Job Responsibilities:
Design, build, and maintain machine learning models and data pipelines to drive business insights and decisions.
Collaborate with data scientists, analysts, and product teams to gather requirements and develop innovative solutions.
Develop, test, and deploy production-ready machine learning models in Ruby-based environments.
Integrate machine learning models into web applications and systems using Ruby on Rails or similar Ruby frameworks.
Optimize models and algorithms to improve their performance, scalability, and efficiency.
Write clean, efficient, and reusable Ruby code for machine learning applications.
Required Qualifications:
Proven experience in machine learning, including model development, optimization, and deployment.
Strong proficiency in Ruby and experience with frameworks such as Ruby on Rails.
Familiarity with machine learning libraries and frameworks like TensorFlow, PyTorch, Scikit-learn, or similar.
Experience with data preprocessing, feature engineering, and model evaluation.
Understanding of cloud platforms (e.g., AWS, Google Cloud, Azure) for deploying machine learning models.
Knowledge of databases and data storage systems (SQL, NoSQL, etc.).
Experience with version control tools (e.g., Git).
Solid understanding of algorithms, data structures, and software engineering best practices.
Ability to work in a collaborative and fast-paced environment.
Excellent communication and problem-solving skills.
Equal Opportunity Employer
We are an equal opportunity employer. All aspects of employment including the decision to hire, promote, discipline, or discharge, will be based on merit, competence, performance, and business needs. We do not discriminate on the basis of race, color, religion, marital status, age, national origin, ancestry, physical or mental disability, medical condition, pregnancy, genetic information, gender, sexual orientation, gender identity or expression, national origin, citizenship/ immigration status, veteran status, or any other status protected under federal, state, or local law.