Data Scientist - Remote

Overview

As a Data Scientist at the Experian Innovation Lab, you will help develop analytical solutions, contributing to product prototypes, and helping evaluate data assets.

In Short

• Craft advanced machine learning analytical solutions to extract insights from diverse structured and unstructured data sources.
• Unearth data value by selecting and applying the right machine learning, deep learning and processing techniques.
• Refine data manipulation and retrieval through the design of efficient data structures and storage solutions.
• Innovate with tools designed for data processing and information retrieval.
• Dissect and document vast datasets, analyzing them to highlight patterns and insights.
• Solve complex challenges by developing impactful algorithms.
• Ensure model excellence by validating performance scores and analyzing Return on investment and benefits.
• Articulate model processes and outcomes, documenting and presenting findings and performance metrics.

Requirements

• Advanced degree in Machine Learning, Data Science, AI, Computer Science, or a related quantitative field.
• 1 or more years of experience in AI, data science, or predictive modeling.
• Proficiency in at least one programming language, with coding skills in Python.
• Experience with deep learning (CNN, RNN, LSTM, attention models), machine learning methodologies (SVM, GLM, boosting, random forest), graph models, or reinforcement learning.
• Experience with open-source tools for deep learning and machine learning technology such as PyTorch, Keras, TensorFlow, scikit-learn, pandas.
• Experience with large data analysis using Spark (pySpark preferred).
• Experience with LLMs and the relevant tools in the Generative AI domain.
• Experience developing advanced language models.
• Experience applying Generative AI-based tools.
• Experience with Hadoop and NoSQL related technologies such as Map Reduce, Hive, HBase, mongoDB, Cassandra.
• Experience modifying and applying advanced algorithms to address practical problems.

Benefits

• 20 vacation days to start (along with 12 paid holidays).
• Great compensation package and comprehensive benefits package, with a bonus of 20%.
• Flexible work schedule and relaxed dress code.