Data Architect, AI and ML Joint Venture
Deloitte
Toronto, Ontario, Canada
11d ago

Deloitte’s Artificial Intelligence and Machine Learning practice (AI and ML) practice is comprised of specialized experts with hands-

on experience, and cutting-edge information assets that facilitate successful Artificial Intelligence (AI) transformations.

We develop AI-enabled solutions to address all aspects of a client’s transformative journey with disciplined focus on business outcomes.

Your role at Deloitte

  • Build the infrastructure required for optimal extraction, transformation, and loading of data from a wide variety of data sources using SQL, NoSQL, on-
  • premises or cloud including big data’ technologies.

  • Assemble large, complex data sets that meet functional / non-functional business requirements. Ingest data sets provided to team.
  • Prepare Analytical datasets (ADS) to support the data science and modeling / AI team in building and deploying statistical models (e.
  • g., predictive models) to support client engagements.

  • Build processes supporting data transformation, data structures, metadata, dependency and workload management. Build and maintain optimal data pipeline architecture.
  • Use ETL tools such as SSIS, Informatica or similar tools
  • Use data mining and analytical tools (Microsoft SSAS, Hadoop, Impala, Spark and other proprietary software) to query large data sets.
  • Be able to discover patterns, analyze and filter data to deliver targeted information.

  • Create and document data models to host client data for relational data, dimensional data, NoSQL, graph, unstructured data.
  • Maintain, develop, and enhance data quality procedures and controls.
  • Identify, design, and implement internal process improvements : automating manual processes, optimizing data delivery, re-
  • designing infrastructure for greater scalability, etc.

  • Work with stakeholders including the Strategy, Product, Data and Design teams to assist with data-related technical issues and support their data infrastructure needs.
  • Work with the lead of data architecture to implement data management standards.
  • Share your knowledge and experiences with the team.
  • Provide production support and on-call support when needed.
  • External Posting Qualifications

  • Advanced working SQL knowledge and experience working with relational databases, query authoring (SQL) as well as working familiarity with a variety of databases including SQL Server, Oracle.
  • 5+ years of experience in Database / BI development
  • Experience building and optimizing big data’ data pipelines, architectures and data sets.
  • Experience performing root cause analysis on internal and external data and processes to answer specific business questions and identify opportunities for improvement.
  • Experience in supporting multiple production environments including debugging production issues. 3 5 years
  • Build processes supporting data transformation, data structures, metadata, dependency and workload management.
  • Must have data modeling skills to address relational data, dimensional data, NoSQL, graph, unstructured data, and master data (3-4 years)
  • A successful history of manipulating, processing and extracting value from large disconnected datasets.
  • Strong project management and organizational skills.
  • Strong capability to understand relevant business parameters along with an ability to select appropriate processes or procedures from multiple options.
  • A proven ability to work independently to determine, articulate and solve a problem.
  • Experience supporting and working with cross-functional teams in a dynamic environment.
  • A University degree in Computer Science, Information Management or related field is required.
  • Candidate with 5+ years of experience in a Data Engineer role, who has attained a University degree in Computer Science, Informatics, Information Systems or another quantitative field.
  • An advanced degree is preferred.

    Candidate should also have experience using the following software / tools :

  • RDMS (SQL Server, Oracle) and NoSQL databases.
  • big data technologies : Hadoop, Hive, HBase, Spark / PySpark, Kafka, etc.
  • AWS cloud services : EC2, EMR, RDS, DynamoDB, Redshift, Glue
  • Microsoft Azure cloud services : SQL Database, Cosmos DB, Data Factory, HDInsight, Function App
  • data pipeline and workflow management tools
  • ETL, Data Quality and Data Cleansing, and Master Data Management tools
  • Stream-processing systems : Storm, Spark-Streaming, etc.
  • Programming competency with Python (or any object-oriented programming language like Java, C++), shell scripting languages (for Windows and Linux).
  • Get your career off to a great start. What impact will you make?

    We’re always looking for people with the relentless energy to drive and push themselves further to find new avenues and unique ways of reaching our shared goals.

    At Deloitte, we know that being the undisputed leader means empowering our people to be the very best they can be so they can make an impact that matters for clients, colleagues and the community, and for their own careers.

    We offer a truly differentiated talent experience that empowers our people with unlimited opportunities to do meaningful work and to grow, learn, and lead at every point in their career.

    Deloitte’s newly designed offices offer unique workspaces that strengthen connections, inspire innovative ways of working, and provide the necessary tools to help you make an impact that matters.

    And with our global reach and network, you’ll always be part of the Deloitte community.

    Once Deloitte, always Deloitte.

    Lead yourself. Lead a team. Lead the firm. It’s all possible at Deloitte.

    Deloitte is one of Canada’s leading professional services firms, providing audit, tax, consulting and financial advisory services across Canada.

    At Deloitte, we combine industry insight with a deep understanding of today’s local and global business challenges to give our clients the intelligent, practical and principled solutions they need to resolve both today’s and tomorrow’s challenges.

    Let Deloitte show you how to push your career to the next level. And let your story unfold.

    Deloitte is an inclusive employer dedicated to building a diverse workforce. We encourage applications from all qualified candidates and will accommodate applicants’ needs under the respective provincial human rights codes throughout all stages of the recruitment and selection process.

    Please advise the Recruiter to ensure your accessibility needs are accommodated throughout this process. Information received relating to accommodation will be addressed confidentially.

    We thank all applicants in advance for their interest; however, only those candidates selected for an interview will be contacted.

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