BCG - Boston Consulting Group
Data Analyst - X Delivery
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Who We Are
Boston Consulting Group partners with leaders in business and society to tackle their most important challenges and capture their greatest opportunities. BCG was the pioneer in business strategy when it was founded in 1963. Today, we work closely with clients to embrace a transformational approach aimed at benefiting all stakeholders—empowering organizations to grow, build sustainable competitive advantage, and drive positive societal impact.
Our diverse, global teams bring deep industry and functional expertise and a range of perspectives that question the status quo and spark change. BCG delivers solutions through leading-edge management consulting, technology and design, and corporate and digital ventures. We work in a uniquely collaborative model across the firm and throughout all levels of the client organization, fueled by the goal of helping our clients thrive and enabling them to make the world a better place.
What You'll Do
- Acquiring deep expertise in at least one analytics topic & understanding of all analytics capabilities
- Defining and explaining expected analytics outcome; defining approach selection
- Delivering original analysis and insights to BCG teams, typically owning all or part of an analytics module and integrating with case teams
- Establishing credibility by thought partnering with case teams on analytics topics; drawing conclusions on a range of external and internal issues related to their module
- Communicating analytical insights through sophisticated synthesis and packaging of results (including PowerPoint presentation, Documents, dashboard and charts) with consultants, collects, synthesizes, analyses case team learning & inputs into new best practices and methodologies
- Build collateral of documents for enhancing core capabilities and supporting reference for internal documents; sanitizing confidential documents and maintaining a repository
- Able to lead workstreams and modules independently or with minimal supervision
- Ability to support business development activities (proposals, vignettes etc.) and build sales collateral to generate leads
- Guides juniors on analytical methodologies and platforms, and helps in quality checks
- Contributes to team’s content & IP development
- Imparts technical trainings to team members and consulting cohort
- Strong proficiency in statistics (concepts & methodologies like hypothesis testing, sampling, etc.) and its application & interpretation
- Hands-on data mining and predictive modeling experience (Linear Regression, Clustering (K-means, DBSCAN, etc.), Classification (Logistic regression, Decision trees/Random Forest/Boosted Trees),
- Timeseries (SARIMAX/Prophet))etc.
- Strong experience in at least one of the prominent cloud providers (Azure, AWS, GCP) and working knowledge of auto ML solutions (Sage Maker, Azure ML etc.)
- At least one tool in each category
- Programming language - Python (Must have), (R Or SAS OR PySpark), SQL (Must have)
- Data Visualization (Tableau, QlikView, Power BI, Streamlit) ,
- Data management (using Alteryx, MS Access, or any RDBMS)
- ML Deployment tools (Airflow, MLflow Luigi, Docker etc.)
- Big data technologies ( Hadoop ecosystem, Spark)
- Data warehouse solutions (Teradata, Azure SQL DW/Synapse, Redshift, BigQuery etc,)
- Version Control (Git/Github/Git Lab)
- MS Office (Excel, PowerPoint, Word)
- Coding IDE (VS Code/PyCharm)
- GenAI tools (OpenAI, Google PaLM/BERT, Hugging Face, etc.)
- Expertise in building analytical solutions and delivering tangible business value for clients (similar to the use cases below)
- Price optimization, promotion effectiveness, Product assortment optimization and sales force effectiveness, Personalization/Loyalty programs, Labor Optimization
- CLM and revenue enhancement (segmentation, cross-sell/up-sell, next product to buy, offer recommendation, loyalty, LTV maximization and churn prevention)
- You will be a clear and confident communicator, able to deliver messages in a concise manner with strong and effective written and verbal communication.
- You should be strong in analytical solutioning with hands on experience in advanced analytics delivery, through the entire life cycle of analytics. Strong analytics skills with the ability to develop and codify knowledge and provide analytical advice where required.#BCGXjob
What You'll Bring (Experience & Qualifications)
- Bachelor/Master’s degree in a field linked to business analytics, statistics or economics, operations research, applied mathematics, computer science, engineering, or related field required; advanced degree preferred
- At least 2-4 years of relevant industry work experience providing analytics solutions in a commercial setting
- Prior work experience in a global organization, preferably in a professional services organization in data analytics role
- Demonstrated depth in one or more industries not limited to but including Retail, CPG, Heatlhcare, Telco etc
- Prior work experience in a global organization, preferably in a professional services organization in data analytics role to join our ranks.#LI-ND1
Date Posted:
Boston Consulting Group is an Equal Opportunity Employer. All qualified applicants will receive consideration for employment without regard to race, color, age, religion, sex, sexual orientation, gender identity / expression, national origin, disability, protected veteran status, or any other characteristic protected under national, provincial, or local law, where applicable, and those with criminal histories will be considered in a manner consistent with applicable state and local laws.
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