BC

Associate - Consumer Products (AI)

Bain & Company

8 months ago

3 - 5 years

Work From Office

New Delhi, Delhi, Delhi, India

  • Support the BCN case leads in problem solving, hypothesis generation, research and insight generation and quality control
  • Lead meaningful and focused meetings on owned project workstreams, deliver business insights effectively to the project leadership
  • Ensure application performance and scale, maintaining high standards of code quality and thoughtful design
  • Machine Learning

    Deep Learning

    Supervised & Unsupervised Learning

    Python/R

    SQL

    PySpark

    Alteryx

    Tableau

    power BI

    GEN AI

    MlOPS

    MS EXCEL

    MS PowerPoint

    Cloud Platforms

    Job description & requirements

    What you’ll do

    1. Support the BCN case leads in problem solving, hypothesis generation, research and insight generation and quality control
    2. Interpret, understand, and break down case requirements into actionable task items for the team-let
    3. Lead meaningful and focused meetings on owned project workstreams, deliver business insights effectively to the project leadership
    4. Be willing to take on challenging analytical problems and read research papers to come up with cutting-edge solutions from across disciplines to arrive at analytical solutions
    5. Be part of the thought leadership exercise to establish a blue-print for cloud-based deployment of any analytical and/or data-driven solution
    6. Ensure application performance and scale, maintaining high standards of code quality and thoughtful design
    7. Support the process of Translating business problems into ML problems and create ML solutions to produce desired customer business outcomes.
    8. Execute and deliver high quality outputs timely to internal and external stakeholders
    9. Ability to derive actionable insights from voluminous quantitative and qualitative data/research
    10. Provide day-to-day coaching to analysts on various aspects of projects, while also overseeing a workstream for 1-2 analysts
    11. Gain proficiency in the key industry data sources KPIs along with developing expertise in analytical tools, models and languages
    12. Gain proficiency in select consulting solutions (go-to-market strategy, revenue management, account management, brand strategy, etc.) delivered to and relevant for CP industry clients, along with expertise in one or more key sub-sectors within CP, covering consumer preferences, market trends, competitor landscape, etc.
    13. Work on building and deploying advanced analytics solutions, including large-scale data processing, computationally intensive Optimization, Machine Learning and Deep Learning models
    14. The focus will be on making the deployment sustainable and scalable, as per solution needs
    15. Work on parallel processing of ML solutions, in an optimal manner
    16. Collaborating with team members to make the solutions as client-ready as possible
    17. (Good-to-have) Ability to deploy advanced analytics solutions on AWS/Azure

    About you

    1. Candidates should be graduates / post-graduates with strong academic record
    2. Work experience range in case highest qualification is undergraduate studies – 2-5 years of exposure to management consulting and data analytics relating to market / business / consumer insights, preferably in a global MNC environment within Consumer Products / Retail industry domains
    3. Work experience range in case highest qualification is postgraduate studies – 0-3 years of exposure to management consulting and data analytics relating to market / business / consumer insights, preferably in a global MNC environment within Consumer Products / Retail industry domains
    4. Demonstrated technical experience working with technologies related to industrialization of artificial intelligence, machine learning and/or deep learning.
    5. Mathematics and statistics background is preferred in addition to experience building complex machine learning models
    6. Hands-on experience in building complex statistical models in some of the following:
    7. Supervised – Classification, Regression, Time Series forecasting
    8. Unsupervised – Clustering, Anomaly detection
    9. Prescriptive analytics – Linear and non-Linear optimization
    10. Domains/Sectors – Natural Language Processing, with experience in CPGs a big plus
    11. Strong communications skills, should be able to drive discussion/presentations with senior stakeholders and client maps
    12. Excellent implementation skills in Python and/or R, SQL and (preferably) PySpark with understanding of in analytical tools and techniques including / similar to Alteryx, Tableau, Power BI
    13. Well versed in dealing with large datasets and using ML/DL libraries or packages
    14. Deep understanding of the Gen-AI tooling ecosystem including knowledge and experience of Kubernetes, MLOps and AIOps tools (mandatory)
    15. Proficient with Excel, and PowerPoint
    16. (Good-to-have) Familiar with Cloud services (AWS) related to AI/ML

    Experience :

    3 - 5 years

    Job Domain/Function :

    artificial intelligence

    Job Type :

    Work From Office

    Employment Type :

    Full Time

    Number Of Position(s) :

    1

    Educational Qualifications :

    Bachelor's Degree

    Location :

    New Delhi, Delhi, India, New Delhi, Delhi, India

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