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Agent guide: [/agents.md](https://www.wearedevelopers.com/agents.md). --- # Expert Senior Manager, Data Sciences, Software and Data Services - **Company:** Bain & Company - **Location:** Atlanta, GA, United States - **Experience:** Expert - **Salary:** $164,500.0 - $219,000.0 - **Contract:** Permanent contract - **Skills:** Microsoft Word, 3d Models, Amazon Web Services, Microsoft Azure, Software as a Service, Cloud Computing, Cluster Analysis, Data as a Services, Data Deduplication, Extract Transform Load (ETL), Relational Databases, Distributed Systems, Information Sciences, Python (Programming Language), Machine Learning, NumPy, Tensorflow, SQL Databases, Tableau (Software), Data Classification, Large Language Models, Prompt Engineering, Generative AI, Pandas, Scikit Learn, Information Technology, Data Analytics, Xgboost, Machine Learning Operations, Natural Language Understanding, Data Pipelines - **Published:** August 15, 2026 - **Apply:** https://careers.bain.com/jobs/Login?folderId=109009 ## About the Role This role requires a minimum of three days per week working together in person, either at a client location or at your Bain home office. Willingness to travel to client locations (expected 20-40%, potential peak of 60%)., * Advanced degree in a quantitative discipline such as Computer Science, Engineering, Econometrics, Statistics or Information Sciences such as business analytics or informatics * 8-10 years of experience in analytics * 3+ years of experience managing data scientists * Shipped production, enterprise scale data products * Track record of leading and collaborating on strategic initiatives, and of owning client relationships or workstreams end to end * Experience in B2B commercial or go-to-market analytics * Strong interpersonal and communication skills, including the ability to explain and discuss mathematical and machine learning technicalities with colleagues and clients from other disciplines * Solid fundamental knowledge of supervised and unsupervised machine learning algorithms such as classifiers, cluster analysis, dimension reduction, regression, sequence modeling, NLP/NLU, word and document embeddings, self-attention and transformers * Experience with entity resolution, fuzzy matching and deduplication across disparate third-party data sources * Experience with large language models, generative AI applications and prompt engineering for data classification, enrichment and analysis * Experience with MLOps, including scalable development to deployment of complex data science workflows * Experience with model explainability and interpretability techniques * Proficiency in Python and SQL required * Experience in machine learning frameworks and tools (e.g. scikit-learn, XGBoost, pandas, NumPy) required * Experience with ETL processes, data pipeline development and relational databases at scale * Experience with large-scale distributed computing and cloud platforms such as AWS, Azure or GCP * Experience with visualization platforms such as Tableau Preferred * MBA, or PhD in a technical field * Background in consulting, professional services, or B2B analytics environments * Experience with pricing or profitability analytics in a B2B setting * Experience supporting deployment of SaaS or DaaS solutions with clients ## Description We are hiring an Expert Senior Manager, Data Science, to lead data science delivery and methodology across Coro's product suite. You will set the analytical approach on our most complex client engagements, lead the teams that deliver them, and make the calls on modeling design, validation, and where a bespoke analysis should become a productized capability. This is a senior, client-facing role: you will work directly with Bain partners and client executives, and you will be the person expected to defend the methodology in the room. These capabilities power Coro's product suite, such as MoneyMap®, which builds a granular, bottoms-up view of market opportunity, and the repeatable analytics workflows behind Bain's B2B go-to-market work, across challenges such as opportunity mapping, indirect channel growth, and profitability analysis. The work spans propensity and predictive scoring, TAM and market sizing, entity resolution and data matching across third-party sources, and GenAI-driven classification and enrichment at scale. The role also includes ownership of the analytics and delivery of our pricing products, including ProfitCube. You will also help build the capability itself, through recruiting, coaching, and raising the standard of how the team works, in keeping with Bain's apprenticeship model. You will have opportunities to work with major AI ecosystem partners through Bain's partnerships, collaborating on real client deployments and helping shape how emerging capabilities are applied in commercial settings., * Lead the delivery of Coro data science solutions across multiple concurrent client engagements, owning scope, methodology, quality and pace, and stepping in personally where the analytical problem warrants it * Collaborate closely with and influence Bain case teams, partners and senior client executives, framing commercial problems and translating them into analytical approaches and clear business recommendations * Develop and deploy production machine learning and analytical models that drive Coro solutions, including propensity and predictive scoring, TAM and market opportunity sizing, customer segmentation, entity resolution and data matching, and enrichment pipelines built on third-party data sources * Own the analytics and delivery of Coro's pricing products, including ProfitCube * Own the technical direction for GenAI-enabled analytical workflows, including LLM-based classification, enrichment and validation, and set the standards the team applies to prompt design, evaluation and output quality assurance * Develop Coro intellectual property and identify new opportunities for data science to extend the product suite, ensuring that repeatable analyses become re-usable frameworks, models and components rather than one-off case work * Work with Coro product managers and practice leadership to shape the roadmap, prioritize analytical features, and design the optimal approach to product delivery * Act as an expert advisor in proposal, pre-sales and pitch discussions, scoping the analytical approach, sizing the work, and supporting commercial conversations with clients * Lead and develop on-shore and off-shore delivery teams, providing coaching on problem-solving, work planning and data science techniques, and engaging constructively in the mutual feedback process * Keep abreast of new and current data science techniques and technologies, and assess where they create real advantage for our clients and our products * Share learnings and drive adoption of best demonstrated practices across the Coro and wider data science community, and work together to create a great working environment that attracts other great data scientists * Lead recruiting and onboarding of team members as needed, and identify opportunities to support the growth and scaling of the Coro business unit ## Related Videos - [Data Science in Retail](https://www.wearedevelopers.com/videos/586-data-science-in-retail) - [TikTok's Privacy Innovation](https://www.wearedevelopers.com/videos/1036-tiktok-s-privacy-innovation) - [Advanced Typing in TypeScript](https://www.wearedevelopers.com/videos/496-advanced-typing-in-typescript) - [Vectorize all the things! 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