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SW Engineer - Gen AI Developer

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

The Reliability Engineering Automation team prides itself in keeping Visa systems up and secure, catering to the 24*7 needs of the business. The team uses AI to aggregate observational data (from monitoring systems output, job logs, syslog, etc.) and data from ticketing, incident, and event management system data to produce a virtuous circle of continuous insights yielding continuous improvements and fixes The Senior Software Engineer, a highly motivated senior individual contributor based in Singapore, responsible for designing and developing effective solutions in accordance with industry standards on best web development practices. As part of the team, you will be required to own key modules, perform code and design AI architectural reviews, suggest best practices and implement design and development standards. The role is a senior Analyst who has the passion to solve problems, factor old codes, learn and pick up new technologies like generative AI, chatops. The role will also be required to lead implementations on key modules and mentor junior team members,


Responsibilities:

  • Have the passion in developing and supporting the growth of the next generation software architectures and inspire innovation within the team
  • Develop scalable real-time low-latency Artificial Intelligence processing solutions in an agile delivery method
  • Lead and guide the team in AI design, code and implement new algorithms to solve complex problems
  • Develop AIOPS solutions using available tools and technologies and assist the global team in problem resolution by hands-on participation.
  • Engage technical workshops with cross-vertical Technology partners for cross-vertical integration in software development

Design and Development:

  • Develop and implement AI/ML models and algorithms.
  • Design and build scalable machine learning pipelines.
  • Collaborate with data scientists and other engineers to integrate AI/ML solutions into production systems.

Data Management:

  • Collect, preprocess, and analyze large datasets.
  • Ensure data quality and integrity.
  • Work with data engineers to optimize data workflows.

Model Training and Evaluation:

  • Train and fine-tune machine learning models.
  • Evaluate model performance using appropriate metrics.
  • Continuously monitor and improve the accuracy and efficiency of models.

Research and Innovation:

  • Stay updated with the latest advancements in AI/ML technologies.
  • Conduct research to explore new techniques and methodologies.
  • Experiment with new ideas and approaches to improve existing solutions.

Collaboration and Communication:

  • Work closely with cross-functional teams to understand business requirements along with seniors.
  • Communicate technical concepts and results to non-technical stakeholders.

This is a hybrid position. Hybrid employees can alternate time between both remote and office. Employees in hybrid roles are expected to work from the office 2-3 set days a week (determined by leadership/site), with a general guidepost of being in the office 50% or more of the time based on business needs.

Qualifications

Preferred Qualifications:-

  • Bachelor’s Degree or equivalent in the Computer Science, Computer Engineering, or Information Technology disciplines with strong fundamentals in software engineering.
  • At least 1 to 2 years of working experience in the IT industry with web development experience with Machine Learning and Artificial Intelligence in IT operations using data analytics theory and applications

Technical Qualifications:-

  • 1 to 2 years of hands-on experience in development of applications using AIOps technologies like Generative AI, Chatops AI, NLP models, RAG etc.
  • Basic knowledge of at least one or more programming language: Golang, Java, C#, python or NodeJS, Angular, html
  • Explore, understand, and implement most recent Machine Learning algorithms and approaches for supervised and unsupervised machine learning and deep learning.
  • Handle and process multi-terabyte data sets in scale-up and scale-out environments.
  • Engage in full stack development from REST service to persistence adopting latest state-of-the-art technologies.
  • Ability to design, develop and debug cloud applications. Ideally have some experience developing application on modern cloud platform.
  • Create excellence both in terms of results, quality and system scalability through continuous evaluation, analysis, and refinement of the application implementation.
  • Use AI and big data to identify opportunities and work with partner teams to improve systems availability and automate/optimize operations.
  • Develop business cases for automation and partner with the relevant teams to implement them.
  • Software engineering principles (preferably Agile/Scrum) and their application to the creation of self-healing infrastructure and applications.
  • Good understanding of micro service architecture, Git and how to configure and deploy complex containerized applications
  • Good to have enterprise-level client-server web application development in Java/J2EE, C# and OOP.
  • Good understanding of SSDLC, Agile methodologies. Agile development experience in a SCRUM environment is a strong plus.
  • Excellent articulation, communication, interpersonal and collaboration skills are required.
  • Excellent time management, organization and planning skills are essential.
  • At least 1+ years of working experience with defining system architecture and design patterns.
  • At least 1+ years of designing systems for greenfield engineering projects from ground up.
  • Knowledge of content management concepts and systems will be advantageous.
  • Analytical skills to understand business requirements and to translate into technical specifications.
  • Problem solver with excellent skills in troubleshooting.
  • Ability to set priorities in a multi-tasking environment.
  • Ability to negotiate with both Technology and Business counterparts in terms of delivery scope and timelines that aligns with capacity of the delivery team.
  • Passion to learn and pick up new technologies as needs evolves.

