Staff Software Engineer, Machine Learning
ZipRecruiter12 months ago
Base Salary
$180k - $225k/yr
Responsibilities
- Design, develop, and maintain advanced machine learning models and algorithms for complex business problems
- Lead complex machine learning projects that solve business challenges and provide value across ZipRecruiter
- Design the architecture and infrastructure for scalable, efficient, and robust machine learning systems
- Identify innovative applications of AI and machine learning to drive business value
- Provide leadership and establish best practices for Machine Learning Engineers
- Monitor developments in machine learning and AI and drive adoption of appropriate techniques and technologies
Requirements
- At least 7 years of professional software development experience with a deep focus in machine learning
- Comprehensive knowledge of machine learning algorithms, techniques, and best practices
- Extensive experience with machine learning model design, data pipeline design, experimentation and validation design, system design, and/or architecture design
- Preferred: 10 or more years of professional software development experience with machine learning expertise
- Preferred: BS, MS, or PhD in Mathematics, Computer Science, Physics, or a related technical field, or equivalent practical experience
- Expert knowledge of machine learning algorithms and best practices
- Profound knowledge of machine learning frameworks such as TensorFlow, PyTorch, or scikit-learn
- Extensive background in deep learning architectures and techniques, including CNNs, RNNs, LSTMs, and GANs
- Deep knowledge of NLP techniques and tools, including tokenization, stemming, lemmatization, sentiment analysis, and named entity recognition, and libraries such as NLTK, SpaCy, or BERT
Benefits
- Hybrid work environment with most US-based positions eligible for remote work
- Competitive compensation
- Exceptional benefits package
- Flexible vacation and paid time off
- Employer-matched 401(k) plan
Tech Stack
Categories
About ZipRecruiter
ZipRecruiter builds an online employment marketplace used by businesses to advertise jobs and by job seekers to find and apply, powered by AI-based matching. The company sells recruiting and job advertising tools to employers through subscriptions and performance-based options, with free tools for candidates. Founded in 2010 and headquartered in Santa Monica, California, ZipRecruiter is a public company listed on the NYSE (ticker: ZIP).