nVenue, Inc Senior Machine Learning Engineer Houston, TX · Remote · Full time

Apply for Senior Machine Learning Engineer

Responsibilities

• Design machine learning systems
• Research and implement appropriate ML algorithms and tools
• Develop machine learning applications according to requirements
• Select appropriate datasets and data representation methods
• Run machine learning tests and experiments
• Perform statistical analysis and fine-tuning using test results
• Train and retrain systems when necessary
• Extend existing ML libraries and frameworks
• Build and maintain data pipelines that are used for creation of models to predict sports outcomes for media and betting
• Augment and maintain internal framework for full ML lifecycle - data transformation, model creation, prediction and regression
• Perform accuracy and efficacy tests in order to evaluate and communicate the state of predictive results
• Study, test and implement appropriate ML or statistical analysis for different types of data and predictions
• Identify new solutions for speed and data optimizations in all areas of the ML lifecycle
• Work with product owners to help identify ML opportunities for new and existing products
• Utilize the best practices for coe development and lifecycle management
• Participate in daily stand-ups at 9:00 am Central, Monday - Friday
• Participate in code reviews
• Be available for the occasional on-call duty

Requirements:

• 3-5 years consistent experience as a Machine Learning Engineer, with strong ability to code in Python, including machine learning packages such as sklearn and pytorch required
• Understanding of data structures, data modeling and software architecture required
• Deep knowledge of math, probability, statistics and algorithms required
• Experience with Ruby on Rails and popular "Active" gems required
• Experience with React Native for some light front end work required
• Authorized to work in the U.S. required
• Excellent communication skills required
• Ability to work in a team and work independently as needed required
• Outstanding analytical and problem-solving skills required
• BS in Computer Science, Data Science, Mathematics or similar field is required; Master’s degree is a plus
• Exposure to REST APIs preferred desired
• Exposure to cloud architecture preferred
• Based in Houston, TX, a plus

Benefits:

• Health Care Plan (Medical, Dental & Vision)
• Life Insurance (Basic, Voluntary & AD&D)
• Paid Time Off (Vacation, Sick & Public Holidays)
• Family Leave (Maternity, Paternity)
• Training & Development
• Work From Home
• Fitness & Wellness Stipend
• Stock Options