Lead - Data Science

Posted 3 Days Ago
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Bangalore, Bengaluru Urban, Karnataka
Senior level
Fintech • Consulting
The Role
As a Lead in Data Science, oversee the validation of AI and ML models, ensure compliance and accuracy, drive AI project implementations, mentor team members, and contribute to policy development while collaborating across departments.
Summary Generated by Built In

Equifax is where you can power your possible. If you want to achieve your true potential, chart new paths, develop new skills, collaborate with bright minds, and make a meaningful impact, we want to hear from you.

Synopsis of the role

Join our Model Risk Management group as a Lead- Data Science, where you'll play a pivotal role in ensuring the accuracy and reliability of our models. Supervise projects and team members while delving into complex data sets across multiple domains. Collaborate with cross-functional teams to assess, validate, and enhance AI and ML models that serve the needs of our clients and help consumers live their financial best.

What you’ll do

Lead and conduct independent validations of AI/ML models(traditional and Generative AI) across multiple financial domains, including consumer and commercial credit risk, marketing, fraud, and AML. Ensure the accuracy, reliability, and compliance of models by overseeing and conducting thorough validations.

Drive AI validation projects by conceptualizing, planning, and executing them to ensure their successful implementation and alignment with organizational goals.

Engage with various departments to ensure cohesive strategy implementation, sharing insights, and fostering a collaborative work environment.

Contribute expertise to the development of policies that guide AI practices and model risk management, ensuring regulatory compliance and ethical standards. Stay updated on the evolving regulatory landscape around AI and ML

Mentor and develop team members, fostering a culture of collaboration and building a robust, knowledgeable team.

Utilize Google Cloud Platform(GCP) to enhance efficiency by automating workflows and improving process integration.

Contribute to the design and execution of model testing and monitoring processes.

What experience you need

7+ years of model validation or Model Risk Management experience preferably within the banking and financial services domain, with a deep understanding of industry-specific requirements and challenges.

Demonstrated expertise in AI techniques(Machine learning, natural language processing, deep learning) and their applications. Experience with ML libraries such as TensorFlow, Keras, PyTorch, Scikit- learn or equivalent required. 

Minimum of 1 year of experience in supervising projects and team members, demonstrating ability to successfully manage multiple projects and stakeholders simultaneously

Foundational knowledge of Generative AI, with relevant coursework. Must stay updated on latest trends and regulations in this field.

Advanced level programming in Python and SQL 

Strong interpersonal skills with the ability to lead teams, manage client relationships, and collaborate effectively with partners.

Experience collaborating with partners, stakeholders and teams across multiple geographies and levels of the organization

In-depth knowledge of regulations surrounding AI in the banking industry and practical experience in credit risk and fraud models.

Ability to articulate complex concepts clearly and effectively to diverse stakeholders, ensuring understanding across various levels of technical proficiency.

Master’s degree or higher in Statistics, Mathematics, Engineering, Economics, Data Science or other relevant discipline, demonstrating a high level of expertise and commitment to the field.

What could set you apart

Experience in developing, validating or implementing Gen AI models

Prior regulatory modeling development experience including ECL, Stress testing, CECL/IFRS9

First hand experience on cloud based platforms including GCP & AWS

Excellent communication and presentation skills

We offer a hybrid work setting, comprehensive compensation and healthcare packages, attractive paid time off, and organizational growth potential through our online learning platform with guided career tracks.

Are you ready to power your possible? Apply today, and get started on a path toward an exciting new career at Equifax, where you can make a difference!

Primary Location:

IND-Bangalore-Equifax-Analytics

Function:

Function - Data and Analytics

Schedule:

Full time

Top Skills

Python
SQL
The Company
HQ: Atlanta, GA
16,742 Employees
On-site Workplace

What We Do

At Equifax (NYSE: EFX), we believe knowledge drives progress. As a global data, analytics, and technology company, we play an essential role in the global economy by helping financial institutions, companies, employers, and government agencies make critical decisions with greater confidence. Our unique blend of differentiated data, analytics, and cloud technology drives insights to power decisions to move people forward.

Headquartered in Atlanta and supported by nearly 15,000 employees worldwide, Equifax operates or has investments in 24 countries in North America, Central and South America, Europe, and the Asia Pacific region.

For more information, visit Equifax.com.

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