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Lead ML Engineer, AI Governance - job 1 of 2

Company Description

Visa is a world leader in payments and technology, with over 259 billion payments transactions flowing safely between consumers, merchants, financial institutions, and government entities in more than 200 countries and territories each year. Our mission is to connect the world through the most innovative, convenient, reliable, and secure payments network, enabling individuals, businesses, and economies to thrive while driven by a common purpose – to uplift everyone, everywhere by being the best way to pay and be paid.

Make an impact with a purpose-driven industry leader. Join us today and experience Life at Visa.

Job Description

Visa operates the world's largest retail electronic payments network and is one of the most recognized global financial services brands. Visa facilitates global commerce through the transfer of value and information among financial institutions, merchants, consumers, businesses, and government entities. 
 We offer a range of branded payment product platforms, which our financial institution clients use to develop and offer credit, charge, deferred debit, prepaid and cash access programs to cardholders. Visa's card platforms provide consumers, businesses, merchants, and government entities with a secure, convenient, and reliable way to pay and be paid in 170 countries and territories. 
 As the leader of the Data & AI organization at Bengaluru, you will work in a rapid-paced environment leading various Data and System Engineering teams developing next generation solutions for Visa. You will have accountability for strategy, planning, hiring, vendor management, and overall execution & delivery of multiple products for Visa’s AI Governance (AIG). You will face big challenges and question the status quo. You will change the way data products are developed at Visa with this initiative. You will build upon an established Data Science research and development practice for Data Products, focused on AI Governance and Compliance. 

Successful candidates will be highly adaptable, possess strong interpersonal and organizational skills, and able to effectively manage multiple work streams. You should have had experience collecting or analyzing engineering data and using this data to drive business decisions. 

In this role, you will spearhead product development and engineering efficiency in product teams by delivering data services, tools, and systems that will accelerate creating products featuring the best customer experience with the highest reliability, security, and outcome for Visa. You will also evangelize the Data Science, ML, AI, Generative AI, Engineering Fundamentals for development teams at Visa. This includes engaging in technical and functional discussions with all the engineering teams. 

We will take a data-driven approach and are passionate about having a culture of learning fast and constantly iterating towards success. You will wear multiple hats and demonstrate breadth, depth, and leadership. The solutions you help create will have a multiplier effect across all of Visa. 

 Responsibilities: 

  • You will leverage sound architectural principles to implement effective and efficient solutions. 

  • You will be a lead working with other developers on building applications from scratch to pushing them into production. 

  • You will play a pivotal role in developing an advanced AI governance platform. This platform will be integral to the management and auditing of Visa's AI/ML systems. Your responsibility will also include addressing evolving challenges in AI governance and responsible AI. 

  • You will explore and evaluate emerging technologies, prototype, and strategize its adaptation within Visa. You will lead code reviews, and deliver high quality codeSupport production systems and constantly improve our user experience. 

  • Follow established software development guidelines and Visa security standards 

  • Build and maintain relationships with the agile team, the user community, architects, and support teams to understand requirements and implement effective solutions 

This is a hybrid position. Expectation of days in office will be confirmed by your Hiring Manager

 

Qualifications

Basic Qualifications:
12+ years of relevant work experience with a Bachelor’s Degree or an Advanced degree (e.g. Masters, MBA, JD, MD) or 4 years of work experience with a PhD, OR 13+ years of relevant work experience.
12+ years’ work experience in the software technology industry.
At least 8 years’ team leadership experience as a team lead or architect.
Experience in software development, big data, and machine-learning processes.
Experience leading a development team in the design, development, coding, testing, and debugging of applications.
Proficiency in machine learning algorithms and techniques, as well as programming languages such as Python, R, Golang or Java.
Experience with machine learning frameworks like TensorFlow or PyTorch is also essential.
Experience working in an agile environment.
Experience in software build and release pipeline using CI/CD tools, containerization, Unix, and shell scripting.
Mentoring and coaching experience.
Skilled in creating and delivering presentations to large audiences.
Developed a full-stack application and supported the user community.
Strong understanding of agentic frameworks such as LangChain, LangGraph, AutoGen, CrewAI, etc.  
Experience with OpenAI or Anthropic or Llama models and developing applications that leverage its capabilities. 
Proficiency in implementing ethical AI practices, including fairness, transparency, and bias mitigation. This involves leading discussions on moral and behavioral AI topics and advocating for best practices in AI implementation. 
Ability to oversee AI governance processes, including the development and maintenance of AI compliance frameworks, and ensuring that AI models are reliable, fair, and transparent. 
Strong understanding of ethical considerations in AI, including the mitigation of bias and ensuring fairness in AI models. 
Familiarity with Retrieval-Augmented Generation (RAG) techniques. 
Hands on experience with Pre-Training, Fine-Tuning, Reinforcement Learning. 
Prior experience in Google Cloud Vertex AI, AWS SageMaker or Azure Machine Learning Studio is a plus. 

Additional Information

Visa is an EEO Employer. Qualified applicants will receive consideration for employment without regard to race, color, religion, sex, national origin, sexual orientation, gender identity, disability or protected veteran status. Visa will also consider for employment qualified applicants with criminal histories in a manner consistent with EEOC guidelines and applicable local law.

