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Associate Data Scientist - Cybersecurity

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's Cybersecurity team provides enterprise-wide, risk-based cybersecurity policies, practices, and solutions to protect Visa’s systems and data from internal and external threats. To protect Visa’s assets in this dynamic threat landscape, they are deploying new cyber-security tools, collaborating across industries, and taking a proactive approach to monitoring the cyberspace beyond the Visa network.


As part of Cyber Threat Analytics and Research team (CTAR) , you will leverage cutting-edge technologies to perform statistical profiling, inference, classification, clustering and predictive analysis. As a key member of the technical team, you will create and implement sophisticated machine learning models to help derive new insights to defend against cyber-attacks. You will be working with a large variety of data sets, cutting-edge security technologies, and world-class operation teams to create awesome analytics for security and other business units.

Essential Functions:

  • Analyze cyber event logs using Spark and big data technologies and develop deeper insights into products using advanced statistical methods

  • Devise and implement deep learning models for building user behavior profiles. This includes data acquisition, feature engineering, model development, and deployment.

  • Support and optimize other existing analytical models/products.

  • Support and maintain existing risk scoring algorithms. This includes maintenance of job scheduling tool and data ingestion pipeline to product backend database.

  • Devise and implement methods for efficiently monitoring model effectiveness and performance in production.

  • Leverage GenAI to perform RAG for improving Cyber investigation efficiency

  • As a member of the CTAR team, you will work closely with other data scientists and data engineers to build, design, engineer, and develop analytical software and services that deliver security functionality and improve security efficiency and capabilities through automation.  

  • Assist in shaping overall direction, life-cycle management, and leadership for Information Security architecture and technology related to Visa. 

  • Communicate clean and persuasive data directly to end users, leadership, and other stakeholders, technical and non-technical.

 

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

Basic Qualifications:
•Bachelor's degree, OR 3+ years of relevant work experience

Preferred Qualifications:
•Associate: 2 or more years of work experience
•Bachelor's or Master's degree in data science, mathematics, statistics, economics, computer science, engineering, or other related business or quantitative discipline is required
•Solid background and hands on experiences with building Machine learning, deep learning and AI models
•Experience with Generative AI/LLM
•Excellent understanding of algorithms and data structures and proficiency in Python and SQL
•Experience working with large datasets using tools and Hadoop, Spark, or Hive
•Excellent analytic and problem-solving capability combined with ambition to solve hard problems
•Strong communications skills and ability to collaborate
•Highly driven, resourceful and results oriented
•Good team player and excellent interpersonal skills
•Demonstrated ability to lead and navigate through ambiguity

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

$75000 / YEARLY (est.)
min
max
$50000K
$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 Associate Data Scientist - Cybersecurity, Visa

Are you ready to dive into the exciting world of cybersecurity with Visa as an Associate Data Scientist? Located in the vibrant city of Bangalore, India, this role offers you the chance to make a significant impact by leveraging your data science skills to protect against cyber threats. At Visa, we believe in connecting the world through secure payment solutions and, as part of our Cyber Threat Analytics and Research (CTAR) team, you'll be at the forefront of this mission. Your primary responsibility will involve analyzing complex cyber event logs using big data technologies like Spark, developing deep learning models to profile user behavior, and implementing sophisticated machine learning techniques to derive actionable insights. Imagine working with a diverse range of datasets, deploying cutting-edge technologies, and collaborating with brilliant minds across the organization. Not only will you help defend our systems from potential threats, but you will also support existing analytical products and improve risk scoring algorithms. Communication is key, and you’ll need to present data insights clearly to both technical and non-technical stakeholders. This hybrid position allows for a balanced blend of remote work and office engagement, ensuring you have the flexibility to manage your time effectively while contributing to a robust team environment. If you're passionate about creating innovative solutions and navigating the thrilling landscape of cybersecurity, this role at Visa could be just the opportunity you've been waiting for!

Frequently Asked Questions (FAQs) for Associate Data Scientist - Cybersecurity Role at Visa
What responsibilities does the Associate Data Scientist at Visa involve?