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

$80000 / YEARLY (est.)
min
max
$60000K
$100000K

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 SW Engineer - Gen AI Developer, Visa

At Visa, we're looking for an innovative SW Engineer - Gen AI Developer to join our Reliability Engineering Automation team in Bangalore, India. This is a fantastic opportunity to be part of a world-leading payments technology company, where you will contribute to keeping our systems secure and operational around the clock. As a Senior Software Engineer, you will leverage your expertise in Artificial Intelligence to create effective, scalable solutions and support the growth of next-generation software architectures. Your role will include designing and developing AI processing solutions, mentoring junior team members, implementing new algorithms, and collaborating with cross-vertical technology partners. If you’re passionate about problem-solving and keen to explore cutting-edge technologies like generative AI, then this role is a perfect fit for you. You’ll have the opportunity to develop AI/ML models, build scalable machine learning pipelines, and engage in the continuous improvement of our systems. Plus, with a hybrid working model, you can balance your time between the office and your home. Join us at Visa, where you can make a meaningful impact and be part of an inspiring work culture focused on uplifting everyone, everywhere.

Frequently Asked Questions (FAQs) for SW Engineer - Gen AI Developer Role at Visa
What are the primary responsibilities of the SW Engineer - Gen AI Developer at Visa?

The SW Engineer - Gen AI Developer at Visa is primarily responsible for designing and developing scalable real-time low-latency AI processing solutions, leading AI design and implementation, and mentoring junior engineers. Your role will require you to integrate AI/ML solutions into production systems while collaborating with data scientists to ensure optimal performance.

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What qualifications are required for the SW Engineer - Gen AI Developer position at Visa?

Candidates for the SW Engineer - Gen AI Developer position at Visa should ideally hold a Bachelor’s Degree in Computer Science, Engineering, or IT, with 1-2 years of experience in web development, specifically involving AI and Machine Learning. Practical knowledge of programming languages such as Python, Java, or Golang is also essential.

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How does Visa support the growth of employees in the SW Engineer - Gen AI Developer role?

Visa actively encourages the professional development of its employees, particularly those in the SW Engineer - Gen AI Developer role. You will have opportunities to lead key projects, mentor juniors, and participate in technical workshops, ensuring continuous learning and growth in your career.

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What technologies will I work with as a SW Engineer - Gen AI Developer at Visa?

As a SW Engineer - Gen AI Developer at Visa, you will work with cutting-edge technologies, including Generative AI, AIOps, and various machine learning algorithms. You will have the chance to experiment with new ideas while developing applications on modern cloud platforms and utilizing big data to enhance operational efficiencies.

Join Rise to see the full answer
What is the work environment like for the SW Engineer - Gen AI Developer at Visa?

The work environment for the SW Engineer - Gen AI Developer at Visa is hybrid, allowing employees to balance remote work with in-office collaboration. Team members are expected to be in the office 2-3 days a week, providing a flexible yet engaging work culture.

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Common Interview Questions for SW Engineer - Gen AI Developer
Can you explain your experience with machine learning algorithms as they relate to the SW Engineer - Gen AI Developer role?

When answering this question, focus on specific algorithms you have worked with, such as supervised and unsupervised learning methods. Discuss your practical applications and how you have contributed to model training and evaluation, ensuring to relate it back to how it can benefit Visa's projects.

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Describe a challenging technical problem you faced and how you solved it.

For this question, detail a specific challenge related to software engineering or AI, outlining the steps you took to resolve it, the collaboration involved, and the ultimate outcome. This illustrates your problem-solving skills and technical competence relevant to the SW Engineer - Gen AI Developer position.

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How do you ensure code quality and design standards in your projects?

Emphasize your approach to code reviews, adherence to industry best practices, and the importance of unit testing or automated testing. Mention your habit of documenting processes to facilitate future enhancements, aligning with Visa's high-quality standards.

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Can you give an example of a project where you implemented AI solutions?

Share a project wherein you successfully integrated AI or ML solutions. Discuss the technologies used, the challenges faced, and the impact your work had on the team or project goals, which showcases your direct experience with relevant tasks.

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What programming languages are you proficient in, and how have you applied them in your work?

Discuss the programming languages relevant to the SW Engineer - Gen AI Developer role, such as Python, Java, or Golang. Provide examples of how you've utilized these languages in specific projects, focusing on how your expertise contributes to successful outcomes.

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How do you stay updated with the latest AI/ML technologies?

Talk about your commitment to continuous learning, mentioning online courses, workshops, conferences, or reading relevant articles. Highlight how staying updated allows you to bring innovative solutions to the SW Engineer - Gen AI Developer role at Visa.

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What are some of the challenges you foresee in developing AI solutions at Visa?

Consider discussing potential challenges like data privacy, the need for accurate data collection, or integrating AI into legacy systems. Be sure to propose your thoughts on how to address these challenges effectively.

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Explain your experience with data management and processing in AI applications.

Provide an overview of how you handle data preprocessing, ensuring data quality, and the techniques you employ for effective data management within AI projects. Link this experience to its importance in the development of Visa's AI initiatives.

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How have you collaborated with cross-functional teams in your previous roles?

Illustrate your experience working with diverse teams, whether they were technical or business-focused. Share how collaboration contributed to the success of projects, emphasizing effective communication and understanding of various business needs.

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What is your approach to mentoring junior team members?

Explain your mentoring philosophy, focusing on knowledge sharing, encouraging independence, and fostering a supportive learning environment. This will highlight your leadership qualities and your suitability for mentoring junior engineers as part of the SW Engineer - Gen AI Developer role.

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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
March 21, 2025

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