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    Senior Data Science Engineer - Troy, MI, United States - Flagstar Bank

    Flagstar Bank background
    Description

    Data Engineer is responsible in understanding and supporting the businesses through the design, development, and execution of Extract, Transform, and Load (ELT/ETL), data integration, and data analytics processes across the enterprise.

    He/She will stay on top of tech trends, experiment with and learn new technologies, contribute to the growth of data organization, participate in internal & external technology communities, and mentor other members of the team.

    Provide technical leadership at every stage of the data engineering lifecycle, from designing data platforms, data pipelines, data stores, and gathering, importing, wrangling, querying, and analyzing data.

    The Sr data engineer will work closely with various customers including their immediate project teams, business domain experts and other technical staff members.

    Work daily within a project team environment, taking direction from project management and technical leaders. Responsible for design, development, administration, support, and maintenance of the Snowflake Platform and Oracle Platform.

    Participates in the full systems life cycle and cloud data lake/data warehouse design and build including recommendation of code development, integration with data marketplace or reuse and buy versus build solutions.

    Technical Leadership –Lead data integration across the enterprise thru design, build and implementation of large scale, high volume, high performance data pipelines for both on-prem and cloud data lake and data warehouses.

    Solution Design – Lead the design of technical solution including code, scripts, data pipelines, processes/procedures for integration of data lake and data warehouse solutions in an operative IT environment.

    Code Development – Ensures data engineering activities are aligned with scope, schedule, priority and business objectives. Oversees code development, unit and performance testing activities.

    Testing – Leads validation efforts by verifying the data at various middle stages that are being used between source and destination and assisting others in validating the solution performs as expected.

    operations engineering, performance, and risk management)
    Ensure compliance with applicable federal, state and local laws and regulations. Complete all required compliance training. Maintain knowledge of and adhere to Flagstar's internal compliance policies and procedures. Take responsibility to keep up to date with changing regulations and policies.

    Bachelor's in Computer Science, Mathematics or related field + 7 years of development experience preferred, or 10 years comparable work experience required.

    ~10 years of experience designing, developing, testing, and implementing Extract, Transform and Load (ELT/ETL) solutions using enterprise ELT/ETL.
    ~15 years of comparable work experience.
    ~10 years of experience developing and implementing data integration, data lake and data warehouse solutions in an on-premise and cloud environment.
    ~5 years of experience working with Business Intelligence tools (IBM Cognos is preferred), Power BI and Alteryx.
    ~7 years of experience working with API's, data as a service, data marketplace and data mesh.
    ~10 years of experience with various Software Development Life Cycle methods such as Agile, SCRUM, Waterfall, etc.
    ~3-year experience in 100+ TB data environment.
    ~ Proven experience developing and maintaining data pipelines and ETL jobs using IBM DataStage, Informatica, Matillion, FiveTran, Talend or Dbt.
    ~ Knowledge of AWS cloud services such as S3, EMR, Lambda, Glue, Sage Maker, Redshift & Athena and/or Snowflake.
    ~ Experienced in data modelling for self-service business intelligence, advanced analytics, and user application.
    ~ Experience with Data Science including AI/ML Engineering, ML framework/pipeline build and predictive/prescriptive analytics on Aws Sagemaker.
    ~ Experience with migrating, architecting, designing, building and implementing cloud data lake, data warehouses (cloud/on-prem), data mesh, data as a service, and cloud data marketplace.
    ~ Ability to communicate complex technical concepts by adjusting messaging to the audience: business partners, IT peers, external stakeholders, etc.
    ~ ability to demonstrate exceptional data engineering skills.
    ~ Ability to prioritize work by dividing time, attention and effort between current project workload and on-going day to day activities.
    ~ Proven ability to establish a high level of trust and confidence in both the business and IT communities.
    ~ Proven ability to manage to a project budget.
    ~ Experience applying agile practices to solution delivery.
    ~ Demonstrated ability to work with key stakeholders outside the project to understand requirements/resolve issues.
    ~ Experience with data model design, writing complex SQL queries, etc., and should have a good understanding of BI/DWH principles.
    ~ Expertise in Relational Database Management System, Data Mart and Data Warehouse design.
    ~ Expert-level SQL development skills in a multi-tier environment.
    ~ Expertise in flat file formats, XML within PL/SQL, and file format conversion.
    ~ Strong understanding of SDLC and Agile Methodologies.
    ~ Proven strength in interpreting customer business needs and translating them into application and operational requirements.
    ~ Strong problem-solving skills and analytic skills with proven strength in applying root cause analysis.


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