As an Associate Data Scientist at Visa, you'll be tasked with analyzing cyber event logs, developing deep learning models, and enhancing existing analytical models. Your work will significantly contribute to defending against cyber threats by leveraging advanced statistical methods and machine learning technologies.

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What qualifications do I need to apply for the Associate Data Scientist position at Visa?

To apply for the Associate Data Scientist role at Visa, you'll need either a bachelor's degree or a minimum of 3 years of relevant work experience. Preferred qualifications include a degree in data science or a related field, experience in machine learning, deep learning, and proficiency in Python and SQL.

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How does Visa approach cybersecurity, and what role does the Associate Data Scientist play?

Visa takes a proactive approach to cybersecurity, deploying new tools and collaborating across industries. The Associate Data Scientist plays a critical role in this strategy by analyzing data and implementing machine learning models that enhance security measures and protect Visa's infrastructure.

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What skills are crucial for success as an Associate Data Scientist at Visa?

Key skills for success in the Associate Data Scientist role at Visa include proficiency in machine learning, experience with big data technologies like Hadoop and Spark, strong analytical and problem-solving abilities, and the capacity to communicate effectively with various stakeholders.

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What does a typical day look like for an Associate Data Scientist on the Cyber Threat Analytics team at Visa?

A typical day for an Associate Data Scientist on Visa's Cyber Threat Analytics team will include analyzing cyber data using advanced technologies, developing and refining machine learning models, collaborating with team members, and presenting insights to both technical and leadership audiences to drive security advancements.

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Common Interview Questions for Associate Data Scientist - Cybersecurity
What machine learning techniques have you used in your previous roles?

In answering this question, discuss specific machine learning techniques you've employed, such as regression, classification, or clustering. Provide examples of how you've implemented these techniques to solve real-world problems, highlighting your ability to adapt your approach based on the data at hand.

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Can you explain a complex data analysis project you've worked on?

When answering this question, structure your response by discussing the project objective, the data you worked with, the methodologies used, and the outcome. Focus on highlighting your analytical skills and the impact your analysis had on the project's success.

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How do you approach feature engineering in machine learning?

Describe your process for feature engineering, including data preprocessing, normalization, and transforming raw data into meaningful features. Reflect on the importance of domain knowledge and intuition in selecting features that enhance model performance.

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What tools or technologies do you prefer to work with when analyzing large datasets?

Discuss specific tools you've found effective, such as Python libraries (Pandas, NumPy), Spark for big data processing, or SQL for database management. Emphasize your comfort with these technologies and how they enhance your data analysis capabilities.

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How do you ensure the accuracy and reliability of your analytical models?

In your response, emphasize the importance of validation techniques such as cross-validation, model testing, and performance metrics. Mention specific methods you've used to monitor model performance over time and how you adjust models based on feedback.

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What experience do you have with generative AI or large language models?

Share any projects where you've utilized generative AI or large language models, focusing on the use cases, challenges faced, and outcomes of these initiatives. Highlight specific tools or frameworks you used and the impact of your work on the team or organization.

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How do you approach collaboration with data engineers and other team members?

Discuss your communication style and collaboration techniques. Emphasize the value of teamwork in achieving common goals, sharing insights, and leveraging diverse skills to enhance project outcomes, all while maintaining respect and openness.

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Describe your problem-solving process when faced with a challenging data issue.

Outline your systematic approach to problem-solving, starting with defining the issue, analyzing the data to identify potential causes, exploring solutions, and validating results. Encourage the interviewer to see your analytical mindset and critical thinking abilities.

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What role does communication play in your work as a data scientist?

Explain the importance of clear communication in translating complex data insights into actionable recommendations for stakeholders. Emphasize your ability to tailor your approach to different audiences, ensuring effective comprehension regardless of technical background.

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Why do you want to work for Visa as an Associate Data Scientist?

When answering this question, express your enthusiasm for Visa's mission and values. Highlight your interest in working on cutting-edge cybersecurity challenges and how your skills align with the company's goals, making clear that you're eager to contribute to a purpose-driven organization.

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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
February 3, 2025

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