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Senior Data Scientist
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We are seeking a highly skilled Senior Data Scientist to join our team at Vidpro Consultancy Services. As a Senior Data Scientist, you will be responsible for leading the development of advanced data science and machine learning solutions to drive business growth and improve operational efficiency.
Key Responsibilities:- Hypothesis Testing & Analysis: Conduct hypothesis testing, generate insights, perform root cause analysis, and factor analysis to identify trends and patterns in complex data sets.
- Model Development: Develop statistical models (predictive and prescriptive) using a variety of statistical and machine learning techniques and algorithms to drive business decisions.
- Model Evaluation: Test and train models to improve model accuracy and monitor model performance to ensure robustness and effectiveness.
- Data Preparation: Extract data from EDW/Big Data platforms, prepare datasets (including creation of base data aggregation and transformation), and perform exploratory data analysis (EDA) to identify insights and trends.
- 35 years of relevant experience in machine learning and data science.
- Programming Skills: Proficiency in at least one programming language such as Python, R, or Java.
- Technical Knowledge: Familiarity with Python libraries (SciPy, NumPy, Pandas, IPython, Scikit-learn) and distributed big data processing tools (PySpark, Jupyter, Linux, AWS).
- Machine Learning Expertise: Solid understanding of machine learning concepts, algorithms, and their practical applications.
- Problem Solving: Excellent problem-solving skills with a knack for data interpretation.
- Strong Learning Acumen: High sense of ownership and enthusiasm for technology.
- Experience in Leading and Managing Teams: Effective leadership and management skills to lead and manage teams.
Education: B.Tech from a Tier 1 institution or M.S/M.Tech in Computer Science, Information Technology, or a related field is preferred.
Key Technologies: AWS, Python, SciPy, Pandas, NumPy, Predictive Analytics, Statistical Data Analysis, DSA, Java, Data Science, PySpark, R, Scikit-learn, Machine Learning, Algorithms, Data Structures