Data engineer C2C Jobs
Job Title- Data Scientist with MMM (Marketing Mix Modeling)
Location- 100% Remote
Long Term Contract
Mandatory Skills : Data Science, MMM, ML Engineering
Job Description:
Your Day-to-Day:
● 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 share-outs by creating visualizations and delivering presentations as needed.
● Build and deploy end-to-end ML pipelines that can handle large-scale 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 back-testing and evaluation of observed data.
● Deliver data insights at the appropriate level of detail and perform fast follow-up to feedback.
Qualifications:
You Have:
● Experience in Data Science and ML Engineering.
● MS or Ph.D in Statistics/Data Science/Computer 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 (i.e., causal methods, tree-based 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.
● Must successfully pass a background check.
● Python Skills as the candidate will be building end-to-end models using Python
● SQL Skills
● Model building experience building end-to-end models
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.
To apply for this job email your details to ajays@net2source.com