Fractal

Overview

We are seeking an experienced Data Scientist with a focus on Gen AI and a minimum of 5 years of industry experience to work on complex NLP projects to derive meaningful patterns and knowledge from large datasets.

About Fractal

Fractal is a strategic AI partner to Fortune 500 companies with a vision to power every human decision in the enterprise. Fractal is building a world where individual choices, freedom, and diversity are the greatest assets; an ecosystem where human imagination is at the heart of every decision.

Requirements & Eligibility

• Master's in Computer Science, Data Science, Statistics, or a related field
• Minimum of 5 years of professional experience in data science, with a focus on GenAi
• Strong programming skills in languages such as Python or R
• Expertise in using NLP libraries and frameworks such as NLTK, SpaCy, or TensorFlow
• Proficiency in machine learning techniques, including supervised and unsupervised learning
• Experience with deep learning frameworks like TensorFlow or PyTorch
• Strong understanding of text mining, information retrieval, and semantic analysis

Key Responsibilities

• Develop and implement NLP models for various applications, including text classification, sentiment analysis, entity recognition, and language translation
• Preprocess and clean large volumes of text data to prepare it for analysis
• Identify and engineer relevant features from text data to improve model performance
• Train, fine-tune, and validate NLP models using appropriate algorithms
• Conduct exploratory data analysis on textual datasets to uncover patterns, trends, and anomalies
• Work closely with data engineers, software developers, and domain experts to integrate NLP solutions into broader systems and applications
• Optimize and fine-tune NLP algorithms for improved efficiency and accuracy
• Stay informed about the latest advancements and trends in NLP and machine learning