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Data Analytics & AIManagement Level
Senior AssociateJob Description & Summary
At PwC our people in data and analytics focus on leveraging data to drive insights and make informed business decisions. They utilise advanced analytics techniques to help clients optimise their operations and achieve their strategic goals.Years of Experience: Candidates with 4 years of hands on experience
Position: Senior Associate
Industry: Supply Chain/Forecasting/Financial Analytics
Required Skills: Successful candidates will have demonstrated the following skills and characteristics:
Must Have:
Strong supply chain domain knowledge (inventory planning demand forecasting logistics) Well versed and handson experience of working on optimization methods like linear programming mixed integer programming scheduling optimization. Having understanding of working on third party optimization solvers like Gurobi will be an added advantage Proficiency in forecasting techniques (e.g. HoltWinters ARIMA ARIMAX SARIMA SARIMAX FBProphet NBeats) and machine learning techniques (supervised and unsupervised) Experience using at least one major cloud platform (AWS Azure GCP) such as:
Experience developing deploying and monitoring ML models on cloud infrastructure Expertise in Python SQL data orchestration and cloudnative data tools Handson experience with cloudnative data lakes and lakehouses (e.g. Delta Lake BigLake) Familiarity with infrastructureascode (Terraform/CDK) for cloud provisioning Knowledge of visualization tools (PowerBI Tableau Looker) integrated with cloud backends Strong command of statistical modeling testing and inference Advanced capabilities in data wrangling transformation and feature engineering Familiarity with MLOps containerization (Docker Kubernetes) and orchestration tools (e.g. Airflow) Strong communication and stakeholder engagement skills at the executive level
Roles and Responsibilities:
Assist analytics projects within the supply chain domain driving design development and delivery of data science solutions
Develop and execute on project & analysis plans under the guidance of Project Manager
Interact with and advise consultants/clients in US as a subject matter expert to formalize data sources to be used datasets to be acquired data & use case clarifications that are needed to get a strong hold on data and the business problem to be solved
Drive and Conduct analysis using advanced analytics tools and coach the junior team members
Implement necessary quality control measures in place to ensure the deliverable integrity like data quality model robustness and explainability for deployments.
Validate analysis outcomes recommendations with all stakeholders including the client team
Build storylines and make presentations to the client team and/or PwC project leadership team
Contribute to the knowledge and firm building activities
Professional and Educational Background:
BE / / MCA / / M.E / /Masters Degree /MBA from reputed institute
Education (if blank degree and/or field of study not specified)
Degrees/Field of Study required:Degrees/Field of Study preferred:Certifications (if blank certifications not specified)
Required Skills
Optional Skills
Accepting Feedback Accepting Feedback Active Listening Algorithm Development Alteryx (Automation Platform) Analytical Thinking Analytic Research Big Data Business Data Analytics Communication Complex Data Analysis Conducting Research Creativity Customer Analysis Customer Needs Analysis Dashboard Creation Data Analysis Data Analysis Software Data Collection DataDriven Insights Data Integration Data Integrity Data Mining Data Modeling Data Pipeline 38 moreDesired Languages (If blank desired languages not specified)
Travel Requirements
0Available for Work Visa Sponsorship
NoGovernment Clearance Required
NoJob Posting End Date
Required Experience:
Senior IC
Full-Time