Machine Learning Engineer, REPS & Co.
$140-160k
Data analytics for live events
Job no longer available
Data analytics for live events
201-500 employees
Job no longer available
$140-160k
201-500 employees
Company mission
To connect more fans to more live events.
Role
Who you are
- Bachelor’s or Master’s degree in Computer Science, Engineering, Mathematics, or a related field
- Proven experience as a Machine Learning Engineer or similar role
- Proficiency in programming languages such as Python, R, or Java
- Strong understanding of data structures, algorithms, and statistical methods
- Experience with data preprocessing, feature engineering, and model evaluation
- Proficiency in managing data pipelines and using ETL tools (e.g., Alteryx, Talend, Informatica)
- Familiarity with cloud platforms (AWS, Google Cloud, Azure) and MLops tools
- Excellent problem-solving skills and attention to detail
- Strong communication and teamwork abilities
What the job involves
- Design, develop, and deploy machine learning models and algorithms
- Analyze and process large datasets to extract meaningful insights
- Manage and maintain data pipelines to ensure data quality and availability
- Utilize ETL tools for efficient data extraction, transformation, and loading
- Collaborate with data scientists, data engineers, and other stakeholders to integrate machine learning solutions into products
- Continuously improve and optimize existing models for better performance and scalability
- Conduct experiments to evaluate model performance and iterate based on findings
- Translate abstract data concepts into practical applications
- Document model development processes, methodologies, and performance metrics
- Implement and manage model deployment in production environments
- Monitor and troubleshoot model performance in real time production systems
- Develop and maintain machine learning infrastructure, including cloud based solutions
- Collaborate with software engineers to embed machine learning models into applications
- Participate in cross functional team meetings to align on project goals and deliverables
- Contribute to the development of reusable code libraries and frameworks
- Ensure reproducibility of experiments and models
- Evaluate and integrate third party machine learning tools and libraries
- Stay updated with the latest advancements in machine learning and artificial intelligence
Our take
Predicting the demand and price of live events has long been an issue that has perplexed organisers. Numerous factors influence both, creating a complex puzzle. As a result, the industry often struggles to offer a seamless and efficient experience.
REPS & Co. is a data company tackling this longstanding issue. By better understanding the economics of events, it is then able to create a more dynamic and responsive ecosystem for consumers.
The live industry is large and continuing to grow. Tackling a widespread problem, US-based REPS & Co. have considerable opportunity to make an impact in the space.
Kirsty
Company Specialist at Welcome to the Jungle
Insights
Company
Company benefits
- Remote Work: Work from anywhere with our fully remote team
- Work-Life Balance: We believe that happy employees are productive employees. Spend quality time with your loved ones and recharge your battery
- Dynamic Environment: Our team is fast-paced, innovative, and constantly growing. Ideas and collaboration are encouraged
- Growth Opportunities: We offer the opportunity to grow and take on new challenges and projects
- Amazing Culture: Our amazing culture is one of our biggest assets. We celebrate diversity, creativity, and innovation and have an inclusive and fun work environment
- Technological Environment: Join us and work with the latest technology and expand your skillset as we continue to innovate and grow
Company HQ
Bay Ho, San Diego, CA
Leadership
Ryan Pancheri
(Co-Founder & CEO)Graduated from the University of San Diego with a Bachelor's Degree in Business Finance. While at University they developed REPS Investments, where they still serve as the CEO today.
Erik Pancheri
(Co-Founder)Co-founded REPS Investments alongside Ryan in 2015. They now also serve as the Principal at ECP Capital Group.
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