Senior Machine Learning Engineer
What You'll Do
- Design and execute multi-disciplinary data science and machine learning solutions effectively and efficiently.
- Design, develop, and maintain large-scale machine learning algorithms, data pipelines, and backend services to connect users with content and experiences they’ll love.
- Further the data science team’s technical capabilities by bringing novel methods from the field into RV through research, software development, and teaching others.
- Drive the development of junior team members through mentorship and coaching.
- Help create and promote an inclusive environment where team members feel comfortable and empowered.
What We Are Looking For
- 6+ yrs of professional experience in a data science role with an MS or PhD in STEM with a focus in ML, statistical modeling, or optimization.
- Our core problems to solve are:
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- Website Personalization - using contextual multi-armed bandits and other reinforcement learning approaches.
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- SEO optimization - using natural language processing and generation, deep learning, and explainable supervised learning.
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- Marketplace Optimization - using forecasting, multi-level modelling, linear programming, and other constraint-based optimization approaches.
Candidates with specific expertise in any of these areas will be highly preferred.
- Ability to own key deliverables and use problem solving to deliver projects on time and iterate when justified by potential, incremental value.
- Proficiency in one or multiple literate statistical programming languages like R, Python, or Scala. Our machine learning team primarily builds production algorithms in python, but we are open to candidates with different backgrounds.
- Experience leveraging technical expertise to identify the feasibility of potential machine learning projects, ensuring the team is delivering value on feasible projects.
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Who We Are
Founded in 2000, Red Ventures is a portfolio of growing digital businesses that bring consumers and brands together through integrated e-commerce, strategic partnerships and many proprietary brands including Bankrate, AllConnect.com and Reviews.com. Headquartered south of Charlotte, NC, Red Ventures has over 3000 employees in offices across the US, as well as London and Sao Paulo. For more information, visit www.redventures.com.
We offer competitive salaries and a comprehensive benefits program for full-time employees, including medical, dental and vision coverage, paid time off, life insurance, disability coverage, employee assistance program, 401(k) plan and a paid parental leave program.
Red Ventures is an equal opportunity employer that does not discriminate against any employee or applicant because of race, creed, color, religion, gender, sexual orientation, gender identity/expression, national origin, disability, age, genetic information, veteran status, marital status, pregnancy or any other basis protected by law. Employment at Red Ventures is based solely on a person’s merit and qualifications.
We are committed to providing equal employment opportunities to qualified individuals with disabilities. This includes providing reasonable accommodation where appropriate. Should you require a reasonable accommodation to apply or participate in the job application or interview process, please contact accommodation@redventures.com.