Average salary estimate

$140000 / YEARLY (est.)
min
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$120000K
$160000K

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What You Should Know About Lead ML Engineer, AI Governance, Visa

Join Visa as a Lead ML Engineer in AI Governance, based in the vibrant tech hub of Bangalore, India! Here at Visa, we’re not just a global leader in payments and technology, but also a community that thrives on innovation and collaboration. As part of our mission to connect the world through secure and reliable payment solutions, you will lead strategic efforts in the Data & AI organization, driving the evolution of AI governance products. In this role, you’ll manage multiple Data and System Engineering teams, where your expertise will enhance our AI governance practices and compliance frameworks. Expect to engage with cross-functional teams, advocate for best practices in AI implementation, and deliver high-quality data services that enhance customer experience. You’ll leverage your robust software development skills and proficiency in machine learning technologies, including Python, TensorFlow, and ethical AI principles. This position offers you the chance to explore emerging technologies while ensuring our AI solutions are transparent and fair. If you're ready to tackle big challenges and bring your visionary ideas to life at Visa, let’s connect and explore the impact we can make together!

Frequently Asked Questions (FAQs) for Lead ML Engineer, AI Governance Role at Visa
What are the primary responsibilities of the Lead ML Engineer in AI Governance at Visa?

The Lead ML Engineer in AI Governance at Visa is responsible for leading the Data & AI organization in Bengaluru, focusing on the development of AI governance products. Key responsibilities include overseeing strategy and execution, managing various engineering teams, ensuring compliance and ethical AI practices, and delivering high-quality data solutions that enhance customer experiences.

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What qualifications are required for the Lead ML Engineer position at Visa?

Candidates for the Lead ML Engineer role at Visa should have at least 12 years of relevant work experience in the software technology industry, with a strong background in machine learning processes. A Bachelor's or advanced degree in a related field is preferred, along with significant team leadership experience, proficiency in programming languages like Python and Java, and a deep understanding of ethical AI considerations.

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What technologies should a Lead ML Engineer at Visa be familiar with?

A Lead ML Engineer at Visa should be proficient in programming languages such as Python and R, as well as machine learning frameworks including TensorFlow and PyTorch. Familiarity with DevOps tools, CI/CD pipelines, and cloud services like AWS and Google Cloud is essential, along with a strong understanding of ethical AI frameworks and compliance processes.

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What can candidates expect from the work environment as a Lead ML Engineer at Visa?

Working as a Lead ML Engineer at Visa means engaging in a dynamic and fast-paced environment. Candidates will collaborate with innovative teams across various projects, leading discussions on AI governance and implementing effective solutions, while also having the flexibility of a hybrid work model.

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How does Visa promote ethical AI practices within the AI Governance team?

Visa promotes ethical AI practices by advocating for fairness, transparency, and bias mitigation in AI implementations. The Lead ML Engineer will oversee AI governance processes and ensure that all AI models comply with the established ethical frameworks, thereby fostering a culture of responsibility and innovation.

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Common Interview Questions for Lead ML Engineer, AI Governance
Can you describe your experience with machine learning frameworks relevant to the Lead ML Engineer position?

When answering this question, reflect on specific projects where you've used popular machine learning frameworks like TensorFlow or PyTorch. Highlight any unique challenges you faced and how you overcame them using these frameworks.

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How do you approach team leadership and collaboration within a technical environment?

Demonstrate your leadership skills by sharing examples of how you foster collaboration among team members, encourage knowledge sharing, and resolve conflicts. Emphasize your experience in mentoring and guiding junior engineers.

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What steps do you take to ensure that the AI models you develop are ethical and comply with governance standards?

Discuss your understanding of ethical AI practices and how you incorporate them into your workflows. Provide examples of how you've implemented compliance frameworks and performed bias assessments in previous roles.

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Can you explain a complex ML problem you solved and its impact on the project?

Focus on a specific use case where you applied machine learning techniques to drive substantial project improvements. Detail your thought process, the algorithms used, and how the results benefited the team or organization.

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What are your strategies for keeping up with the latest advancements in AI and machine learning?

Share your methods for continuous learning, including following industry publications, attending conferences, or participating in online forums. Mention specific technologies or trends you're currently exploring.

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Describe your experience with software development life cycles in agile environments.

Highlight your familiarity with agile methodologies, discussing your role in sprints, reviews, and retrospectives. Mention your contribution to iterative development and how you adapt to changes in project scope.

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What role does data governance play in artificial intelligence development?

Explain the importance of data governance in AI, focusing on its impact on model accuracy, transparency, and regulatory compliance. Provide insights into best practices you've implemented in past projects.

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How do you handle code reviews and ensure quality in your development team?

Describe your code review process, emphasizing best practices for maintaining high-quality standards. Highlight the significance of constructive feedback and how you encourage a culture of continuous improvement.

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What experiences do you have with cloud technologies relevant to machine learning?

Discuss your experiences leveraging cloud platforms like AWS, Google Cloud, or Azure for deploying and scaling ML models. Share how these technologies have influenced your project outcomes.

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Can you provide an example of how you effectively communicated technical concepts to a non-technical audience?

Share a specific instance where you broke down complex technical information, perhaps during a presentation or meeting. Emphasize the techniques you used to ensure clarity and engagement among all participants.

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Visa Inc. operates as a payments technology company worldwide. The company facilitates commerce through the transfer of value and information among consumers, merchants, financial institutions, businesses, strategic partners, and government entiti...

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Full-time, hybrid
DATE POSTED
April 24, 2025

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