Full-Time

Databricks Platform Architect

Updated on 11/15/2024

Publicis Groupe

Publicis Groupe

10,001+ employees

Global marketing and communications services provider

Consulting
Consumer Software
Enterprise Software

Senior

New York, NY, USA

Category
Data Engineering
Data & Analytics
Required Skills
Microsoft Azure
Apache Spark
AWS
Terraform
Databricks
Google Cloud Platform
Requirements
  • Deep understanding of Databricks architecture, including clusters, notebooks, jobs, and the underlying compute and storage layers. Architect level who has also done hands work on Databricks in the past 5+
  • Experience building Databricks as a global platform (across multiple regions) which supports an organizations multiple Lines of Business (LOB)
  • Proficiency in Apache Spark, including its core components (Spark SQL, Spark Streaming, and MLlib)
  • Knowledge of Delta Lake, its features (ACID transactions, time travel, etc.), and its role in data lakes and data warehouses
  • Experience in using Databricks SQL for data querying, analysis, and visualization
  • Ability to create and manage complex data pipelines and workflows using Databricks Jobs
  • Understanding of cluster configurations, autoscaling, and performance optimization
  • Unity Catalog experience required
  • Deep understanding of AWS or Azure cloud essentials – Storage, Networking, Identity and Access Management and above all Network and Data Security, handling sensitive data and data compliance with GDRR, CCPA etc
  • Understanding of network configurations, VPCs, and security groups for Databricks deployments
  • Ability to analyze and optimize Databricks costs by leveraging features like spot instances, cluster policies, and auto-termination
  • Infrastructure experience required and familiarity with Terraform scripts
  • Certifications for any of the cloud services like Azure, AWS, or GCP
  • Certifications for any Machine Learning/Advanced Analytics Courses
  • Experience working with code repositories and continuous integration pipelines using AWS code build/code pipelines or similar tools/technologies
  • Experience in data governance and lineage implementation
  • Multi-geo and distributed delivery experience in large programs
Responsibilities
  • Act as a Databricks global platform lead as part of large digital transformation journeys
  • Advance the application of Databricks data platforms as a core building block to enable true business transformation
  • Lead Data Migration and Data Modernization projects to Databricks
  • Build complex data ingestion, processing and consumption storage and pipelines on Databricks
  • Work closely with our clients in understanding their needs and translating them to technology solutions
  • Provide expertise as a technical resource to solve complex business issues that translate into data integration and Databricks systems designs
  • Shape opportunities and create execution approaches throughout the lifecycle of client engagements
  • Ensuring all deliverables are of high quality by setting development standards, adhering to the standards, and participating in code reviews
  • Mentor, support, and manage team members

Publicis Groupe focuses on marketing, communications, and digital transformation for a wide range of clients, including well-known brands like Toyota and McDonald's. The company provides services such as advertising, media planning, digital marketing, and public relations. Its products work by combining data, technology, and creative strategies to create customized solutions that help clients grow and engage with their audiences. What sets Publicis Groupe apart from its competitors is its 'Power of One' approach, which integrates various agencies and services to offer cohesive and effective solutions. The goal of Publicis Groupe is to drive client success through tailored marketing strategies that leverage the latest in data and technology.

Company Stage

IPO

Total Funding

$32M

Headquarters

Paris, France

Founded

N/A

Simplify Jobs

Simplify's Take

What believers are saying

  • Publicis Groupe's continuous expansion through strategic acquisitions offers employees opportunities to work on cutting-edge projects and technologies.
  • The company's global reach and diverse portfolio provide a dynamic and multicultural work environment, fostering professional growth and development.
  • The appointment of a new Global CMO to unify marketing and digital transformation efforts could lead to more cohesive and innovative strategies, benefiting employees and clients alike.

What critics are saying

  • The recent decline in European revenue highlights potential vulnerabilities in the advertising market, which could impact job security and growth opportunities.
  • Frequent acquisitions may lead to integration challenges, causing disruptions and inefficiencies within the company.

What makes Publicis Groupe unique

  • Publicis Groupe's aggressive acquisition strategy, including companies like Practia, Tquila ANZ, and Tremend, significantly enhances its digital transformation and AI capabilities, setting it apart from traditional advertising firms.
  • The integration of AI and digital business transformation through Publicis Sapient AI Labs and other acquisitions positions Publicis Groupe as a leader in innovative marketing solutions.
  • Publicis Groupe's focus on expanding its Salesforce capabilities and creating the world's largest affiliate performance marketing platform through acquisitions like VIVnetworks demonstrates its commitment to comprehensive, tech-driven marketing solutions.

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