Architect - Predictive Forecasting

2 weeks ago


Hyderabad Telangana, India PepsiCo Full time

Overview:
**Responsibilities**:

- Drive and lead delivery of key projects within time and budget
- Drive and lead solution design and build to ensure scalability, performance, and reuse
- Ability to recommend and drive consensus around preferred data integration/engineering approaches
- Ability to anticipate data bottlenecks (latency, quality, speed) and recommend appropriate remediation strategies
- Ensure on time and on budget delivery which satisfies project requirements, while adhering to enterprise architecture standards.
- Facilitate work intake, prioritization and release timing, balancing demand and available resources. Ensure tactical initiatives are aligned with the strategic vision and business needs.
- Ensure sustainability of live pipelines in production environment
- Hands on experience of implementing and designing data engineering workloads using Spark, Databricks, or similar modern data processing technology
- Work with product owners, scrum masters and technical committee to define the 3 months road-map for each program increment (sprint wise)
- Manage and scale data pipelines responsible for ingestion and data transformation.
- Evolve the architectural capabilities and maturity of the data platform by engaging with enterprise architects and strategic internal and external partners.
- Prototype new approaches and build solutions at scale.
- Research in state-of-the-art methodologies.
- Create documentation for learnings and knowledge transfer.
- Collaborate with internal clients (data science and product teams) to drive solutioning and POC discussions.

Qualifications:
**Required skill set and experience**:

- Bachelor’s degree in Computer Science, MIS, Business Management, or related field
- 10 + years’ experience in Information Technology
- 4 + years of Azure, AWS and Cloud technologies
- 6+ years of experience of writing complex SQL queries in DWH or Datalake environment
- 5+ years of experience with a programming language (i.,e python, java or scala) preferably python.
- Experience of building frameworks for different processes such as data ingestion and dataops
- Good written and verbal communication skills along with collaboration and listening skills
- Well versed with Spark optimization techniques
- Experience dealing with multiple vendors as necessary.
- Hands on experience of writing complex SQL queries
- Big Data (Hadoop, HBase, MapReduce, Hive, HDFS etc.), Spark/PySpark
- Sound skills and hands on experience with Azure Data Lake, Azure Data Factory, Azure Data Bricks ,Azure Synapse Analytics, Azure Storage Explorer
- Proficient in creating Data Factory pipelines for on-cloud ETL processing; copy activity, custom Azure development etc.
- Experience with data modeling, data warehousing, and building high-volume ETL/ELT pipelines.
- Experience with data profiling and data quality tools
- Experience building/operating highly available, distributed systems of data extraction, ingestion, and processing of large data sets.
- Experience with at least one MPP database technology such as Redshift, Synapse or SnowFlake.

**Mandatory “Non-Technical” Skills**
- Excellent remote collaboration skills
- Experience working in a matrix organization with diverse priorities.
- Enthusiast for learning functional knowledge specific to finance business
- Ability to work with virtual teams (remote work locations); within team of technical resources (employees and contractors) based in multiple global locations.
- Participate in technical discussions, driving clarity of complex issues/requirements to build robust solutions
- Strong communication skills to meet with delivery teams and business-facing teams, understand sometimes ambiguous, needs, and translate to clear, aligned requirements.



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