Assembly Global

Senior Analyst, Data Scientist

Assembly Global

full-time

Posted on:

Location Type: Office

Location: Bengaluru • India

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Job Level

Senior

Tech Stack

Python

About the role

  • Build, maintain, and automate models that deliver deep media intelligence to make timely and effective investment decisions.
  • Work with client leads or consultancy leadership to interpret and understand business needs, and to define analytical and data science approaches to solving business challenges.
  • Determine data requirements for media measurement, media analytics, lift analysis, audience modeling, or other applications.
  • Build Media Mix Models, attribution models, lift analysis, or audience models using R, Python, or similar programming languages.
  • Work within agency infrastructure and toolkit to create robust and scalable processes for specific client work and cross client agency products.

Requirements

  • 3-5 years' experience building attribution and time series models, with experience in the marketing industry a big plus
  • Experience in the analysis of large data sets to develop insights and learnings (data mining)
  • Strong experience using statistical, ML, and deep learning techniques in marketing applications: different regression techniques in mix modeling/econometrics projects, some knowledge of choice modeling techniques, different segmentation procedures – cluster, CHAID, CART, LCA, etc.) and In-market testing using ANCOVA, hypothesis development, designing tests/experiments, analyzing data, drawing conclusions, and developing actionable recommendations
  • Experience with statistical analysis software products and research design
  • Experience with development and deployment of front-end applications for optimization and forecasting using tools such as Shiny or Streamlit
  • Knowledge of visual techniques for data analysis and presentation
  • Knowledge of current issues within the online media industry, such as attribution, data collection, targeting and privacy are a good to have
  • Must feel comfortable learning new systems and tools
Benefits
  • Annual Leave in number of 20 allotted to all employees beginning of every calendar year.
  • Sick Leave in number of 12 is allotted effective DOJ and beginning of ever calendar year.
  • Other Leaves-Maternity Leave & Paternity Leaves, Birthday Leave Entitlement
  • Dedicated L&D Budget for all Teams to upskill & get certified
  • All employees are entitled for Group Personal Accident Cover & Life Cover Insurance.
  • Insurance coverage for the entire family (Employee + up to 7 dependents - Self, Spouse, up to 4 children, and Parents)
  • Monthly Cross Team Lunch
  • Rewards and Recognition program-Employee of the month, Star Performer, Tenure Celebration & many more
Applicant Tracking System Keywords

Tip: use these terms in your resume and cover letter to boost ATS matches.

Hard Skills & Tools
media mix modelsattribution modelslift analysisaudience modelingdata miningstatistical techniquesmachine learningdeep learningregression techniquesresearch design
Soft Skills
analytical thinkingproblem-solvingcommunicationcollaborationadaptability