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Data Scientist - HYBRID
Ace Hardware
2024-11-08 02:42:41
Oak Brook, Illinois, United States
Job type: fulltime
Job industry: I.T. & Communications
Job description
About This Role
The Data Scientist will help Ace Hardware deliver on its customer marketing strategy by unleashing the power of consumer data used in advanced analytics methods. This role is critical to the organization with a primary focus on using advanced machine learning methods to propel the Ace Rewards segmentation and targeting strategy forward. This position is responsible for providing predictive and prescriptive analytics to drive 1-1 personalization of the Rewards program and communication strategy.
What You'll Do
- Responsible for utilizing essential machine learning concepts to develop/modify models for predictive and descriptive purposes
- Collaborate with business stakeholders in developing efficient data pipelines using SQL and Python to deliver analysis and create datasets for ML training and deployment
- Explore areas of innovation and bring forward changes that can result in net efficiencies
- Manage your own workload, keep projects tasks on time and keep Data Science lead and business stakeholders up to date on project statuses
- Works on projects that are moderately complex to high concept and non-routine but can also jump in to support peers and help move along production jobs
- Keep informed on latest ML and AI applications and share insights with team on a routine basis
Who You Are
You love machine learning and are passionate about using data to drive key business decisions. You love learning new technological skills and working through collaboration.
Required Skills
- Bachelor's or Master's Degree in Business, Economics, Computer Science, Data Science, Mathematics, Statistics, or another field with a quantitative component
- Minimum of 2 years of experience using predictive analytics to help guide strategic decision-making in a business context, preferably with CRM-driven industries such as retail, entertainment, hospitality, etc.
- A solid understanding and hands-on experience applying essential machine learning concepts to provide effective business solutions and drive insights.
- Experience with predictive tree-based modeling techniques such as Decision Trees, Random Forest, LightGBM, XgBoost. Incremental modeling & forecasting experience is a bonus.
- Experienced in developing and deploying end-to-end ML based solutions using Python/R
- Experienced in using SQL for daily ETL tasks and building sound data pipelines.
- Experience or familiarity with technologies such as Databricks, Apache Airflow, H2Oai, Azure AutoML.
- Proven track record of being able to seamlessly go from raw data through complex modelling techniques to a final output that is insightful, valuable, tightly packaged and easily digestible required.
- Ability to manage several projects simultaneously and prioritize appropriately, working within tight deadlines.
Compensation Details:
$86700 - $108000 Per Year
Why should you join our team?
We live our values - W.E.L.I.G.H.T (Winning, Excellence, Love, Integrity, Gratitude, Humility, and Teamwork). Gratitude. Humility. Love. You don't often see values like these in most corporate statements, but Ace is different. These things are important to us. They represent our commitment to the company, our employees, to Ace retailers and to the Ace brand.
In addition to providing our employees a great culture, Ace also offers competitive benefits that address life's necessities and perks, many of which expand and improve year after year, including:
- Incentive opportunities, based on role/grade level (rapid company growth over the past 5 years resulted in incentives being paid out at an average of 122% of your target opportunity!)
- Generous 401(k) retirement savings plan with a fully vested matching contribution the first year in addition to quarterly contributions and annual discretionary contribution (once eligibility requirements have been met). Over the past 5 years, company contributions (matching, quarterly & discretionary) for fully eligible employees have averaged 9.6% of total eligible compensation
- Comprehensive health coverage (medical, dental, vision and disability - up to 26 weeks short-term disability and long-term disability ) & life insurance benefits for you and your dependents
- 21 days of vacation immediately available (prorated in the first year) and up to 6 paid holidays depending on the month of hire
- Company Car, phone and fuel card are provided for field-based positions
- Your career at Ace is more than just a job. It's a chance to be part of something meaningful. We help locally-owned businesses thrive and make an impact in their communities - and we support our employees in doing the same by offering an annual Ace Cares Week, 20 hours off work per year to volunteer at an organization of your choice, opportunities to help Children's Miracle Network Hospitals and the Ace Helpful Fund through the Ace Foundation
- Ace invests in every employee we hire, with a key focus on development and coaching. We offer on-site classes, facilitator-led courses, and a generous tuition assistance program, plus a performance management approach that goes beyond the typical annual review
- We know the work environment matters. That's why Ace holds frequent campus events like Employee Appreciation Week, vendor demos, cookouts, and merchandise sales
- We bring them to you! Services such as mobile spas, auto maintenance, car wash and detailing, dry cleaning, dentists, eye doctors, flu shots, recycling and more!
- Employee discounts on Ace merchandise (including top brands like Weber, Traeger, Yeti, Craftsman, DeWalt and more), travel, fitness, computers and thousands more
- Birth/Adoption bonding paid time off
- Adoption cost reimbursement
- Employee Assistance Program (EAP) - access to free visits to therapists and lawyers, guidance on financial matters, elder and childcare, and assistance with tickets to entertainment events
- Identity theft protection
Benefits are provided in compliance with applicable policies.
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We want to hear from you!
When most people think of career opportunities with Ace Hardware, they often think of the helpful cashiers and sales associates at their local store. However, have you also considered the people behind the scenes who select, promote, ship and process the invoices for more than 75,000 products? Maybe you haven't, but we'd like you to. Because together we help our customers take care of their homes. Come find out why a career with the Ace Hardware Corporation is one of America's best kept secrets.
Equal Opportunity Employer
Ace Hardware Corporation is committed to a policy of promoting equal employment opportunities. The company recognizes the importance of diversity and leveraging the skills and talents of all people to the mutual advantage of each individual and the organization. The company is committed to the prevention of employment discrimination related to race, religion, color, sex (including sexual harassment), gender identity, national origin, age, marital status, disability and military or veteran status, sexual orientation or any other action covered by federal or applicable state/local laws.
Disclaimer
The pay range for this position starts as listed in the job posting, but could be higher based on education and experience. Please note, compensation decisions are dependent on the facts and circumstances of each opening. We take into consideration the minimum requirements outlined in the job description, such as an individual's education, training and experience, the position's work location, required travel (if any), and external market conditions when determining the final salary for potential new hires.
Be aware that salary estimates published via alternate online job boards may not be a true representation of the actual pay range offered for this position. Please refer to the Ace position description for the accurate starting pay range information and feel free to discuss this with a Talent Acquisition professional if you are chosen to move forward with an interview.
This written "Position Description" is not intended to cover all aspects of the position listed. It is meant to cover the basic/general essential job functions of a particular position. Ace Hardware Corporation reserves the right to change job duties, including essential job functions, according to business necessity.
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