Senior Solution Analyst (Smart Banking AI, Core) - X Delivery

Overview Senior Solution Analyst (Smart Banking AI, Core) - X Delivery at BCG X. We are a diverse team of tech experts building and designing platforms and software to address complex challenges in financial services. The role focuses on infusing AI / ML into core banking offerings for SME & Business Banking and working on client projects with a mix of data science, analytics, and software product development expertise.

The Role As part of BCG X’s product business, you will become a member of the Smart Banking AI product team, focusing on the core offerings within the SME & Business Banking space, aimed at helping financial institutions to infuse AI / ML at the heart of their business development & risk assessment. You will use your data science / analytics capabilities as well as expertise in the banking industry to drive product development and ensure successful customization and deployment on client projects. Prior exposure to banking will be a plus, however not mandatory. You will represent Smart Banking AI on client projects, support case team members, maintain the core product and develop new features. Travel may be required (20-30%).

You\'re Good At You bring a strong blend of technical and consulting skills, applying a solution-oriented mindset to deliver measurable client impact.

Your product-focused approach enhances and complements consulting teams, enabling robust, data-driven software solutions.

Prior experience in analytics engagements or software product development, particularly within financial services, is a strong advantage.

Your Responsibilities Will Include Develop and deliver advanced analytics and decision-support tools for financial institutions

Contribute to client projects by leveraging a customizable Python-based codebase to develop tailored solutions (e.g., credit risk modeling, pricing optimization, cross-sell models)

Serve as a product expert and key technical advisor on projects using proprietary software tools

Support clients and BCG teams in adopting and using the software effectively, acting as a domain and product expert for end users

Coordinate technical and data integration requirements with client IT teams to ensure smooth implementation within existing technology landscapes

Maintain and enhance the Python-based product platform, including software development and curation of data sources for credit scoring, transaction behavior analysis, and pricing elasticity models

Drive development of new features in close collaboration with the product owner and cross-functional stakeholders

Stay informed about latest trends and regulatory developments in credit risk, pricing, and customer analytics

Support business development by demonstrating the product’s capabilities to potential clients and internal teams

What You\'ll Bring Preferred Master’s degree with strong academic achievement, preferably in quantitative sciences or related fields

3-5 years of experience in a consulting environment or financial institution

Excellent analytical and problem-solving skills; ability to learn new topics quickly and conceptualize solutions

Strong knowledge of machine learning in Python and familiarity with packages (e.g., Scikit-learn)

Proficient data engineering and software development skills in Python, with collaborative code development (e.g., Git) and experience with large-scale software tools

Strong product mindset with the ability to build reusable software solutions

Ability to clearly communicate analytical insights through synthesis and packaging of results (presentations, documents, dashboards)

Good to Have Knowledge of MLOps and production ML model lifecycle

Understanding of banking processes, data flows, KPIs, and typical banking tech stacks

Experience in credit risk and banking products

Experience with data versioning and provisioning

Experience with implementing and maintaining ML models and ML Ops concepts

Experience building data and knowledge synthesis systems using GenAI

Additional information BCG X is the tech build & design unit of BCG. We bring together advanced tech knowledge and entrepreneurship to help organizations innovate at scale. We are an Equal Opportunity Employer. All qualified applicants will receive consideration without regard to race, color, age, religion, sex, sexual orientation, gender identity / expression, national origin, disability, protected veteran status, or other characteristics. E-Verify information is available where applicable.

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