This job was posted by https://illinoisjoblink.illinois.gov : For more
information, please see:
https://illinoisjoblink.illinois.gov/jobs/11825782 Compeer Financial is
seeking collaborative, innovative and dynamic professionals to be a part
of our Top Workplace culture!
Tell me more about this opportunity.
Position Overview:
This position is responsible for building analytics tools that utilize
the data pipeline to provide actionable insights for decision making.
The incumbent operationalizes and maintains machine learning models
developed by data scientists/quantitative analysts within the
organization to ensure that the machine learning models or data
analytics work product developed by data scientists are efficiently
transitioned into robust, scalable, and maintainable production systems.
Essential Functions:
- Develops data models, data pipelines and streamlines the deployment
of models into production environments that could include machine
learning.
- 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 the performance of data queries and machine learning
models and the underlying infrastructure for speed, efficiency, and
cost-effectiveness.
Minimum Qualifications & Required Knowledge, Skills and Abilities:
- 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 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.
Who is Compeer Financial?
Compeer Financial exists to champion the hopes and dreams of rural
America. By joining our team, you will help empower those in agriculture
and rural communities to achieve their goals and expand their
possibilities. We embrace business agility and innovative approaches to
serving our clients and communities.
Why join our team?
- Amazing team members who are passionate about serving agriculture
and rural America.
- Investment in our team members\' education, growth and development.
- Engagement in our communities through giving back and volunteerism.
- Flexible, collaborative and dynamic work environment.
- Great ben fits:
- Medical, Dental, Vision insurance
- 401K (3% Compeer contribution & up to an additional 6% match)
- Paid time off (vacation, sick leave, holidays, volunteer time)
Find out why our team members choose Compeer Financial by watching this
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How do I apply?
Qualified candidates, please apply online at
www.compeer.com/careers{target="_blank"}.
Compeer Financial is an equal opportunity employer and all qualified
applicants will receive consideration for employment without regard to
race, color, religion, sex, national origin, disability status,
protected veteran status, or any other characteristic protected by law.