Actively Hiring
FR
GenAI Data Scientist
Fractal
Bengaluru
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