Machine Learning Engineer

OPTX Solutions · Las Vegas, NV

Company

OPTX Solutions

Location

Las Vegas, NV

Type

Full Time

Job Description

Location:Las Vegas/ Remote in US This role will work with the Data Science team and other stakeholders to plan and execute data-driven projects and processes. You will be designing end-to-end machine learning mechanisms and pipelines using scalable technology. You will be working in a fast-pace fail-fast environment. Responsibilities: β€’ The Machine Learning Engineer position will develop web-based products and new APIs to utilize and implement machine learning models β€’ Primary effort will be to incorporate data science models with OPTX product teams and build internal web-based consumption tool β€’ Develop infrastructure and β€œpipelines” for handling data, applying generalization and abstraction layers to enhance efficiency and sustainability of data architecture β€’ Design automated monitoring, redundancies, and robust architecture to minimize data and modeling interruptions β€’ Working with distributed clusters / parallelized processing β€’ Collaborate with product teams to align with product road maps and ensure API feeds are always working β€’ Collaborates with stakeholders to design tests and validate/measure results. β€’ Performs other job-related duties as requested. Requirements: β€’ MS or PhD in quantitative field, preferred computer science β€’ Demonstrated experience in developing data science solutions β€’ Previous experience working in a cloud environment β€’ Real time data (ie Spark, Kafka) experience preferred β€’ Client and server-side scripting (ie HTML, Javascript, PHP, Python Flask) experience required β€’ Relational Database (SQL) experience required β€’ Must possess very strong interpersonal, communication and consensus building skills; willing to work on developing and managing key relationships across the organization β€’ Must be able to work in a deadline-oriented environment, ensuring decisions and management communication is occurring in a timely fashion β€’ Ability to uphold and demonstrate the highest level of integrity in all situations and recognize standards required by a regulated business Bonus Points For β€’ 4+ years of experience with R / Python / bash β€’ Previous experience creating machine learning applications, data-processing pipelines, monitoring results / iterating after launch. β€’ Previous experience with supporting cloud-based ML pipeline/operationalization. β€’ Previous experience in the gaming/casino industry β€’ Relevant experience can range from working on a wide variety of optimization, and classification problems, e.g. segmentation, propensity modeling, text/sentiment classification, LTV prediction, collaborative filtering/recommendation, or anomaly detection
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Date Posted

11/23/2024

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