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Known employer and popular ML title increase applicants, but production ML specialization narrows candidate pool.
Production ML skills transfer across industries, but banking security and compliance increase domain sensitivity.
Emphasis on production ML deployment, scaling, and team coaching implies moderate filtering by specialist experience.
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Design and implement patterns, tooling, and templates for rapid, efficient AI/ML model deployment in production.
Scale AI/ML solutions on strategic infrastructure, integrating them into existing systems.
Support capability growth via coaching and/or managing a small team.
Work Experience Required: Not explicitly mentioned in the JD.
Experience with AI/ML model deployment and scaling on infrastructure.
Ability to support or manage a small team (implying some leadership experience).
Hybrid working location; flexible working options available.
Experienced in operationalizing AI/ML solutions within complex environments and existing systems.
Capable of coaching or managing small teams, indicating mid-level or higher seniority.
Comfortable working within established procedures, managing change elements, and using risk management systems.