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Director, Data Science

Company: Bain & Company
Location: London
Posted on: February 25, 2021

Job Description:

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: As a senior member of the growing Data Science team in Bain's Advanced Analytics Group, you will:

  • 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
  • Translate business objectives into data and analytics solutions and, translate results into business insights using appropriate data engineering and data science applications
  • Partner closely with Engineering and product leaders at Bain to support development of innovative analytics solutions and products
  • Provide thought leadership in state-of-the-art machine learning techniques
  • Develop and deploy industry-leading machine learning models, aimed at solving client problems across industry verticals and business functions.
  • Manage a team of 3-5 data scientists
  • Work closely with AAG leadership and Global Engineering to extend and innovate our data and analytics capabilities
  • Help develop Advanced Analytics intellectual property and identify areas of new opportunity for data science and analytics for Bain and its clients WHAT YOU'LL DO: As a senior member of Bain's Data Science team globally you will be responsible for:
    • Lead recruiting and onboarding for manager/expert level team members
    • Directly manage 3-5 Data Scientists
    • Ensure standards and guidelines are being used by team to develop re-usable common frameworks, model and components that address repeatable tasks and problem/data sets in specific industries or business functions
    • Share learnings and drive adoption of best demonstrated practices with your teammates in AAG about theoretical and technical developments in the rapidly evolving data science field, collaborate with the open source community, and work together to create a great working environment that attracts other great data scientists
    • Develop relationships with external data and analytics vendors and interact as needed
    • Keep abreast of new and current data science techniques and technologies Provide client and client development support
      • Participate in expert advisory activities that required deep expertise in data science domain
      • Advise client executives on data and analytics strategy and roadmap design
      • Work with consulting teams to understand business problems, translate them into data science projects and appropriately prioritize and execute
      • Be an expert advisor in proposal discussions
      • Act as an ambassador and coach towards data science teams at our clients and partners to raise their capabilities and ensure that our work is successfully deployed
      • This position will be located in London
      • Travel is required ABOUT YOU: Advanced Degree in a quantitative discipline such as Computer Science, Engineering, Econometrics, Statistics or Information Sciences such as business analytics or informatics
        • 10+ years of experience in analytics
        • 3+ years of experience managing data scientists
        • Track record of leading and collaborating on strategic initiatives
        • Strategic Consulting experience a plus
        • Strong interpersonal and communication skills, including the ability to explain and discuss mathematical and machine learning technicalities with colleagues and clients from other disciplines Interest in learning about business applications, business models and economics of machine learning and data technologies - you will have the opportunity to work with world-leading practitioners in this area
          • Ability to collaborate with people at all levels and with multi-office/region teams
          • Solid fundamental knowledge of supervised, unsupervised, reinforcement learning machine learning algorithms such as classifiers, cluster analysis, dimension reduction, regression, CNN, RNN, DQN, GAN, temporal difference methods, sequence modeling, NLP/NLU, word/doc embeddings, collaborative filtering, self-attention, transformers, etc.
          • Experience with MLOps - scalable development to deployment of complex data science workflows
          • Experience with model explainability and interpretability techniques
          • Experience with model explainability and interpretability techniques
          • Proficiency in Python required
          • Experience with Container, Docker and Git is required
          • Experience in machine learning frameworks and tools (e.g. scikit-learn, mlr, caret, H2O, TensorFlow, MXNet, Pytorch, Caffe/Caffe2, CNTK, MLlib) required
          • Experience with cloud platforms required
          • Experience in big data technologies such as Hadoop, BigQuery, S3, MapReduce, Apache Spark is required Ability to work independently and juggle priorities to thrive in a fast paced environment, while also collaborating as part of a team in complex situations 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 . Sorry the Share function is not working properly at this moment. Please refresh the page and try again later.

Keywords: Bain & Company, Fort Smith , Director, Data Science, Executive , London, Arkansas

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