Position: Lead Data Scientist
Experience: 5+yrs
Location: Bangalore / Pune / Hyderabad (Hybrid for now)
Skills: Machine Learning, Python, SQL, Pyspark. (End to end Model Development by own)
Job Description:
- Have understanding of different file formats
- Understanding of databases and should be able to query and pull data from databases e.g. snowflake
- Able to process very large data sets
- Understanding of regression, logistic regression, neural networks (at least simple feedforward)
- Understanding of word2vec
- Understands market basket analysis
- Understands concept of price elasticity and cross price elasticity
- Understands optimization algorithms such as Linear programming, simulated-annealing algorithm
- Working knowledge of python and libraries such as pandas, scipy, sklearn, keras
- Working knowledge of Pyspark and (or) DuckDB
- Working knowledge of SQL
- Working knowledge of excel
- Working knowledge of power point - should be able summarize findings with charts and insights in client ready power point decks.
- Attention to detail - should be able to catch data/model anomalies and issues and ensure error free client deliveries.
- Able to understand client requirements and should be able to recommend changes in the backend processes.
- Manage (multiple) project deliveries while working with one or more data scientists at a time.
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