XLSCOUT
Location
Chennai | India
Job description
Job Title - Data Scientist
Specialization : Data Science - Natural Language Processing
Location - Chennai/ Mohali/ Hybrid
About Xlscout.ai:
Xlscout.ai, headquartered in Toronto, Canada, is a pioneering cloud-based platform leveraging Artificial Intelligence, cognitive computing, machine learning, and big data technologies. We specialize in extracting intelligence from over 100 million technology documents across 90 countries, utilizing a technical corpus derived from 100 GB of processed data and developed through advanced machine learning models. Our vision is to empower IP and R&D departments globally to accelerate innovation with our cutting-edge NLP technologies.
Role:
In this role, you will utilize your expertise in Natural Language Processing to analyze extensive datasets, contributing to the development of AI-driven solutions. You will play a key role in a dynamic team, pushing the boundaries of NLP and machine learning technologies.
Skills required:
· Proficient programming and scripting skills in Python
· Solid foundation in machine learning algorithms
· Practical experience applying NLP techniques in data analysis
· Knowledge in topic modeling, clustering, NLP embeddings, and keyword extraction.
· Experience in deep learning (Sequence models, GRU, RNN, LSTM), with a preference for knowledge of advanced NLP models like Bert and GPT
· Strong understanding of text pre-processing and normalization techniques (Tokenization, POS tagging, parsing)
· Experience with PyTorch and/or TensorFlow, and model deployment on platforms like AWS/GCP/server
· Familiarity with Flask and software development frameworks is a plus
· Knowledge of Open Source LLMs: Understanding of open source large language models such as LLaMA 2, Mistral, Flacon, etc.
· Fine-tuning Expertise: Ability to fine-tune open source LLMs and embedding models for specific applications.
Preferred Qualifications
· Bachelor's or Master's degree in Computer Science (BE/B.Tech/M.Tech)
· Certifications in relevant fields, like the Deep Learning Specialization from Coursera by deeplearning.ai
· Graduates or postgraduates from top-tier colleges are highly desirable
What We Offer:
· A chance to work with ground-breaking technology in a field that's shaping the future
· A collaborative, inclusive, and dynamic work culture
· Opportunities for professional growth and learning
· A competitive benefits package and a flexible working environment
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