Data Science Consultant
Core
Client-facing Data Science Consultant designing, building, and deploying AI/ML solutions for financial services customers to solve business challenges like fraud detection and credit risk.
Role type
Senior IC Data Science Consultant (Client-facing)
Builds
Production ML models, PoCs, pilots, and client-centric AI solutions integrated with SymphonyAI products
Domain
Financial Services (Financial Crime, Compliance, Banking, Payments)
Required skills
Client engagement and solution design, Model development and delivery (NLP/LLMs, graph analytics, supervised/unsupervised learning), Data engineering and integration, Change management and enablement, SQL, Python (Pandas, NumPy, scikit-learn), MLOps practices
Preferred skills
Financial regulatory knowledge (AML, KYC, FATCA, CRS), Unix systems knowledge, Master's or PhD in quantitative field
Technologies
Python, SQL, Spark, SHAP, LIME, Vector databases, CI/CD, Model registry
Responsibilities
Lead discovery workshops to define success metrics and translate business problems into AI solutions, Build and evaluate models for financial use cases (fraud detection, alert triage, credit risk), Implement explainability and bias/fairness testing, Deliver high-quality PoCs and pilots with robust MLOps practices, Profile, transform, and validate data using SQL/Spark, Plan and execute user acceptance testing and knowledge transfer
Seniority
Senior, hands-on IC with client leadership
