Data Scientist

1 week ago


Jaipur, India Employee Hub LLP Full time

Machine Learning Model Development :

- Develop and implement various machine learning models, including classification and regression models.

- Utilize advanced algorithms such as decision trees (e.g. LightGBM), random forest, and K-NN to solve complex business problems.

Advanced Analytics and Deep Learning :

- Apply deep learning techniques, including neural networks and transformer models, to extract valuable insights from large datasets.

- Explore and implement generative AI techniques to enhance data analysis and predictive modeling.

Natural Language Processing (NLP) :

- Utilize NLP techniques to analyze and interpret large volumes of text data.

- Implement Natural Language Generation (NLG) models to automate content creation and data reporting.

Data Analysis and Visualization :

- Perform data extraction, cleaning, and preprocessing using SQL and Python.

- Create visualizations and reports to communicate findings and insights effectively to stakeholders.

Collaboration and Communication :

- Work closely with cross-functional teams, including data engineers, product managers, and business analysts, to understand business requirements and translate them into data solutions.

- Present complex data analysis results and insights in a clear and concise manner to non-technical stakeholders.

Qualifications :

Experience :

- 2-4 years of experience as a Data Scientist or in a similar role.

- Proven track record of developing and deploying machine learning models in a production environment.

Technical Skills :

- Proficiency in Python and SQL for data analysis and modeling.

- Strong understanding of machine learning algorithms and techniques, including classification, regression, decision trees (e.g. LightGBM), random forest, K-NN, and deep learning.

- Experience with natural language processing (NLP) and natural language generation (NLG).

(ref:hirist.tech)
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