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Lead ML Engineer, AI Governance

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

$150000 / YEARLY (est.)
min
max
$120000K
$180000K

If an employer mentions a salary or salary range on their job, we display it as an "Employer Estimate". If a job has no salary data, Rise displays an estimate if available.

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

At Visa, we're on the lookout for a Lead ML Engineer focused on AI Governance to join our dynamic team in Bangalore, India. If you are passionate about merging data science with financial technology, this role might be your perfect match! In this position, you'll lead various Data and System Engineering teams, shaping the future of Visa's AI governance efforts. Your innovative approach will help us develop next-generation solutions that not only uphold the highest standards of security and reliability but also enhance our customer experience. As a leader, you'll be responsible for strategy and planning, and you'll have the opportunity to build upon our established Data Science practices. In this role, you will explore exciting new technologies and will drive decisions based on analytical insights. If you’re someone who thrives in a fast-paced environment, enjoys collaborating with cross-functional teams, and has a knack for problem-solving, Visa would love to hear from you. With the challenges that come with AI governance, you’ll never have a dull moment! You’ll engage in influential discussions with engineering teams, advocate for data-driven strategies, and promote a culture of continuous improvement. This hybrid position offers flexibility, and we will specify the in-office requirements as you move through the hiring process. Join us at Visa and help us uplift everyone, everywhere through innovation in payments technology!

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

As a Lead ML Engineer in AI Governance at Visa, you will oversee the entire product development lifecycle, ensuring that our AI systems are well-governed and compliant. You'll strategize and lead initiatives focused on engineering efficiency, engage in technical discussions with various engineering teams, and build robust AI governance platforms that address evolving challenges in AI. Your role involves mentoring your team, advocating for ethical AI practices, and utilizing your expertise in machine learning and big data to drive business decisions.

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

To be considered for the Lead ML Engineer position at Visa, you should have at least 12 years of relevant experience in the software technology industry, with 8 years in leadership roles. A strong background in machine learning, software development, and experience with frameworks like TensorFlow or PyTorch is essential. Knowledge of ethical AI practices and real-world applications built on models from OpenAI or Anthropic is highly desirable. An advanced degree in a related field can also enhance your candidacy.

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What programming languages should a Lead ML Engineer at Visa be proficient in?

A successful Lead ML Engineer at Visa should be proficient in programming languages such as Python, R, Golang, or Java. Additionally, familiarity with machine learning frameworks and a solid understanding of software development processes are important. Knowing how to deploy applications using CI/CD tools and containerization will also be beneficial in this role!

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Is experience with AI governance necessary for the Lead ML Engineer position at Visa?

Yes, experience with AI governance is crucial for the Lead ML Engineer role at Visa. You will be responsible for ensuring that AI models are developed and maintained following compliance frameworks that advocate for reliability, fairness, and transparency. This includes addressing bias mitigation and ethical considerations, making it essential for candidates to have a strong understanding of AI governance practices.

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What is the company culture like for a Lead ML Engineer at Visa?

The company culture at Visa is dynamic, innovative, and focused on growth and collaboration. As a Lead ML Engineer, you'll be surrounded by talented professionals and a supportive environment that encourages learning and knowledge sharing. Visa promotes a culture of adaptation and iterative success, empowering you to take the lead in developing groundbreaking AI solutions while fostering an inclusive atmosphere.

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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 role?

When answering this question, reflect on your hands-on experience with various machine learning frameworks like TensorFlow or PyTorch. Share specific projects where you implemented these technologies, discussing the challenges you faced, the solutions you developed, and the results you achieved.

Join Rise to see the full answer
How would you approach developing an AI governance platform?

Discuss your strategy for identifying the critical components of an AI governance platform, including compliance requirements, ethical frameworks, and risk mitigation strategies. Emphasize collaboration with cross-functional teams to ensure all stakeholders are aligned and the platform meets user needs.

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What strategies do you have for mentoring junior developers in your team?

Share practical mentoring techniques you’ve used before, such as conducting regular one-on-one sessions, providing constructive feedback, and fostering an environment where junior developers feel comfortable asking questions. Emphasize the importance of empowering your team for professional development.

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What are the key considerations for implementing ethical AI practices?

When discussing this, touch on fairness, accountability, and transparency. Share your insights about bias mitigation techniques, the importance of diverse datasets, and collaboration with stakeholders to ensure the AI models adhere to ethical standards throughout the development lifecycle.

Join Rise to see the full answer
How do you stay up to date with emerging technologies in AI?

Focus on your continuous learning habits, such as attending conferences, participating in online courses, reading industry publications, and engaging with professional communities. Mention any specific tools or resources that have significantly impacted your understanding of AI advancements.

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Describe your experience with team leadership and project management.

Share examples of previous leadership roles where you directed teams through successful project completions. Discuss your management style, strategies for ensuring deadlines are met, and how you motivated your team to achieve their objectives.

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What do you believe is the biggest challenge in AI governance today?

Highlight your understanding of the complexities surrounding AI governance, such as rapid technological advancements, ethical dilemmas, compliance with regulations, and maintaining trust among users. Provide insight into how you would address these challenges in your role.

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How do you approach working in an agile environment?

Emphasize your experience with agile methodologies, including your role in daily stand-ups, sprint planning, and retrospective meetings. Discuss how you adapt to changes and your methods for ensuring team collaboration throughout the process.

Join Rise to see the full answer
Can you give an example of how you used data to drive business decisions?

Provide a tangible scenario where you collected, analyzed, and interpreted data to make strategic decisions. Discuss the impact of your decision on the project's outcome, emphasizing the importance of data-driven insights in AI governance.

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What are your thoughts on the future of AI governance?

Share your vision of how AI governance should evolve. Discuss trends like increased regulation, the need for ethical frameworks, and transparency in AI models. Highlight the importance of responsible AI practices and how you see them influencing the industry.

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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 3, 2025

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