Data Scientist
Published date: 2024/01/10
- Location: Noida, Uttar Pradesh, India
We are a leading study abroad and careers blog in India, committed to transforming the lives of students by providing insightful and engaging content. With a monthly viewership of 5 million, our goal is to further elevate this number and continue to inspire students to dream big. As a trusted platform, our 7000+ blogs are read by over 2 lakh users daily. Join us to be part of a dynamic team that empowers students through education and guides them towards a brighter future. What will you do: • Collaborate with cross-functional teams to gather and understand data requirements for various projects. • Clean, preprocess, and transform raw data into usable formats for analysis. • Develop and implement statistical models and algorithms to extract insights from data. • Create and maintain dashboards and reports to track key performance metrics and trends. • Conduct exploratory data analysis to identify patterns, anomalies, and potential areas for improvement. • Assist in designing and conducting A/B tests and experiments to support data-driven decision-making. • Stay up-to-date with industry trends and best practices in data analysis and machine learning. • Document and communicate findings, insights, and recommendations to team members and stakeholders. • Collaborate with senior data scientists to refine and enhance analytical methodologies. • Continuously improve data quality and reliability by identifying and addressing data issues. • Support data-driven decision-making by providing actionable insights and recommendations. What will you need: • 2-3 years of professional experience in data analysis or related roles. • Proficiency in SQL & MS Excel for data querying and manipulation. • Proficiency in Python and familiarity with data science libraries (e.g., pandas, numpy, scikit learn). • Basic understanding of tabular data structures and formats. • Basic understanding of popular machine learning models commonly used with tabular data, including linear regression, logistic regression, Gradient Boosting Machines (e.g., XGBoost, LightGBM), Random Forest, and Support Vector Machines. • Basic understanding of NLP & deep learning use cases. • Exposure to feature engineering techniques, such as encoding categorical variables and handling missing values. • Exposure to basic statistical concepts and data analysis techniques. • Strong problem-solving skills and eagerness to learn. • Familiarity with data visualization (Tableau preferred) tools is a plus. What will you get: • Become a part of India's most trusted study abroad and careers blog • Ground-level view of building out a global Ed-tech company that is going to impact hundreds and thousands of lives • Work with the core team that drives the growth of the company • Phenomenal work environment, with massive ownership and great growth opportunities
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