About BCG
Boston Consulting Group companions with leaders in enterprise and society to deal with their most vital challenges and seize their biggest alternatives. BCG was the pioneer in enterprise technique when it was based in 1963. Immediately, we work carefully with purchasers to embrace a transformational method geared toward benefiting all stakeholders—empowering organizations to develop, construct sustainable aggressive benefit, and drive constructive societal influence.
Our various, international groups deliver deep trade and purposeful experience and a variety of views that query the established order and spark change. BCG delivers options by means of modern administration consulting, expertise and design, and company and digital ventures. We work in a uniquely collaborative mannequin throughout the agency and all through all ranges of the shopper group, fueled by the purpose of serving to our purchasers thrive and enabling them to make the world a greater place.
Duties
- Guides juniors on analytical methodologies and platforms, and helps in high quality checks
- Contributes to workforce’s content material & IP improvement
- Imparts technical trainings to workforce members and consulting cohort
Technical Abilities:
- Robust proficiency in statistics (ideas & methodologies like speculation testing, sampling, and so on.) and its software & interpretation
- Arms-on knowledge mining and predictive modeling expertise (Linear Regression, Clustering (Ok-means, DBSCAN, and so on.), Classification (Logistic regression, Resolution timber/Random Forest/Boosted Timber),
- Timeseries (SARIMAX/Prophet))and so on.
- Robust expertise in a minimum of one of many distinguished cloud suppliers (Azure, AWS, GCP) and dealing data of auto ML options (Sage Maker, Azure ML and so on.)
- At the very least one instrument in every class
- Programming language – Python (Will need to have), (R Or SAS OR PySpark), SQL (Will need to have)
- Information Visualization (Tableau, QlikView, Energy BI, Streamlit) ,
- Information administration (utilizing Alteryx, MS Entry, or any RDBMS)
- ML Deployment instruments (Airflow, MLflow Luigi, Docker and so on.)
- Huge knowledge applied sciences ( Hadoop ecosystem, Spark)
- Information warehouse options (Teradata, Azure SQL DW/Synapse, Redshift, BigQuery and so on,)
- Model Management (Git/Github/Git Lab)
- MS Workplace (Excel, PowerPoint, Phrase)
- Coding IDE (VS Code/PyCharm)
- GenAI instruments (OpenAI, Google PaLM/BERT, Hugging Face, and so on.)
Practical Abilities:
- Experience in constructing analytical options and delivering tangible enterprise worth for purchasers (just like the use circumstances under)
- Worth optimization, promotion effectiveness, Product assortment optimization and gross sales drive effectiveness, Personalization/Loyalty applications, Labor Optimization
- CLM and income enhancement (segmentation, cross-sell/up-sell, subsequent product to purchase, supply advice, loyalty, LTV maximization and churn prevention)
Speaking with confidence and ease:
- You may be a transparent and assured communicator, in a position to ship messages in a concise method with sturdy and efficient written and verbal communication.