Data Scientist

8 - 13 years

40 - 45 Lacs

Posted:9 months ago| Platform: Naukri logo

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Job Type

Full Time

Job Description

 
Design implement and update media mix models to find the optimal investment mix across marketing channels
Interpret and translate findings from the MMM into actionable business insights
Work closely with other data scientists and business intelligence analysts to create deep dive analyses to address questions from stakeholders
Support regular shareouts by creating visualizations and delivering presentations as needed
Build and deploy endtoend ML pipelines that can handle largescale data efficiently
Continuously monitor model performance in production via automation and iterate to maintain relevance
Experiment with novel methods to improve MMM accuracy and interpretability
Validate models through backtesting and evaluation of observed data
Deliver data insights at the appropriate level of detail and perform fast followup to feedback
Qualifications
You Have
02 years experience in Data Science and ML Engineering
MS or PhD in StatisticsData ScienceComputer Science or related disciplines with specialization in machine learning techniques
Knowledge of both supervised and unsupervised machine learning techniques
Have full stack experience in data collection aggregation analysis visualization productionalization and monitoring of data science products
The ability to write robust code in Python and leverage associated machine learning packages
Experience using Jupyter Notebooks
Familiarity with a variety of statistical models and methods ie causal methods treebased algorithms time series analysis regression analysis
Communicate concisely and persuasively with engineers and product managers
Strong detail orientation with a penchant for data accuracy
Familiar with version control systems Git BitBucket
Must successfully pass a background check
You might also have
Experience using Google Cloud Platform BigQuery ML Engine and APIs
Experience using project management tools like those from Atlassian JIRA Confluence
Can wrangle data using SQL and Pandas
Background in NLP or text mining techniques is a plus
Background in deep learning and Tensorflow is a plus

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