24 Aug
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Find Data Science Jobs
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Bengaluru
24 Aug
Find Data Science Jobs
Bengaluru
Job Description
Education and Work Experience Requirements:
5 to 8 years of experience as Data Scientist or GenAI specialist
2 to 3 years of experience in Generative AI solution development·
Proven track record and experience with with GenAI technologies
Open source LLMs like Llama, Gemma, Mixtral etc o Closed source LLMs such as Open AI GPT, Azure Open AI, Claude, Gemini etcPrompt Engineering/Tuning, RAG, RAFT, LLM finetuning such as PEFT(LoRA, QLoRA ..)
Understand business problems and translate them into AI/ML solutions.
Perform data collection, preprocessing, feature engineering, and exploratory data analysis.
Build statistical models to identify trends, correlations, and business insights.
Develop supervised and unsupervised machine learning models.
Design and optimize deep learning architectures for Computer Vision and NLP tasks.
Understanding of SLMs such as Phi3, BERT and Transformer architectureo Vector databases like Pincone, Qdrant etc.
Positive knowledge of advanced statistical methods. Experience working with Text Data using transformer-based model·
Expertise with the following scripting languages:o Python, R, Tensorflow, Keras, Pytorcho OpenNLP, CoreNLP, WordNet, NLTK, SpaCy, Gensim, Large Language Models, Knowledge Graphs·
Good and experience of machine learning algorithms and ability to apply them in supervised and un-supervised NLP tasks.
Knowledge of NLP algorithms that can handle various NLP tasks such as intent recognition, entity extraction, language modeling, text classification, question answering, text summarization, topic modeling and so on.
Experience building and fine-tuning Language Models (LMs), such as BERT, ELMo, XLNet etc to solve bespoke NLP tasks.
Tech savy and willing to work with open-Source Tools·
Should have independently handled a project technically and provided directions to the other Team Members. Able to lead the project independently.
Experience in turning ideas into actionable designs. Able to persuade stakeholders and cham
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