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Compeer Financial · 2 months ago

Sr Data Analytics Engineer HR

Mankato, MN

Full-time

Hybrid

Mid, Senior Level

$92K/yr - $124K/yr

7+ years exp

Compeer Financial is a member-owned cooperative focused on providing financial services to agriculture and rural communities. The Senior Data Analytics Engineer will be responsible for building analytics tools and operationalizing machine learning models to deliver actionable insights for decision making.

FinanceFinancial ServicesRentalRisk Management

Work & Life Balance

No H1B

Responsibilities

Develops data models, data pipelines and streamlines the deployment of models into production environments that could include machine learning

Supports the design and implementation of Power BI (PBI) dashboards and semantic models, enabling intuitive visualization of advanced analytics

Builds and maintains pipelines for data analytics projects that include machine learning, enabling seamless integration and delivery of model updates

Monitors the performance and accuracy of projects in production and performs regular maintenance to ensure they continue to meet business needs

Works closely with quantitative analysts to understand their models' requirements and provides the necessary infrastructure and tooling for model/data analysis training and experimentation

Optimizes performance of SQL queries, predictive models and data pipelines across both on-prem and cloud environments for speed, efficiency and cost-effectiveness

Designs, builds, deploys and maintains data integration pipelines in MS Azure and/or SQL Server Integration Service

Documents data engineering workflows, predictive analytics integration patterns, advanced Power BI development standards and MLOps processes to support transparency, reproducibility and efficient onboarding

Identifies, designs and implements internal process improvements, automates manual processes, optimizes data delivery, etc

Participates with cross-functional Data and Business Technology teams to formulate best practices

Stays up-to-date with the latest analytics and predictive analytics tools, technologies and best practices to continuously improve the machine learning operations pipeline

Facilitates meetings with Data, Project Delivery and/or business unit team members

Provides information and training to other team members. Serves as a resource for questions and problem resolution

Qualification

Machine LearningPower BISQL ServerPythonCloud PlatformsData EngineeringData ModelingAnalytical SkillsTroubleshooting SkillsCommunication Skills

Required

Bachelor's degree in math, computer science, management information systems, or related field or an equivalent combination of education and experience sufficient to perform the essential functions of the job

Minimum of 7 years of experience with various MS SQL environments (2008, 2012, 2014, 2017, 2019), designing and implementing objects using SQL Server Data Tools

SQL Server and/or other Microsoft technologies, preferred

Advanced knowledge of Python, R, and/or Java, with an emphasis on Python due to its extensive use in machine learning and data science

Advanced experience with machine learning frameworks (e.g., PyTorch) and algorithms, as well as the ability to understand and interpret models created by data scientists

Advanced experience in Power BI, including DAX development, data modeling, Power Query (M), and building enterprise-grade dashboards and reports

Advanced experience with cloud platforms such as AWS or Azure, including services related to machine learning, computation, storage, and orchestration

Advanced knowledge of container management systems to deploy and manage machine learning models at scale

Ability to work with big data technologies and databases (SQL), as well as to preprocess and handle large datasets

Advanced communication skills to work effectively with cross-functional teams, including data scientists (quantitative analysts) and business stakeholders

Strong analytical and troubleshooting skills to resolve deployment issues and optimize model performance

Valid Driver's License