BA/BS in Laptop Science Emptiness at Pepsico
Pepsico isan skilled Analyst at their Hyderabad. As an Analyst , Knowledge Modeling, your focus can be to accomplice with D&A Knowledge Basis crew members to create information fashions for International initiatives. This would come with i analyzing challenge information wants, figuring out information storage and integration wants/points, and driving alternatives for information mannequin reuse, satisfying challenge necessities. Function will advocate Enterprise Structure, Knowledge Design, and D&A requirements, and greatest practices. You’ll be performing all features of Knowledge Modeling working carefully with Knowledge Governance, Knowledge Engineering and Knowledge Architects groups.
The whole particulars of thisare as follows:-
Roles and Duties:
The Superb Candidate ought to be capable of:
Full conceptual, logical and bodily information fashions for any supported platform, together with SQL Knowledge Warehouse, EMR, Spark, DataBricks, Snowflake, Azure Synapse or different Cloud information warehousing applied sciences.
Governs information design/modeling – documentation of metadata (enterprise definitions of entities and attributes) and constructions database objects, for baseline and funding funded initiatives, as assigned.
Help information evaluation, necessities gathering, answer growth, and design critiques for enhancements to, or new, purposes/reporting.
Help assigned challenge contractors (each on- & off-shore), orienting new contractors to requirements, greatest practices, and instruments.
Contributes to challenge price estimates, working with senior members of crew to guage the scale and complexity of the modifications or new growth.
Guarantee bodily and logical information fashions are designed with an extensible philosophy to help future, unknown use circumstances with minimal rework.
Develop a deep understanding of the enterprise area and enterprise know-how stock to craft an answer roadmap that achieves enterprise aims, maximizes reuse.
Companion with IT, information engineering and different groups to make sure the enterprise information mannequin incorporates key dimensions wanted for the correct administration: enterprise and monetary insurance policies, safety, local-market regulatory guidelines, client privateness by design rules (PII administration) and all linked throughout basic identification foundations.
Help with information planning, sourcing, assortment, profiling, and transformation.
Create Supply To Goal Mappings for ETL and BI builders.
Develop reusable information fashions based mostly on cloud-centric, code-first approaches to information administration and cleaning.
Companion with the Knowledge Governance crew to standardize their classification of unstructured information into normal constructions for information discovery and motion by enterprise clients and stakeholders.
Help information lineage and mapping of supply system information to canonical information shops for analysis, evaluation and productization.
The Superb Candidate also needs to have:
Wonderful communication expertise, each verbal and written.
Snug with change, particularly that which arises by firm development.
Skill to grasp and translate enterprise necessities into information and technical necessities with minimal assist from senior members of the crew.
Optimistic and versatile perspective to allow adjusting to completely different wants in an ever-changing surroundings.
Good interpersonal expertise; snug managing trade-offs.
Foster a crew tradition of accountability, communication, and self-management.
Persistently attain/exceed particular person and crew objectives.
5+ years of total know-how expertise that features not less than 3+ years of knowledge modeling and techniques structure.
1+ years of expertise with Knowledge Lake Infrastructure, Knowledge Warehousing, and Knowledge Analytics instruments.
3+ years of expertise growing enterprise information fashions.
Expertise in constructing options within the retail or within the provide chain area is plus.
Experience in information modeling instruments (ER/Studio, Erwin, IDM/ARDM fashions).
Expertise with information profiling and information high quality instruments like Apache Griffin, Deequ, and Nice Expectations.
Expertise constructing/working extremely obtainable, distributed techniques of knowledge extraction, ingestion, and processing of huge information units.
Expertise with not less than one MPP database know-how equivalent to Redshift, Synapse, Teradata or SnowFlake.
Expertise with model management techniques like Github and deployment & CI instruments.
Expertise with Azure Knowledge Manufacturing unit, Databricks and Azure Machine studying is a plus.
Expertise with constructing options within the retail or within the provide chain area is a plus.
Expertise of metadata administration, information lineage, and information glossaries is a plus.
Working data of agile growth, together with DevOps and DataOps ideas.
Familiarity with enterprise intelligence instruments (equivalent to PowerBI).
BA/BS in Laptop Science, Math, Physics, or different technical fields.
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