Staff Software Engineer
Machine Learning
Confirmed live in the last 24 hours
Online employment marketplace
Company Overview
ZipRecruiter’s mission is to actively connect people to their next great opportunity with their online job marketplace that connects millions of employers and job seekers. The company utilizes sophisticated AI-matching technology to analyze billions of user interactions to further improve their job search experience and also help businesses find the right candidates.
AI & Machine Learning
Company Stage
IPO
Total Funding
$769M
Founded
2010
Headquarters
Santa Monica, California
Growth & Insights
Headcount
6 month growth
↓ -4%1 year growth
↓ -7%2 year growth
↑ 15%Locations
Palo Alto, CA, USA
Experience Level
Entry
Junior
Mid
Senior
Expert
Desired Skills
Data Structures & Algorithms
Python NLTK
Pytorch
Tensorflow
Natural Language Processing (NLP)
CategoriesNew
AI & Machine Learning
Software Engineering
Requirements
- Design, develop, and maintain advanced machine learning models and algorithms to solve complex business problems
- Lead complex machine learning projects that solve business challenges and add value to the broader ZipRecruiter Business
- Design the overall architecture and infrastructure for machine learning systems, ensuring scalability, efficiency, and robustness
- Push the boundaries of what's possible in machine learning in your organization, finding new and innovative ways to use AI to drive business value
- Provide leadership and set tone for Machine Learning Engineers at ZipRecruiter leveraging industry best practices and innovation
- Stay up-to-date with the latest developments in machine learning and AI, and drive adoption of new techniques and technologies as appropriate
- 7+ year of professional software development experience with a deep focus in machine learning
- Comprehensive knowledge and experience of machine learning algorithms, techniques, and best practices
- Extensive experience in machine learning model design, data pipeline design, experimentation and validation design, system design, and/or architecture design
Desired Qualifications
- 10+ year of professional software development experience with an expertise in machine learning
- BS/MS/PhD in Mathematics, Computer Science, Physics, related technical field or equivalent practical experience
- Expert knowledge of machine learning algorithms (e.g., linear regression, SVM, decision trees, neural networks, clustering, etc.) and best practices
- Profound knowledge of machine learning algorithms and frameworks, such as TensorFlow, PyTorch, or scikit-learn
- Extensive background of 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)
- Deeply versed in NLP techniques and tools, such as tokenization, stemming, lemmatization, sentiment analysis, and named entity recognition, and libraries like NLTK, SpaCy, or BERT