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GenAI Data Scientist

Fractal
Bengaluru
Experience2 years
Salary Not disclosed
LocationBengaluru
Job TypeFull time
Skills: Data Science
Job Description
Job Title: GenAI Data Scientist Company: Fractal Job Category: Data Science Roles & Responsibilities: Key Responsibilities * \\NLP Model Development:\\* * Develop and implement NLP models for various applications, including text classification, sentiment analysis, entity recognition, and language translation. * Utilize machine learning and deep learning techniques to extract valuable information from unstructured text. * \\Text Preprocessing:\\* * Preprocess and clean large volumes of text data to prepare it for analysis. * Implement techniques such as tokenization, stemming, and lemmatization. * \\Feature Engineering:\\* * Identify and engineer relevant features from text data to improve model performance. * Implement techniques to capture semantic relationships within the data. * \\Model Training and Evaluation:\\* * Train, fine\-tune, and validate NLP models using appropriate algorithms. * Evaluate model performance using metrics such as precision, recall, F1 score, and accuracy. * \\Data Analysis:\\* * Conduct exploratory data analysis on textual datasets to uncover patterns, trends, and anomalies. * Use statistical methods to gain insights into the underlying structure of the data. * \\Collaboration with Cross\-Functional Teams:\\* * Work closely with data engineers, software developers, and domain experts to integrate NLP solutions into broader systems and applications. * Collaborate in defining project goals, requirements, and deliverables. * \\Algorithm Optimization:\\* * Optimize and fine\-tune NLP algorithms for improved efficiency and accuracy. * Implement parallel processing and distributed computing techniques for large\-scale data analysis. * \\Stay Updated with NLP Trends:\\* * Stay informed about the latest advancements and trends in NLP and machine learning. * Apply cutting\-edge techniques to solve complex business problems. * \\Documentation:\\* * Document methodologies, algorithms, and code for reproducibility and knowledge transfer. * Prepare clear and concise project reports and documentation. If you are a skilled Data Scientist with a specialization in NLP, passionate about deriving insights from textual data, and have a proven track record, we encourage you to apply. Your expertise will contribute to the advancement of our data science capabilities and the development of innovative NLP solutions. Work Location: Bengaluru, Karnataka, India Availability: Full time
Requirements
We're committed to bringing passion and customer focus to the business.* Job Description Job Title: Data Scientist with GenAI Experience Qualifications * Master's in Computer Science, Data Science, Statistics, or a related field. * 2 years of 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. * Excellent problem\-solving and analytical skills. * Effective communication and collaboration skills. * Experience with cloud platforms (e.g., AWS, Azure) and big data technologies is a plus. Key Skills: Data Science Salary: Not disclosed
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