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Data Scientist (NLP focused)

Data Scientist (NLP focused)

Gartner

3 - 6 years

9 - 19 Lacs

gurugram

Posted:1 month ago| Platform:

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Skills Required

natural language processing named entity recognition neural networks bag-of-words bert tokenization language model lemmatization machine learning word embeddings

Work Mode

Hybrid

Job Type

Full Time

Job Description

About the role:

This is a unique opportunity to join our fast-growing Data Science team. In the role of Data Scientist in Client Retention Analytics team, you will execute large scale, high impact data modeling projects with responsibility for designing, developing, validating, socializing, operationalizing, and maintaining data-driven analytics that provide business insights to increase operational efficiency and customer value. This person will have a flair of innovation along with a strong exposure to NLP, Classical ML, Python, statistical principles and their application in building model.

What You Will Do:

Deliver ad hoc modeling and advanced analytical insights to drive strategic and operational decision-making across the organization
Lead all phases of the DS project lifecycle, including: understanding complex business challenges, proposing and architecting technical solutions, data wrangling, data cleaning, exploratory data analysis, feature engineering, model selection and development, rigorous model validation, operationalization, and deployment of models, as well as the clear presentation and documentation of results and actionable insights
Effectively communicate complex technical solutions and analytical results to both technical and non-technical stakeholders, ensuring alignment and understanding
Collaborate cross-functionally with business stakeholders, IT, and Project Management teams to design, develop, and deliver cutting-edge analytics solutions that have a measurable business impact.
Leverage the latest technologies and methodologies, including Machine Learning, Artificial Intelligence, Natural Language Processing (NLP), and advanced Statistical Modeling, to solve challenging business problems
Integrate advanced NLP techniques such as vector databases (VectorDB), embeddings, topic modeling, and fine-tuning of transformer models like BERT to enhance text analytics capabilities

What You Will Need:

Candidates with 3-6 years of professional Data Science experience must hold a Bachelors or Masters degree in Statistics, Data Science, Computer Science, or a related field
Deep understanding of statistical principles and their practical application in data modeling and analysis
Proven experience developing and deploying descriptive, predictive, and prescriptive models
Advanced knowledge and practical expertise in NLP, including experience with vector databases, embeddings, topic modeling, and fine-tuning transformer-based models such as BERT
Experience with using GenAI models (GPT4 etc.) is good to have (not must have)
Proficiency in Python, SQL, and Spark; working knowledge of Power BI, Excel, and PowerPoint
Hands-on experience with a variety of modeling techniques, including but not limited to: Time Series Analysis, Random Forests, Clustering, Neural Networks, Generalized Linear Models, Optimization, Design of Experiments (DOE), and Dimensionality Reduction
Experience in key business applications such as churn analysis, customer profiling, and recommendation systems
Ability to thrive in a fast-paced environment, managing multiple priorities and delivering high-quality results within established timelines
Exceptional communication skills, with the ability to convey complex technical concepts to diverse audiences and influence key stakeholders and leaders across the organization

What you will get:

Competitive salary, generous paid time off policy, charity match program, Group Medical Insurance, Parental Leave, Employee Assistance Program (EAP) and more!
Collaborative, team-oriented culture that embraces diversity
Professional development and unlimited growth opportunities

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Data Scientist (NLP focused)