Bain & Company Inc

Senior Manager, Data Science

Job Location IN-Bangalore | IN-New Delhi | IN-Mumbai
Job ID
2020-4443
Posted Date
3/26/2021
Category
Advanced Analytics
Type
Regular Full-Time
Location : Location
IN-Bangalore

WHAT MAKES US A GREAT PLACE TO WORK

We are proud to be consistently recognized as one of the world's best places to work, a champion of diversity and a model of social responsibility. We are currently ranked the #1 consulting firm on Glassdoor’s Best Places to Work list, and we have maintained a spot in the top four on Glassdoor's list for the last 12 years. We believe that diversity, inclusion and collaboration is key to building extraordinary teams. We hire people with exceptional talents, abilities and potential, then create an environment where you can become the best version of yourself and thrive both professionally and personally. We are publicly recognized by external parties such as Fortune, Vault, Mogul, Working Mother, Glassdoor and the Human Rights Campaign for being a great place to work for diversity and inclusion, women, LGBTQ and parents.

 

WHO YOU'LL WORK WITH

Our Advanced Analytics Group is a team of experts in data science, engineering, marketing science, operations research and primary research.  You will work alongside Bain’s consulting teams to provide high quality results for our clients, some of the most successful and pioneering businesses in the world. 

WHAT YOU'LL DO

 

You should have previous experience working on globally distributed teams. We do not expect you to always know the answer, but you should be able to communicate with your fellow Bain data scientists across the globe. Primary responsibilities gathering requirements, sourcing data, managing client relationships, and communicating results.

  • Provide data science expertise to Bain case teams and clients worldwide. You will work together with case teams to drive results by assessing needs and developing data science methods, products and capabilities.
  • Develop analytical solutions that bring critical insights to a variety of different problems such as targeting customers and segmenting markets, product design, marketing optimization, demand forecasting and brand valuation, profit and price analyses, fraud detection.
  • Collaborate closely with and influence business consulting staff and leaders as part of multi-disciplinary teams to assess opportunities and develop data driven solutions for Bain clients across a variety of sectors.
  • Research and develop novel machine learning and statistical techniques to solve complex business problems.

ABOUT YOU

  • 8+ years’ industry experience (or 5+ years with a post-graduate degree in a quantitative discipline such as applied mathematics, computer science, statistics etc.) in a data science, advanced analytics or machine learning team.
  • Proven leadership and people management experience. 2+ years developing the careers of 4 or more direct reports.
  • A Bachelor’s Degree in Computer Science, Mathematical or Statistical sciences or related quantitative disciplines is required.
  • Proficiency in one of the following programming languages: R, Python, Java, Julia.
  • Proficiency in applied machine learning, optimization, statistical and probabilistic modeling techniques in relevant problem areas such as forecasting, text mining/NLP techniques, clustering, personalization and recommendation engines.
  • Strong theoretical understanding of statistical techniques, machine learning algorithms and their mathematical underpinnings
  • Strong capabilities in SQL and experience working with databases and distributed data (MySQL, PostGreSQL, SQL Server, RedShift, SparkSQL, Hive, Pig)
  • Experience with the Python Data stack and machine learning frameworks (e.g. Numpy, Pandas, Dask, scikit-learn, mlr, caret, H2O, TensorFlow, PyTorch, Caffe,MLlib) is required.
  • Demonstrable experience in exploratory data analysis (Jupyter, D3, Tableau, RStudio), distributed data frameworks (Hadoop, Spark, Hive, Presto etc.), code review and version control tools, batch and streaming data pipeline orchestration (Airflow, Azkaban, Luigi, Kafka), containerization (Docker, Kubernetes etc.) and deployment (Jenkins) is required.
  • Strong interpersonal and communication skills and ability to communicate with cross-functional stakeholders
  • Examples of relevant domain expertise: predictive modeling, customer journey modeling, computational advertising, demand forecasting, recommender systems, cohort analysis and insights generation, graph/text mining
  • Ability to interpret and explain model predictions and insights to varied audiences
  • Ability to thrive in an unstructured environment, working autonomously on a strong team to find opportunity and deliver business impact
  • Some travel required

ABOUT US

Bain & Company is a global consultancy that helps the world’s most ambitious change makers define the future.

Across 59 offices in 37 countries, we work alongside our clients as one team with a shared ambition to achieve extraordinary results, outperform the competition and redefine industries. We complement our tailored, integrated expertise with a vibrant ecosystem of digital innovators to deliver better, faster and more enduring outcomes. Our 10-year commitment to invest over $1 billion in pro bono services brings our talent, expertise and insight to organizations tackling today’s urgent challenges in education, racial equity and social justice, economic development and the environment. Since our founding in 1973, we have measured our success by the success of our clients, and we proudly maintain the highest level of client advocacy in the industry.

 

 IND123

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