Data Scientist, Remote

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Overview

Experian is a global data and technology company that empowers opportunities for people and businesses around the world. This company is known for redefining lending practices, preventing fraud, simplifying healthcare, and creating marketing solutions among many other services. By utilizing a unique combination of data, analytics, and software, Experian helps millions of people achieve their financial goals by saving time and money. With a diverse operational reach across various sectors, including financial services, healthcare, automotive, and more, Experian is continuously investing in people and advanced technologies to unlock the potential of data. Based in Dublin, Ireland, Experian has a global workforce of approximately 22,500 across 32 countries.

Job Position

The position of Data Scientist is located at the Experian Innovation Lab, a research and development unit at Experian that works on enhancing client relationships and acquiring strategic datasets. As a Data Scientist, you will play a pivotal role in:

• Developing analytical solutions.
• Contributing to product prototypes.
• Evaluating data assets.

You will collaborate with various teams and apply your expertise in predictive modeling, machine learning, and deep learning.

Responsibilities

In this role, your responsibilities will revolve around crafting advanced machine learning analytical solutions and extracting insights from a variety of structured and unstructured data sources. Key responsibilities include:

• Unearthing data value by selecting and applying appropriate machine learning and deep learning methodologies.
• Refining data manipulation and retrieval through the design of efficient data structures and storage solutions.
• Innovating with tools aimed at data processing and information retrieval.
• Analyzing vast datasets to identify patterns and insights.
• Developing impactful algorithms to solve complex challenges.
• Validating model performance and analyzing Return on Investment (ROI).
• Documenting findings and performance metrics clearly and articulately.

Required Skills

To be successful in this role, candidates should possess the following qualifications and skills:

• An advanced degree in ##Machine Learning, Data Science, AI, computer science, or a related quantitative field.
• A minimum of 1 year experience in AI, data science, or predictive modeling.
• Proficiency in at least one programming language, with substantial coding skills in Python.
• Familiarity with deep learning (including CNN, RNN, LSTM, attention models), machine learning methodologies (SVM, GLM, boosting, random forest), and even advanced topics like graph models or reinforcement learning.
• Experience with diverse open-source tools for deep learning and machine learning such as PyTorch, Keras, TensorFlow, scikit-learn, and pandas.
• Familiarity with large data analysis using Spark (preferably pyspark) is highly desirable.
• Experience with Generative AI tools and large language models is a plus.
• Exposure to technologies related to Hadoop and NoSQL, such as Map Reduce, Hive, HBase, MongoDB, and Cassandra.
• The ability to modify and apply advanced algorithms for solving practical problems.

Salary and Benefits

While the specific salary for this Data Scientist role has not been disclosed in the job description, Experian offers a comprehensive benefits package that includes:

• 20 vacation days to start (along with 12 paid holidays).
• A competitive compensation package and potential bonus of 20%.
• Flexible work schedule, allowing employees to achieve a better work-life balance.
• A relaxed dress code that promotes a comfortable work environment.

Company Culture

Experian prides itself on having a people-first approach, which has earned it recognition as one of the World's Best Workplaces 2024 (Fortune Top 25) and Great Place To Work in 24 countries. The company focuses on Diversity, Equity, and Inclusion (DEI), work-life balance, and employee development, making it an attractive workplace for prospective candidates.

Conclusion

If you meet the qualifications and are excited to join a leading data-driven company like Experian, apply for the Data Scientist position at their Innovation Lab. This role offers not just the chance to work with comprehensive data solutions but also the opportunity to be part of a team that is recognized as one of the best globally. Contact the HR team for any accommodations you might require during the application process!

This job offer was originally published on jobicy.com