Machine Learning Engineer
Redwood City, CA
Applications have closed
Epic Creations Inc.
Get Epic to explore 40K+ kids' books online, from classic storybooks to audiobooks, comics & more.About us
Designed for unlimited discovery and unmatched safety, Epic is the leading digital library for kids. With tens of thousands of high-quality books, audiobooks, and videos from the world’s best publishers, every year millions of kids read, learn and explore on Epic.
To learn more about our vision to unlock the potential of every child, visit us at www.getepic.com.
About the job
We are looking for a Senior Machine Learning Engineer that will become a key team player on the ML engineering team that delivers ML and data driven algorithms to production. You will be working with data scientists in developing micro-services for bleeding edge AI and ML algorithms using a variety of data sources (user-content interaction, natural language content, etc.) for recommendations, search, and other product features. You will be part of the core engineering team whose contributions will help nurture the love of reading in several million kids worldwide.
What you will be doing
- Develop ML micro-services and their deployment pipelines for production recommendation and search algorithms
- Develop custom inference code, where applicable, for ML algorithms developed by data scientist to run in production
- Integrate ML micro-services with the core application backend serving recommendations and search
What you should have
- Master's degree in science or engineering + 1 year relevant experience; or Bachelor's degree in science or engineering + 3 years relevant experience; or 4 years of relevant experience
- Good ML fundamentals (you should be able to articulate at least one classical ML algorithm, e.g., logistic regression, decision trees, random forests, SVMs, etc. and one deep learning algorithm well)
- Strong programming experience in Python
- Experience with programming frameworks like Tensorflow, Keras, PyTorch, and Scikit-learn
- Experience building scalable model training and and micro-service deployment pipelines using technologies like Docker and Kubernetes
Nice to have
- Experience with SQL and working on integrating ML services into public facing backends
Benefits
- Full medical, dental and vision coverage
- 401(k) plan
- Take as you need vacation
- Home office stipend
- Lifestyle allowance
- In office perks (virtual for now)
- Unlimited access to our product!
Tags: Deep Learning Docker Engineering Keras Kubernetes Machine Learning Model training Pipelines Python PyTorch Scikit-learn SQL TensorFlow
Perks/benefits: Career development Health care Home office stipend Unlimited paid time off
More jobs like this
Explore more AI, ML, Data Science career opportunities
Find even more open roles in Artificial Intelligence (AI), Machine Learning (ML), Natural Language Processing (NLP), Computer Vision (CV), Data Engineering, Data Analytics, Big Data, and Data Science in general - ordered by popularity of job title or skills, toolset and products used - below.
- Open Lead Data Analyst jobs
- Open MLOps Engineer jobs
- Open Data Science Manager jobs
- Open Senior Business Intelligence Analyst jobs
- Open Data Manager jobs
- Open Data Engineer II jobs
- Open Power BI Developer jobs
- Open Principal Data Engineer jobs
- Open Sr Data Engineer jobs
- Open Business Intelligence Developer jobs
- Open Data Analytics Engineer jobs
- Open Junior Data Scientist jobs
- Open Data Scientist II jobs
- Open Product Data Analyst jobs
- Open Senior Data Architect jobs
- Open Sr. Data Scientist jobs
- Open Business Data Analyst jobs
- Open Big Data Engineer jobs
- Open Data Analyst Intern jobs
- Open Manager, Data Engineering jobs
- Open Azure Data Engineer jobs
- Open Data Product Manager jobs
- Open Data Quality Analyst jobs
- Open Junior Data Engineer jobs
- Open Principal Data Scientist jobs
- Open GCP-related jobs
- Open Data quality-related jobs
- Open Business Intelligence-related jobs
- Open ML models-related jobs
- Open Java-related jobs
- Open Data management-related jobs
- Open Privacy-related jobs
- Open Data visualization-related jobs
- Open Finance-related jobs
- Open Deep Learning-related jobs
- Open APIs-related jobs
- Open PhD-related jobs
- Open TensorFlow-related jobs
- Open PyTorch-related jobs
- Open Consulting-related jobs
- Open NLP-related jobs
- Open Snowflake-related jobs
- Open CI/CD-related jobs
- Open Kubernetes-related jobs
- Open LLMs-related jobs
- Open Generative AI-related jobs
- Open Data governance-related jobs
- Open Hadoop-related jobs
- Open Airflow-related jobs
- Open Docker-related jobs