
Senior Engineer Consultant
3 weeks ago
Job Description :
- Knowledge of experimental design and testing frameworks like A/B testing, Multi-armed Bandit testing etc. to guide optimal decisions across various key pricing initiatives related to acquisition volume, quality, revenue growth and pricing elasticity.
- Researching and building proof-of-concept models utilizing various machine learning techniques & traditional statistical techniques to drive optimal business decisions for device roadmap assortment, arbitrage analysis, and pricing elasticity
- Building Financial models leveraging acquisition modeling and other machine learning techniques while partnering with base management on optimal assortment and leveraging their acquisition quality index for predictive modeling
- Creating various device assortment forecasting models while partnering with brand and FP&A during OEM negotiations to assist with scenario planning during the modular roadmap process
- Researching and evaluating price moves to competition and gray market pricing to determine arbitrage impact and provide analytics on optimal thresholds of arbitrage potential to mitigate subsidy loss
- Partnering with Reporting & Analytics on one data initiative to bring in retailer POS data to aid in analytics across retailers and channels
- Work with diverse teams and stakeholders, keep project leads updated on progress, and ensure projects move forward promptly.
- Identify high value opportunities for applying Advanced Analytics, Artificial Intelligence (AI), Machine Learning (ML) and Industrial Internet of Things (IIoT), and develop and deploy innovative tailored solutions in manufacturing environment.
- Conduct in-depth data analysis to identify trends, patterns, user behaviors and corresponding business impact to inform product development decisions.
- Utilize data science techniques and statistical methods to conduct exploratory analyses and develop predictive models that drive business insights and decision-making.
- Develop and maintain a balanced set of KPIs and performance metrics that assess the success of product initiatives, including product adoption, revenue impact, user and customer retention.
- Utilize various data analysis tools and methodologies to extract actionable insights from large datasets, covering both product usage and financial data.
- Create and present data-driven reports and presentations to stakeholders, demonstrating how product improvements positively impact the bottom line
- Stay current with best practices in data analysis and data science to make well-informed data-driven recommendations.
Skills Required :
- Proficiency in Python for Data Science and SQL
- Advanced knowledge of Classification, Regression, and Forecasting models
- Strong skills in Model Packaging & Deployment and Model Packaging & Deployment
- Capability in Data Science on AWS, GCP, or Azure
- Experience with Technical Leadership and Task Delivery in a data science context
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