GENERAL PURPOSE OF JOB
Quad is currently seeking an Optimization Specialist to join our Data Science team based in Sussex, WI. The applicant should have expertise in prescriptive analytics, developing algorithms, heuristics and approximation methods to solve complex optimization problems. In this role you will work closely with business partners and our I.T department to solve the most complex analytical opportunities by developing solutions answering "what should we do" given a project's proposed requirements and available datasets.
You will contribute to all aspects of the SLDC from project scope, requirements, design, testing, deployment, and support.The ideal candidate will have a deep passion for data driven analytics, team building, collaboration and proven experience providing analytical insights to strategic decision makers at Quad.
This is challenging and rewarding work that offers outstanding long-term career opportunities. The position supports the Quad 3.0 vision, business, leadership, marketing, IT infrastructure and software development teams with insights gained from analyzing company data.
Responsibilities:
Project Management
- Partner with project stakeholders, cross functional IT teams and your Data Science team to determine project scope, requirements, functional and technical design and expected results.
- Work closely with Data Science Team to plan and execute deliverables according to the principals of Agile Software Development.
Algorithm & Software Development Process
- Design and implement models and algorithms prescriptive disciplines of data science and applied mathematics to support strategic business decisions and automated integration with business processes/system.
- Continuously monitor and improve existing models as business direction as corresponding data sets evolve.
- Write automated data collection routines: processing, transforming, and storing data in support of machine learning projects.
- Develop and automate continuous training models and required reporting.
- Security considerations are included within scope of all software solution design.
Data Analysis & Insight
- Analyze large data sets to determine patterns and support decision making within project design to produce actionable scope.
- Effectively present complex data concepts and recommended insights to non-technical stakeholder.
- Collaborate with business areas and IT Development Teams to integrate data science into business processes and viable solutions.
Operational Support
- Provide timely and accurate production support responsibilities within defined SLAs to business partners.
- Proactively engage with fellow team members, the I.T. Department and Business Stakeholders to monitor and strengthen the data science platform.
Qualifications:
Required Qualifications
- Bachelor's degree in Data Science, Math, Statistics, or related with an optimization concentration.
- 3-5 years experience in Data Science application development and application of principals to successful business solutions.
- Experience of neural network libraries such as Jax, PyTorch, etc.
- Working knowledge of big data technologies (Databricks, Spark)
- Experience with software tools such as: Python, Pandas, NumPy.
- Demonstrated understanding and application of linear and logistic regression, probability theory or SVM, and related properties of distributions and statistical tests.
- Demonstrated understanding and application of optimization algorithms across Gradient-Based, Second-Order and Evolutionary & Direct Search.
- Strong problem-solving and object-oriented development skills
- Excellent communication and technical writing skills.
- Desire and ambition jointly build and strengthen data science solutions as part of a collaborative and respectful team environment.
- Unrestricted Work Authorization in the US.
Preferred Qualifications
- Experience SQL and database management platforms.
- Experience developing and deploying software in Kubernetes.
- Experience in Azure DevOps Services and pipeline management.
- Experience in Azure Cloud Services or other cloud platforms.
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We offer excellent benefits to eligible employees, including 401(k), holidays, vacations and more.
Quad is proud to be an equal opportunity employer and values diversity. We are committed to creating a place of belonging - a space where employees do not need to sacrifice who they are to exist and grow in our workplace. Quad does not discriminate on any unlawful basis including race, religion, color, national origin, disability, gender, gender identity, sexual orientation, age, marital status, veteran status, genetic information, or any other basis prohibited by applicable federal, state, or local laws. Quad also prohibits harassment of applicants and employees based on any of these protected categories.
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