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Credit Risk Data Science Jobs in Baltimore, MD (NOW HIRING)

Maintain oversight of project timelines, resource allocation, and risk management. Qualifications * 8-10 years of professional experience in Data Science, including 2-3 years in a Delivery Lead or ...

Associate Director of Data Science

Columbia, MD · On-site +1

$58K - $59K/yr

Maintain oversight of project timelines, resource allocation, and risk management. Qualifications * 8-10 years of professional experience in Data Science, including 2-3 years in a Delivery Lead or ...

Manage the ongoing credit risk of existing loan portfolios through continuous credit monitoring ... Enter complete and accurate data into Bank systems in support of underwriting and portfolio ...

Manage the ongoing credit risk of existing loan portfolios through continuous credit monitoring ... Enter complete and accurate data into Bank systems in support of underwriting and portfolio ...

Data Scientist

Fort George G Meade, MD · On-site

$156K - $176K/yr

Early data science input during IOC ensures that data collected will be suitable for downstream AI development, reducing risk and accelerating capability maturation during follow-on implementation

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Credit Risk Data Science information

See Baltimore, MD salary details

$36.8K

$113.2K

$196.2K

How much do credit risk data science jobs pay per year?

As of Sep 4, 2026, the average yearly pay for credit risk data science in Baltimore, MD is $113,157.00, according to ZipRecruiter salary data. Most workers in this role earn between $82,000.00 and $139,600.00 per year, depending on experience, location, and employer.

What is credit risk data science?

Credit Risk Data Science is a specialized field that uses statistical analysis, machine learning, and data modeling techniques to assess and predict the likelihood that a borrower will default on a loan or credit obligation. Professionals in this field analyze large datasets from financial transactions, credit reports, and market trends to develop models that help financial institutions make informed lending decisions. Their work helps manage risk, set appropriate interest rates, and comply with regulatory standards. By leveraging advanced analytics, credit risk data scientists play a crucial role in minimizing losses and maximizing profitability for banks and lenders.

What skills and qualifications are needed to thrive as a credit risk data scientist?

To thrive as a Credit Risk Data Scientist, you need strong analytical skills, proficiency in statistical modeling, and a solid background in finance, mathematics, or a related field, often supported by an advanced degree. Familiarity with programming languages like Python or R, experience with machine learning frameworks, and knowledge of credit risk modeling tools such as SAS or SQL are typically required. Critical thinking, attention to detail, and effective communication are vital soft skills for interpreting data and collaborating with stakeholders. These abilities are crucial for building accurate risk models, informing strategic decisions, and ensuring regulatory compliance in financial institutions.

How does a credit risk data scientist typically collaborate with other teams within a financial institution?

Credit Risk Data Scientists often work closely with credit analysts, risk managers, and IT professionals to develop, validate, and implement models that assess borrower risk. They frequently participate in cross-functional meetings to translate complex analytical findings into actionable business insights. Collaboration with compliance and regulatory teams is also common to ensure that risk models meet current regulatory standards. Effective communication and teamwork are essential, as the role bridges technical model development and practical risk management decisions.

What are popular job titles related to Credit Risk Data Science jobs in Baltimore, MD?

For Credit Risk Data Science jobs in Baltimore, MD, the most frequently searched job titles are:

What job categories do people searching Credit Risk Data Science jobs in Baltimore, MD look for?

The top searched job categories for Credit Risk Data Science jobs in Baltimore, MD are:

What cities near Baltimore, MD are hiring for Credit Risk Data Science jobs?

Cities near Baltimore, MD with the most Credit Risk Data Science job openings:

Infographic showing various Credit Risk Data Science job openings in Baltimore, MD as of August 2026, with employment types broken down into 1% As Needed, 82% Full Time, 13% Part Time, and 4% Contract. Highlights an 87% Physical, 3% Hybrid, and 10% Remote job distribution, with an average salary of $113,157 per year, or $54.4 per hour.

Commercial Credit Senior Associate

M&T Bank

Baltimore, MD • On-site

Full-time

Posted 29 days ago


M&T Bank rating

7.8

Company rating: 7.8 out of 10

Based on 187 frontline employees who took The Breakroom Quiz

77th of 174 rated banks


Job description

Overview:

The Commercial Credit Senior Associate plays a pivotal role in assessing and managing credit risk for commercial clients at M&T Bank. This position involves analyzing financial statements, monitoring loan portfolio, and ensuring compliance with credit policies and regulatory requirements. This client facing role serves as a critical link between relationship managers (RM) and credit risk management to facilitate sound lending decisions and portfolio management.

Primary Responsibilities:

  • Focus on transaction execution and portfolio management and will partner with senior team members on complex transactions/account coverage.

  • Facilitate the credit needs of customers by underwriting new requests and material modifications from deal screen through approval and for the life of the loan. This analysis may include recommending adding or removing conditions.

