Staff Software Engineer, Machine Learning
We offer a hybrid work environment. Most US-based positions can
also be performed
remotely (any exceptions will be noted in the Minimum Qualifications below.)
Our Mission:
To actively connect people to their next great
opportunity.
Who We Are:
ZipRecruiter is a
leading online employment marketplace. Powered by AI-driven smart matching technology, the company actively connects millions of
all-sized businesses and job seekers through innovative mobile, web, and email services, as well as through partnerships with the
best job boards on the web. ZipRecruiter has the #1 rated job search app on iOS & Android.
Summary:
With data such as a billion+ historical job postings, tens
of millions of active job seekers interacting with our system, and hundreds of billions of impression and click events, there are
incredible opportunities to use your skills to build new data-driven features. Working at ZipRecruiter, you will be helping
literally millions of people find their dream job. We’re working on problems like: given a training set of job postings, and known
salaries, build a system that predicts salary for novel jobs.Of course, you know that while building models is fun, it's also just
one step in the process; gathering training data, cleansing it, digging into it, extracting features from it, etc, is a huge part
of the job
Key Focuses:
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
Minimum Qualifications: 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 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
As part of our team you’ll enjoy:
Competitive compensation
Exceptional benefits package
Flexible Vacation & Paid Time Off
Employer-matched 401(k) plan
#LI-Remote
The US base salary range for this full-time position is $180,000-$225,000. Our salary ranges are
determined by role, level, and location, and the range displayed on each job posting reflects the minimum and maximum target for
new hire salaries for the position across all US locations. Within the range, individual pay is determined by work location,
role-related knowledge and skills, depth of experience, relevant education or training, and additional role-related
considerations.
Depending on the position offered, equity, bonuses, commission, or
other forms of compensation may also be provided as part of a total compensation package, in addition to a full range of medical,
financial, and other benefits.
ZipRecruiter is proud
to be an equal opportunity employer and provides equal employment opportunities (EEO) to all employees and applicants without
regard to race, color, religion, sex, national origin, age, disability, veteran status, sexual orientation, gender identity or
genetics.
Privacy Notice: For information about ZipRecruiter's
collection and processing of job applicant personal data for this job, please see our Privacy Notice at: https://www.ziprecruiter.com/careers/job-applicant-privacy-notice