Senior Software Engineer, ZipRecruiter
Machine Learning
$140-200k
Online employment marketplace
Be an early applicant
Online employment marketplace
1001+ employees
Be an early applicant
$140-200k
1001+ employees
Company mission
To help people find meaningful employment
Role
Who you are
- 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
Desirable
- 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 (e.g., linear regression, SVM, decision trees, neural networks, clustering, etc.) 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
What the job involves
- Here, your experience will be put to work crafting new, data-driven features that impact the lives of millions, connecting them to their dream jobs
- We're tackling exciting challenges: imagine developing a system that can predict salaries for new job postings, using a training set of job postings and known salaries
- But the fun doesn't stop at model-building
- Our work involves an immersive dive into data - gathering, cleaning, analyzing, and extracting meaningful insights
- This role will 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
Our take
Founded in 2012, ZipRecruiter has grown from a tool to help small businesses distribute job postings affordably to an employment marketplace used by millions of people.
Users can search for jobs on the site or app, as well as sign up for job alerts. Job alerts are tailored to the information that job seekers provide, reducing the spam that other services can generate.
Lately, ZipRecruiter has been working to enhance the experience for job seekers and hirers on its platform. For example, it partnered with iCIMS to make its recruitment process faster and simpler. The company also acquired UK-based job comparison site Breakroom, with intentions to launch its service in the US.
Freddie
Company Specialist at Welcome to the Jungle
Insights
Company
Company HQ
Downtown, Santa Monica, CA
Leadership
Ian Siegel
(CEO)Previously CPO at MyLife.com, VP of Product and Technology at Pictage.com and VP of Web Development at Rent.com and Stamps.com.
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