  • Manage the ongoing credit risk of existing loan portfolios through continuous credit monitoring (CCM) activities enabling the timely identification of emerging credit risk so that appropriate actions can be taken to manage the risk, minimize losses and assign an accurate risk rating. A CCM program includes but is not limited to annual reviews, interim update memos, a covenant monitoring program, problem loan management, early warning indicators, and other forms of credit surveillance.

  • Review all pertinent credit and financial information, including but not limited to financial statements, tax returns, due diligence reports, credit bureaus, appraisals, internal credit information, industry research and peer data. Determine the need for more thorough investigation or additional information, and coordinate gathering of such information.

  • Analyze financial information and related materials and complete the credit analyses for the Bank's commercial transactions. Written analyses to include an independent credit quality assessment with well-supported risk rating, identification of and description of credit risks and mitigants, industry concerns, market trends, financial trends, and other pertinent credit issues of respective deals.

  • Make appropriate structure recommendations based on an analysis and evaluation of scenarios including the company's case, bank's base case and a downside case.

  • As part of managing the ongoing credit risk of existing portfolios, identify suspicious activity and activity that may be contrary to customer's interest.

  • Partner proactively with relationship managers and be intimately involved throughout the deal process, from deal screen through approval and for the life of the loan to maintain timely and accurate risk ratings for a portfolio of commercial credits. Spread financial statements and prepare financial models designed to sensitize various conditions impacting the proposed transaction.

  • Prepare cash flow, collateral schedules, covenant sensitivity calculations, financial models, and guarantor statement analysis as appropriate.

  • Attend client/prospect calls with RMs to gain a thorough understanding of the client/prospect and their business to effectively analyze and underwrite the proposed transaction. Based on underwriting parameters, recommend the risk rating.

  • Prepare summary, present facts, and offers opinions concerning credit-worthiness. Assist in the structure of loan requests, where appropriate, to include suggestions on terms, conditions, controls, collateral, and guarantors.

  • Displays deep understanding of financial regulatory environment as it applies to underwriting most forms of commercial credit transactions.

  • Ensure credit policy compliance by verifying adherence of underwriting to the Commercial Credit Policy, and evaluating any risk associated with non-compliance Present analysis or address questions during credit request discussions or committee presentations.

  • Understand and adhere to the Company's risk and regulatory standards, policies and controls in accordance with the Company's Risk Appetite. Identify risk-related issues needing escalation to management.

  • Promote an environment that supports belonging and reflects the M&T Bank brand.

  • Maintain M&T internal control standards, including timely implementation of internal and external audit points together with any issues raised by external regulators as applicable.

  • Complete other related duties as assigned.

Scope of Responsibilities:

Commercial Credit is responsible for the credit delivery of the Bank's commercial clients throughout the credit lifecycle. Credit assessments range from initial analyses of new relationships to the Bank to material modifications or restructurings of long-term relationships and ongoing monitoring through the life of the loan. Commercial Credit is also responsible for ensuring the accurate completion of the Bank's risk rating scorecards and financial statement spreads. The work completed in this capacity is used to make credit decisions for new or renewed or amended credit transactions.

Position is an account coverage role and focuses on transaction execution and portfolio management.

The position interacts with commercial banking relationship managers throughout the bank's footprint and industry verticals as well as other internal personnel on credit approvals.

Ability to lead a transaction execution team in partnership with a Commercial Credit Analyst.

Customer interaction is expected.

Works independently with limited supervision.

Supervisory/Managerial Responsibilities:

Input into the development of and training of junior/newly hired Analysts.

Education and Experience Required:

Bachelor's degree in Accounting, Finance, Economics, or related field and 5 years' experience in commercial credit, public accounting, financial statement preparation/analysis or other financial analysis. In lieu of a degree, a combined minimum 9 years' higher education and work experience, to include 5 years' experience in commercial credit, public accounting, financial statement preparation/analysis or other financial analysis.

Strong analytical skills with proficiency in financial modeling and analysis of credit metrics. Ability to calculate and interpret financial ratios, analyze date, and complete trend analysis.

Emerging proficiency with understanding and negotiating legal documentation including structural analysis and the ability to structure transactions independently.

Excellent verbal and written communication skills.

Critical thinking and problem-solving abilities.

Attention to detail and high level of accuracy.

Ability to work independently and as a part of a team.

Strong organizational and time management skills.

Customer focused with strong interpersonal and relationship building skills.

Proficiency in Microsoft Office.

Education and Experience Preferred:

Experience with Capital IQ, FactSet, and Bloomberg.

M&T Bank is committed to fair, competitive, and market-informed pay for our employees. The pay range for this position is $113,300.00 - $188,800.00 Annual (USD). The successful candidate's particular combination of knowledge, skills, and experience will inform their specific compensation.LocationBaltimore, Maryland, United States of America

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