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Credit Risk Data Science Jobs in New Jersey (NOW HIRING)

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 ...

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 ...

This executive-level role will be responsible for credit strategy, risk oversight, underwriting ... data analytics tools, CRM systems, and workflow automation solutions * Experience improving ...

... of risk stratification algorithms, and creation of disease severity indices. Act as a co-participant in cross-functional collaborations with external companies and internal scientific and data ...

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Conduct scenario analysis, what-if studies, optimization, and risk analysis. * Interpret simulation ... Master-level data science industry knowledge and knowledge of the insurance marketplace. What would ...

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Credit Risk Data Science information

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 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.
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What job categories do people searching Credit Risk Data Science jobs in New Jersey look for? The top searched job categories for Credit Risk Data Science jobs in New Jersey are:
What cities in New Jersey are hiring for Credit Risk Data Science jobs? Cities in New Jersey with the most Credit Risk Data Science job openings:

Commercial Credit Analyst

M&T Bank

Paramus, NJ • On-site

Full-time

Posted 15 days ago


M&T Bank rating

7.8

Company rating: 7.8 out of 10

Based on 185 frontline employees who took The Breakroom Quiz

89th of 170 rated banks


Job description

Overview:

A member of the Commercial Credit team that partners with senior team members supporting the duties of underwriting and the on-going monitoring of a portfolio of credit relationships. Responsible for performing supporting analysis, identifying risk issues, and completing sections of credit analysis, as needed, to assess the creditworthiness of commercial clients.

Primary Responsibilities:

  • Facilitate the credit needs of customers by analyzing 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.
  • 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 (RM) and be intimately involved throughout the credit 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 / projection models designed to sensitize various conditions impacting the proposed transaction. Prepare cash flow, collateral schedules, covenant sensitivity calculations, and guarantor statement analysis as appropriate.
  • Enter complete and accurate data into Bank systems in support of underwriting and portfolio management activities.
  • 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.
  • Present analysis or address questions during credit request discussions or committee presentations.
  • Assist in monitoring credit policy compliance by verifying adherence to the Commercial Credit Policy and commenting on any risk associated with non-compliance.
  • Understand and adhere to applicable compliance/operational risk controls in accordance with Company or regulatory standards and policies.
  • 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 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.

Contacts are primarily internal such as credit officers and other bank personnel.

The position interacts with commercial banking relationship managers throughout the bank's footprint and industry verticals.

Customer interaction is expected.

Works independently under general supervision.

Supervisory/Managerial Responsibilities:

N/A

Education and Experience Required:

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

Strong verbal and written communication skills.

Strong analytical ability.

Critical thinking and problem-solving abilities.

Attention to detail with a high level of accuracy.

Strong organizational and time management skills.

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

Customer focused with strong interpersonal skills.

Proficiency with 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 $75,900.00 - $126,500.00 Annual (USD). The successful candidate's particular combination of knowledge, skills, and experience will inform their specific compensation.LocationParamus, New Jersey, United States of America

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