Senior Manager/Director
3 weeks ago
Role : Senior Manager/ Director
Domain : CPG
Primary Skill : Analytics, Data Science
Must Skill : Pricing & Promotion
Total Exp : 12+ Yrs
Relevant Exp : 10+ Yrs (Data Science Exp is Must) Hands on technical experience
Sub relevant on CPG / Pricing - Minimum 7 years
Education criteria : B.Tech(Full Time) OR Any other Bachelor Degree with Master Degree(Full Time)
Current location any AC (Mumbai / Kolkata / Bangalore / Hyderabad ) or Other location candidates must relocate to Bangalore
Notice Period : 0-30 days
Job specifications :
- Domain Pricing & Promo - Key words
- CPG Online & offline Promo analysis
- Linear Regression, Log log Regression, Log Linear Regression
- Time Series Analysis
- Uplift Modelling
- Understanding of baseline sales & incremental sales
Job Descriptions :
Must Have :
- Solid knowledge and experience of supervised, unsupervised machine learning algorithms. For e.g (but not limited to): linear regressions, bayesian regressions, multi objective optimization techniques, classifiers, cluster analysis, dimension reduction etc.
- Understanding of techniques like Price Elasticity models, Sales Promo Uplift Modelling
- Good knowledge of statistics For e.g: statistical tests & distributions
- Experience in Data analysis For e.g: data cleansing, standardization and data preparation for the machine learning use cases
- Experience in machine learning frameworks and tools (For e.g. scikit-learn, mlr, caret, H2O, TensorFlow,, Pytorch, MLlib)
- Advanced level programming in SQL and Python/Pyspark to guide teams
- Expertise with visualization tools For e.g: Tableau, PowerBI, AWS QuickSight etc.
Nice to have :
- Working knowledge of containerization ( e.g. AWS EKS, Kubernetes), Dockers and data pipeline orchestration (e.g. Airflow)
- Experience with model explain ability and interpretability techniques
- Multi-task and manage multiple deadlines.
- Responsible for incorporating client/user feedback into the Product
- Ability to think through complex user scenarios and design simple yet effective user interactions
- Good Communication and presentation skills
(ref:hirist.tech)-
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