Machine Learning Engineer, Forge

• 3+ years of building machine learning models for business application experience
• PhD/Master's degree in appropriate discipline
• Experience programming in Python
• Experience with neural deep learning methods and machine learning
• Experience with modeling tools such as scikit-learn, Tensorflow, numpy, pandas, scipy etc

Desirable

• We are seeking a talented and passionate Machine Learning Engineer to join our scalable machine learning and AI engineering team
• As a Machine Learning Engineer, you will design, build, and deploy scalable and efficient machine learning systems to solve complex problems
• Collaborate with data scientists, product management, data engineers, and software engineers to understand requirements and translate them into scalable machine-learning solutions
• Develop data preprocessing pipelines, including data cleaning, feature extraction, and transformation, to ensure data quality and suitability for machine learning models
• Design and implement machine learning algorithms, models, and architectures to address specific business needs
• Train, validate, and optimize models using large datasets, ensuring high performance and generalization
• Collaborate with software engineers to integrate machine learning models into production systems, ensuring scalability, reliability, and efficiency
• Conduct experiments and perform A/B testing to evaluate model performance and iteratively improve the algorithms
• Monitor and maintain deployed models, addressing any issues related to model drift, bias, or performance degradation
• Stay updated on emerging trends and advancements in machine learning, AI, and related technologies, and apply them to enhance existing systems
• Collaborate with cross-functional teams and communicate effectively to align technical solutions with business goals