48 applicantsPosted by Agency

Company

Original Job Post

ZipRecruiter · 1 week ago

Staff Software Engineer, Machine Learning

United States

Full-time

Remote

Senior Level

$180K/yr - $225K/yr

7+ years exp

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Comp. & Benefits

Insider Connection @ZipRecruiter

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Responsibilities

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

Qualification

Find out how your skills align with this job's requirements. If anything seems off, you can easily click on the tags to select or unselect skills to reflect your actual expertise.

Machine LearningSoftware DevelopmentAlgorithmsData Pipeline DesignValidation DesignSystem DesignArchitecture DesignTensorFlowPyTorchScikit-learnDeep LearningCNNsRNNsLSTMGANsNLPTokenizationStemmingLemmatizationSentiment AnalysisNamed Entity RecognitionNLTKSpaCyBERT

Required

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.

Preferred

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

Benefits

Competitive compensation

Exceptional benefits package

Flexible Vacation & Paid Time Off

Employer-matched 401(k) plan

Company

ZipRecruiter

Glassdoor

3.8

ZipRecruiter is an online employment marketplace, connecting millions of employers and job seekers through mobile and email services.

Founded in 2010

Santa Monica, California, USA

1,001-5,000 employees

http://www.ziprecruiter.com

H1B Sponsorship

ZipRecruiter has a track record of offering H1B sponsorships. Please note that this does not guarantee sponsorship for this specific role. Below presents additional info for your reference. (Data Powered by US Department of Labor)

Distribution of Different Job Fields Receiving Sponsorship

Trends of Total Sponsorships

2023 (11)

2022 (18)

2021 (16)

2020 (4)