Senior Analyst - DMO Data Mining Modeler
Location
Secunderabad | India
Job description
- Maintain a predictable, transparent, global operating rhythm that ensures always-on access to high-quality data for stakeholders across the company
- Responsible for day-to-day master data collection, transportation, maintenance/curation and access to the PepsiCo corporate data asset
- Work cross-functionally across the enterprise to centralize data and standardize it for use by business, data science or other stakeholders
- Increase awareness about available master data and democratize access to it across the company
- The Process Intelligence Modeler will be responsible for building and configuring process models within the Celonis or other process mining tools (or similar tool) platform.
The purpose of this role is to:
- Process Mapping: Documenting and visualizing business processes to create a clear understanding of how activities are executed within an organization.
- Data Integration: Integrating data from various sources into the Celonis or other process mining tools (or similar tool) platform to provide a comprehensive view of process-related information.
- Process Mining: Using process mining techniques to analyze and extract insights from event logs, identifying bottlenecks, deviations, and inefficiencies in processes.
- Model Building: Creating process models within the Celonis or other process mining tools (or similar tool) platform, often using graphical interfaces, to represent workflows and process steps.
- Performance Analysis: Monitoring and measuring key performance indicators (KPIs) within process models to evaluate process efficiency and effectiveness.
- Continuous Improvement: Collaborating with teams to identify opportunities for process optimization and implementing changes based on insights derived from the models.
- Data Transformation: Cleaning, transforming, and preparing data for analysis within Celonis or other process mining tools (or similar tool), ensuring data accuracy and relevance.
- User Training: Educating end-users and colleagues on how to interpret and use process models to drive process improvements.
- Troubleshooting: Addressing technical issues and resolving challenges related to process models and data integration.
- Dashboard Integration: Collaborating with Process Intelligence Dashboarders to integrate process models into dashboards for visualization and reporting.
- This role reports to the Process Intelligence Celonis or other process mining tools Lead.
Responsibilities - Implement planned artifacts in the process modeling tool while adhering to key development standards
- Maintenance of existing solutions
- Validation of estimated development time
- Sharing lessons learned from development initiatives
- Collection of developed artifacts for reuse
- Creation of a sprint plan
- Communicate daily/weekly status of process intelligence deliverables and note follow-ups or issues encountered
- Ensure accurate standards are followed per program defined standards
- Perform demonstrations of process workflows and update feedback received from SMEs key stakeholders
- Identify opportunities of process improvements by combining process modeling work process mining in Celonis or other process mining tools (or similar tool)
- Drive efficiency, standardization harmonization across DMO processes via process mining
- Develop process overviews and best practice documentation for modeling and process intelligence work
Qualifications - Completed studies in computer science or business administration
- Celonis or other process mining tools experience required and certification a plus
- 9+ years of experience working in Process modelling using Celonis or SAP-Signavio, UiPATH process mining, Microsoft power-automate and minitesp. handling Data Process teams in a functional capacity, preferably CPG with experience in core master data domains such as Materials, Customers, Supplier, Finance
- Experience evaluating related information solutions and information products (including source systems, platforms, etc)
- Strong understanding of business processes and underlying applications
- Experience in software development and testing of software
- Preferably hands-on experience with PM software and its implementation, including SQL
- Strong Microsoft Office skills, preferably strong Excel analysis skills esp. around reporting and generating metrics for leadership
- Experience with continuous improvement methodologies (ie, Six Sigma, Design Thinking)
- Should have Data Engineer Certification in Celonis
Skills, Abilities, Knowledge:
- Experience documenting process flows and business requirements
- Excellent communication skills, both verbal and written, in English
- Detail oriented, thorough with documentation/communication
- Positive and flexible attitude to enable adjusting to different needs in an ever-changing environment
- Proactively drives impact and engagement while bringing others along
- Strong facilitation/presentation skills
- A drive to learn and master new technologies and techniques
- Celonis or other process mining tools recertification
- Works independently, directs own activities, demonstrate a strong work ethic and entrepreneurship
- Educates challenging stakeholders on the role of data and its purpose in the business
- Collaborates for speed, agility, and innovation
- Ability to structure data and visualize it in a hypothesis-based manner
- Enjoys combining technological understanding, strategic analysis, and implementation work
- Experience with SAP (ECC S/4; MDG is desired)
- Experience in developing business problem related statistical/ML modeling with industry tools
- Knowledge on Data Types and building connectors to databases including APIs
- Must have 9+ Years experience in building complex SQL queries.
- Must have 9+ Years ETL and how to set up Data pipelines.
- Must have 9+ Years experience in creation of transformation and data models.
- Must have 4+ Years experience with Python and Action Flows / Action
- Knowledge on transactional data from various ERP systems.
- Transforming transactional data into log files
- Previous experience with Scripting and JSON.
- Should have knowledge of used cases and best practices in Master data management.
- Must have: (1) CELONIS Data engineering certification and (2) CELONIS Data Analysis Certification
- Strong preference for Signavio certification: C_SIG_2201 SAP Certified Application Associate SAP Signavio
- Good to have: Signavio training on SIG231 and SIG321 of the process transformation suite;
- Good to have knowledge on (a) SiGNAL (signavio expression language) and (b) Continuous data load/data merging strategies
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