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Senior Data Scientist - ML & AI

Visa
Warszawa, województwo mazowieckie
Full time
2 tygodnie temu

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

Qualifications

Basic Qualifications:
•2+ years of relevant work experience and a Bachelor’s degree, OR 5+ years of
relevant work experience. 

Preferred Qualifications:
•3 or more years of work experience with a Bachelor’s Degree or more than 2
years of work experience with an Advanced Degree (e.g. Masters, MBA, JD,
MD).
•3+ years of experience in modern data mining and data science techniques
(e.g., regressions, decision trees, ensemble algorithms, neural networks, time
series analytics, clustering, anomaly detection, text analytics, etc.).
•Candidates with a PhD in a quantitative field, such as Statistics, Mathematics,
Operational Research, Computer Science, Economics, or engineering preferred.
•Experience in developing and deploying products using Docker, Kubernetes,
and the containerization technology stack.
•Experience in development of advanced machine learning and deep learning
models such as RNN, LSTM, Graph Neural Networks.
•Experience and proficiency in working with large language models (LLMs), and
familiarity with the associated solution architecture and infrastructure,
including Nvidia GPUs.
•Experience in leading, building, and supporting scalable and reliable AI/ML-
powered systems, enabling rapid prototyping and advanced analytics using
modern big data and AI/ML technologies (e.g., Spark, Kafka, TensorFlow,
PyTorch) in an agile environment.
•Software Engineering background: The candidate must be proficient in Python
and at least one object-oriented programming language (Java, Golang, C++,
etc.) Golang experience is desired. Candidate must possess software
engineering skills and be able to take end-to-end ownerships of analytical
models.
•Data Wrangling: The candidate must have proficient data wrangling skills with
Python, SQL, and other data processing tools/scripts.
•Experience with the end-to-end machine learning lifecycle and MLOps,
including data preprocessing and feature extraction, model training and
evaluation, deployment, and monitoring of AI models in production
environments.
•Experience working with Docker in both development and deployment
workflows, ensuring smooth transitions from development to production
environments.
•Distributed Systems: practical experience with NoSQL data platforms (e.g.,
Cassandra, Lakehouse, DynamoDB) and caching technologies like Redis is a
plus.
•A solid understanding of the Linux networking subsystem, contributing to the
stability and performance of deployed AI/ML systems.
•A solid understanding of the web applications and APIs, contributing to the
front-end accessibility and integration of AI-driven solutions.
•Cloud domain: Familiarity with infrastructure and analytics services on cloud
(e.g., AWS, Azure) is a plus.
•Domain Knowledge - Candidate with background in one or multiple of the
following domains is a plus: Cybersecurity, AI security/privacy research and
Biometrics

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.

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