Roles and Responsibilities:

<ul>
<li>Lead and mentor a team of data scientists and NLP specialists.</li>
</ul>

<ul>
<li>Manage multiple NLP projects from conception to deployment.</li>
</ul>

<ul>
<li>Collaborate with product managers, engineers, and stakeholders to understand requirements and deliver solutions.</li>
</ul>

<ul>
<li>Ensure timely delivery of projects while maintaining high-quality standards.</li>
</ul>

<ul>
<li>Design, develop, and optimize NLP models for various applications such as text classification, sentiment analysis, entity recognition, and chatbots.</li>
</ul>

<ul>
<li>Conduct experiments, perform A/B testing, and refine models based on feedback and performance metrics.</li>
</ul>

<ul>
<li>Develop pipelines for data extraction, transformation, and loading (ETL) specific to NLP tasks.</li>
</ul>

<ul>
<li>Work closely with engineering teams to integrate NLP solutions into products.</li>
</ul>

<ul>
<li>Strong leadership and project management abilities.</li>
</ul>

<ul>
<li>Effective communication and interpersonal skills.</li>
</ul>

Skills Required

<ul>
<li>Proficiency in Python programming languages &amp; SQL</li>
</ul>

<ul>
<li>Text Preprocessing techniques, Text representation methods including BoW, TF-IDF, Word embeddings, (Word2Vec, Glove) and contextual embeddings (BERT, GPT)</li>
</ul>

<ul>
<li>Advanced NLP tasks such as NER, sentiment analysis, topic modeling and machine translation, Speech to text and Text to Speech</li>
</ul>

<ul>
<li>Experience with NLP frameworks and libraries (SpaCy, NLTK, Hugging Face, Transformers and Genism)</li>
</ul>

<ul>
<li>Deep learning architectures such as Convolution Neural networks (CNN), Recurrent Neural Networks (RNN), Long Short-Term Memory networks (LSTMs) and Transformer Models.</li>
</ul>

<ul>
<li>Framework for deep learning such as TensorFlow, PyTorch and Keras.</li>
</ul>

<ul>
<li>Proficiency in working with Large Pre trained language models (LLMs) such as BERT, GPT-3, T5 and other transformer-based models.</li>
</ul>

<ul>
<li>Fine tuning pre-trained models for specific NLP tasks and domains.</li>
</ul>

<ul>
<li>Experience with Cloud Platforms (AWS, Azure and GCP), and Containerization technologies such as Docker.</li>
</ul>

Knowledge of RESTful API and microservice architecture for deploying NLP models.

<ul>
<li>Experience in the BFSI industry, specifically in insurance processes such as quote generation, policy issuance, finance, and claims management is a plus</li>
</ul>

<ul>
<li>Strong understanding of Agile methodology and experience working in Agile environments.</li>
</ul>

Qualifications:

<ul>
<li>Bachelor's or Master’s degree in computer science, Data Science, Statistics or related Field</li>
</ul>

<ul>
<li>6 to 10 Years of experience in data science with a focus on NLP</li>
</ul>

<ul>
<li>Proven track record of leading and delivering successful NLP Projects</li>
</ul>

<ul>
<li>Experience in the Insurance or Financial services Industry is a plus.</li>
</ul>

Senior Data Scientist in Pune (UID-12367)

Job Description

Job Details

Skills Required for Senior Data Scientist

Job Description for Senior Data Scientist

Explore More Opportunities