ZipRecruiter is hiring a
Senior Software Engineer, Remote - United States

Summary

The job at ZipRecruiter is for a Machine Learning Engineer in a hybrid or remote work environment. The role involves designing, developing, and maintaining machine learning models to solve complex business problems, identifying patterns in data, assessing model performance, and discovering opportunities to optimize models. The position offers competitive compensation, exceptional benefits package, flexible vacation, employer-matched 401(k) plan.

Requirements

• 3+ year of professional software development experience with a focus in machine learning
• Deep experience in machine learning algorithms, techniques, and best practices
• Comprehensive computer science fundamentals in coding, object-oriented programming, data structures, and algorithms

Responsibilities

• Design, develop, and maintain machine learning models and algorithms to solve complex business problems
• Identify patterns, trends, and anomalies in the data, and visualize insights using appropriate tools
• Assess the performance of machine learning models using appropriate metrics, validation techniques, and testing datasets
• Discover opportunities to optimize models by fine-tuning hyperparameters, feature selection, or employing regularization techniques to improve accuracy, performance, and scalability

Preferred Qualifications

• 5+ year of professional software development experience with a focus in machine learning
• BS/MS/PhD in Mathematics, Computer Science, Physics, related technical field or equivalent practical experience
• Strong knowledge of machine learning algorithms and best practices
• Experience with machine learning algorithms and frameworks, such as TensorFlow, PyTorch, or scikit-learn
• Experience with deep learning architectures and techniques, such as Convolutional Neural Networks (CNNs), Recurrent Neural Networks (RNNs), Long Short-Term Memory (LSTM), and Generative Adversarial Networks (GANs)
• Background with NLP techniques and tools, such as tokenization, stemming, lemmatization, sentiment analysis, and named entity recognition, and libraries like NLTK, SpaCy, or BERT

Benefits

• Competitive compensation
• Exceptional benefits package
• Flexible Vacation & Paid Time Off
• Employer-matched 401(k) plan