Staff Software Engineer, Machine Learning

🕒 April 1

🇺🇸 United States – Remote

💵 $180k - $225k / year

⏰ Full Time

🔴 Lead

🤖 Machine Learning Engineer

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ZipRecruiter

WebsiteLinkedInAll Job Openings

1001 - 5000 employees

Founded 2010

🎯 Recruiter

👥 HR Tech

🤝 B2B

💰 $550M Post-IPO Debt on 2022-01

Recruitment • HR Tech • B2B

ZipRecruiter is an online employment marketplace that connects job seekers with employers. It offers a platform where candidates can create profiles and search for jobs, while employers can create accounts to list job openings. The platform sends instant job alerts to potential candidates using powerful matching technology, ensuring convenience for job seekers and efficient recruitment for businesses. ZipRecruiter's services are utilized by small & medium businesses, enterprise businesses, and individual job seekers alike, aiming to streamline the job search and recruitment process.

📋 Description

• 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

🎯 Requirements

• 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. • 10+ year of professional software development experience with an expertise in machine learning (preferred) • BS/MS/PhD in Mathematics, Computer Science, Physics, related technical field or equivalent practical experience (preferred) • Expert knowledge of machine learning algorithms (e.g., linear regression, SVM, decision trees, neural networks, clustering, etc.) and best practices (preferred) • Profound knowledge of machine learning algorithms and frameworks, such as TensorFlow, PyTorch, or scikit-learn (preferred) • 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) (preferred) • 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 (preferred)

🏖️ Benefits

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