Morgan Stanley
Data Quality Metrics Specialist - Associate

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Data Quality Metrics Specialist - Associate
**Data Quality Metrics Specialist |
Morgan Stanley
About the Role
Join our Data Governance & AI Non-Financial Risk team as a Data Quality Metrics Specialist. This Associate-level role focuses on designing, implementing, and monitoring standardized metrics to evaluate the Firm’s data and Data Quality Program. You'll operate within the Data Quality Controls & Metrics team, reducing Firm-wide data quality risk exposure.
Part of our Legal & Compliance division, you'll play a key role in managing legal, regulatory, and franchise risk to align the Firm with its business objectives.
Responsibilities
- Advise stakeholders on implementing data quality metrics.
- Provide expertise and recommendations for transitioning to an automated metric-producing environment.
- Advise the business on data quality metrics (SME).
- Maintain an inventory of DQ metrics.
- Build strong relationships with key data quality stakeholders and colleagues.
- Collaborate with stakeholders to effectively communicate, listen, and coordinate across the lifecycle of data quality metrics.
- Develop methods to apply the Data Quality Program framework to metrics and monitoring.
- Train other team members and data quality risk officers on metrics.
Reasons to use Rodeo
I’m in my final year doing Economics and I don’t know whether to apply for grad schemes now or do a masters first. What do you think?
Honest answer — it depends on where you want to end up. A lot of top grad schemes (Big 4, civil service, banking) don’t need a masters. Let’s look at the ones you’d be competitive for now, and we can decide if a masters actually adds anything.
Also worth knowing: most autumn 2026 applications are open now. Timing matters more than you think.
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Grad scheme, placement, apprenticeship? Not sure what you want yet — that's fine. Your agent talks it through with you and turns "I have no idea" into a shortlist.
Graduate Consultant — 2026 Scheme
Why you're a good match
StrongYour economics background and your summer at a regional bank line up with what PwC looks for on the consulting scheme. Applications close in four weeks.
See breakdownIt searches the market for you
Every day your agent scans the market matching roles against what actually matters to you, not just keywords on a CV.
Why you're a good match
You’ve got the grades and the economics background, and your bank internship is exactly the experience this scheme looks for. Apply soon — deadlines close within the month.
Experience fit
Your summer at the bank plus your econometrics coursework map directly to the day-one responsibilities on this scheme — client modelling, market briefings, and deal support.
Only hits
No noise. No "maybe this fits." Just roles with a clear explanation of why they're right — and where to focus when applying.
Requirements
Key Criteria:
✅ At least 4 years of relevant experience ✅ Bachelor’s Degree 📊 Strong comprehension of the data lifecycle and data quality approaches (e.g., prioritization) 💻 Advanced Excel or data analysis tool skills (proven experience essential) 🧠 Strong problem-solving and analytical ability 📈 Ability to explain complex topics clearly 🗣️ Outstanding verbal and written communication skills with the ability to influence senior management decisions 📜 Ability to influence and drive project completion
Preferred/Plus:
🔹 Previous experience in data and information risk, data governance, data architecture, or enterprise data modeling 🔹 Experience in driving programme and process adoption
Benefits at Morgan Stanley
As one of the world’s leading financial institutions since 1935 (and with 58 years as Morgan Stanley), we empower our 80,000+ employees to serve clients and communities across 40+ countries. Committed to client-first values, technical excellence, diversity, and inclusivity, we offer:


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✨ Compelling opportunities across markets, industries, and teams worldwide. ✨ A supportive culture honoring work-life balance with comprehensive benefits. ✨ Unprecedented perks, including career mobility for passionate, results-driven individuals.
More than 1,200 offices support your flexibility. Visit https://www.morganstanley.com/about-us/global-offices to explore global opportunities.
Additional Notes
- CRD Role Eligibility: If selected, this may require regulatory certifications or minimum qualifications meeting internal benchmarks.
- Flexible Work: Opportunities available for flexible working arrangements.
- Diversity Commitment: EEO Employer. Our culture thrives on diverse backgrounds and skill sets.
For more, visit: https://www.morganstanley.com/people-opportunities/eeo (EEO Policy)
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