Data Scientist
2 months ago
Summary of Job Purpose:
We are looking for Data Scientist/Sr Data Scientist for the Analytics team with experience of analytics/data science projects making significant contribution to design of analytical approach, Machine Learning/Deep Learning application skills, AI/ML modeling skills etc. The candidate is expected to possess good analytical, decision making and problem-solving skills.
Duties and Responsibilities:
Ability to work with large data sets and present conclusions to key stakeholders; Data management using R/Python/Spark
Working through the phases of project
Define data requirements for creating a model and understand the business problem
Optimize processing speed, automate iterative tasks as much possible, write codesin modular form with high reusability
Clean, aggregate, analyze, interpret data, and carry out quality analysis of it.
Set up data warehouse for predictive/prescriptive analysis
Development of AI/ML models or statistical/econometric models.
Promote a culture of creative thinking to solve some of the age-old complex business problems.
Leverage traditional statistical and mathematical modelling with new age AI/ML techniques.
Supporting development and maintenance of proprietary marketing techniques and other knowledge development projects
Educational Background/Qualifications:
BTech in Computer Science, MCA or Master degree in Statistics/Econometrics/Mathematics or related subjects
MPhil/PhD in Statistics/Econometrics or related fields
Requirements:
5+ years of work experience in consulting/analytics with reputed organization is desirable.
Experience in analytics space with hands on experience in machine learning, data mining, data science, text analytic, predictive modeling, NLP, and statistical data analysis and programming languages like R/ Python/ Spark is a mandate.
Working knowledge in Machine Learning algorithms like Random Forest, Gradient Boosting, XGBoost, Neural Network etc.
Proficient in NLP frameworks such as NLTK, Spacy, and architectures
Committed to delivering high-quality solutions and solving real-world problems in diverse domains using innovative techniques.
Soft Skills:
Strong problem-solving skills
Good team player
Attention to details
Good communication skills
Technical Skills:
Statistical Analysis
Artificial Intelligence/Machine Learning/Deep Learning
Predictive Modeling
Prescriptive Modeling
Natural Language Processing
- Computer Vision
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