familiarity with API design, webhooks, OAuth flows, and integration patterns • Experience with workflow execution engines (Temporal, Airflow, Camunda) • Understanding of no-code/low-code platforms and visual programming paradigms • Domain Knowledge • Understanding of risk decisioning workflows across fraud, AML, credit, and onboarding • Knowledge of regulatory requirements for automated decision-making (FCRA, GDPR Article 22) • Familiarity with risk operations including case management and investigation workflows • Understanding of financial services infrastructure and data sources • Strong analytical skills with ability to translate complex technical concepts into user value • Excellent written and verbal communication skills • Data-driven decision making with experience in A/B testing and experimentation • User research and design thinking capabilities • Ability to balance technical innovation with practical business needs • Technical background in Computer Science or Engineering • Experience with specific technologies: Node-RED, Apache Airflow, Temporal, or similar workflow engines • Knowledge of specific risk platforms (Actimize, SAS, Feedzai, etc.) • Experience building developer platforms or tools • Understanding of MLOps and model deployment pipelines • Background in building real-time, mission-critical systems
Responsibilities
• Product Strategy & Vision (30%) • Define the product vision for an AI-first risk orchestration platform that revolutionizes how FIs manage risk workflows • Develop the roadmap that balances no-code accessibility with sophisticated AI capabilities • Research and analyze competitive landscape (n8n, Zapier, Temporal) to identify differentiation opportunities • Create the strategy for transitioning from traditional rule engines to AI-orchestrated decisioning • Define success metrics and KPIs that demonstrate value across fraud, credit, AML, and onboarding use cases • AI Feature Development (30%) • Agentic Workflow Components: Design autonomous AI nodes that can: • Conduct multi-step investigations across data sources • Generate SAR narratives with supporting evidence • Perform iterative searches until finding conclusive results • Make decisions and explain reasoning in natural language • Learn from investigator feedback to improve future decisions • LLM Integration Framework: Build a flexible system supporting: • Multiple LLM providers (OpenAI, Anthropic, local models) • RAG nodes for policy and regulation lookups • Prompt engineering interface within nodes • Token usage monitoring and cost optimization • Model performance A/B testing within workflows • Intelligent Orchestration: Create smart workflow features: • AI-suggested next nodes based on current data flow • Automatic workflow optimization (identifying bottlenecks) • Anomaly detection on workflow performance • Dynamic routing based on confidence scores • Self-healing workflows that adapt to API changes • Human-in-the-Loop AI: Design collaborative features: • AI draft decisions with human approval nodes • Feedback collection nodes that train models • Explainability widgets showing AI reasoning • Confidence thresholds triggering human review • Audit trails for all AI decisions • Platform Architecture & Design (25%) • Node Library Development: Design 200+ pre-built risk nodes including: • Data ingestion nodes (core banking APIs, bureau connectors, blockchain analyzers) • Enrichment nodes (identity verification, device fingerprinting, graph analytics) • Decision nodes (ML scoring, rules engines, policy tables) • Action nodes (case creation, alert generation, automated responses) • AI nodes (investigation agents, narrative generators, anomaly detectors) • Workflow Studio Features: Create an intuitive builder with: • Split-screen design showing workflow logic and live data flow • Node search with AI-powered recommendations ("nodes similar to velocity checks") • Sticky notes and documentation directly on the canvas • Workflow simulation with synthetic data for testing • Performance profiling showing latency at each node • Template Marketplace: Curate risk-specific workflows: • "FATF-Compliant Transaction Monitoring" template • "SaaS Fraud Prevention Suite" with pre-configured rules • "Instant KYC + Credit Decision" for lending • JavaScript/Python code nodes for custom logic • Webhook nodes for real-time event triggering • API nodes with OAuth management • Git sync for workflow version control • CLI tools for workflow deployment • Cross-Functional Leadership (15%) • Collaborate with engineering to build a platform that's both powerful and performant • Work with risk domain experts (fraud, AML, credit) to ensure workflows meet practitioner needs • Partner with customer success to gather feedback and iterate on platform capabilities • Coordinate with sales and marketing to articulate the platform's unique value proposition • Lead agile ceremonies and maintain clear communication across all stakeholders
Benefits
• Mission-driven teams: Work alongside industry veterans from Meta, Uber, Citi, and Confluent, all united by a shared goal to make the digital world safer. • Ownership and impact: We believe in extreme ownership. You'll be empowered to take responsibility, move fast, and make decisions that drive our mission forward. • Innovate at the cutting edge: Your work will shape how modern finance detects fraud and manages risk. • Compensation: Competitive salary and equity packages, including a 401k plan • Flexibility: Remote-first culture — work from anywhere • Health: 100% Employer covered comprehensive health, dental, and vision insurance with a top tier plan for you and your dependents (US) • Balance: Unlimited PTO policy • Technical: AI First company; both Co-Founders are engineers at heart; and over 50% of the company is Engineering and Product • Culture: Family-Friendly environment; Regular team events and offsites • Development: Unparalleled learning and professional development opportunities • Impact: Making the internet safer by protecting online transactions
No credit card. Takes 10 seconds.