





Tier-1 employer, metro location, and mid-level BA title increase competition, but PySpark specialization reduces density.
PySpark and analytics skills transfer across industries, but banking domain experience is a meaningful preference.
Mandatory PySpark technical skill and regulated banking environment increase filtering rigor.
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Gather operational data from multiple cross-functional stakeholders to analyze past business performance and identify trends.
Provide actionable insights to support business planning, process improvement, and strategy development.
Translate data analyses into clear business recommendations and communicate findings to business partners and senior leaders.
Experience with PySpark required.
Bachelor's degree or equivalent experience mandatory.
Business analysis experience required; Banking domain experience is a plus but not mandatory.
Experience with AI is a bonus but not mandatory.
Capable of independently handling complex analytical problems with moderate business impact.
Skilled in communicating complex data insights diplomatically to diverse stakeholders including senior leaders.
Experience working across cross-functional teams in business decision support environments, preferably within financial services.