NewsBreak
Machine Learning Engineer, Recommendation
NewsBreak - Mountain View, California, us, 94039
Work at NewsBreak
Overview
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Overview
About NewsBreak
NewsBreak is the content intelligence platform shaping the future of local information. With over 40 million monthly active users, our flagship platform delivers highly personalized local news and information experiences powered by advanced AI, recommendation systems, and adtech.
We're proud to be a Great Place to Work®-certified company, home to a dynamic team of technologists, product innovators, and business leaders who are passionate about solving meaningful challenges at scale.
If you're a Dreamer, a Builder, an Innovator, we'd love to hear from you!
For more information, visit www.newsbreak.com/about
About the Role
As a Machine Learning Engineer specializing in recommendation systems, you will play a pivotal role in shaping and enhancing our personalized content delivery platform. Your focus will be on developing and optimizing the machine learning components that power the core of our recommendation system, especially on modeling, feature engineering, data pipeline and business metric optimization, ultimately driving user engagement and satisfaction. Responsibilities:
User Behavior Modeling : Innovate and advance recommendation models based on user interactions to improve user experience. Utilize machine learning algorithms to analyze and predict user preferences, engagement patterns, and content consumption behaviors, incorporating cross-platform data for comprehensive insights. Optimize and fine-tune algorithms for improved accuracy, relevance, and user experience. Proactively identify and address any issues related to data quality, model drift, or system performance. Data Pipeline Development:
Design, implement, and optimize robust and scalable data pipelines to collect, process, and store large volumes of user behavior data. Collaborate with cross-functional teams to ensure seamless integration of data pipelines with existing systems and databases. Feature Engineering:
Develop and implement innovative feature engineering techniques to extract meaningful insights from raw data. Work closely with data scientists and other engineering teams to identify and create relevant features that improve the performance of our recommendation models. Requirements
Master's or Ph.D. in Computer Science, Machine Learning, or a related field. Minimum of 3 years' industry experience in development, with in-depth knowledge of machine learning technologies (with a focus on recommendation system) Strong understanding of machine learning frameworks (e.g., TensorFlow, PyTorch) and tools for data processing (e.g., Apache Spark). A strong passion for emerging technologies and a proven track record in analytical and problem-solving skills. Excellent communication, teamwork, and project management skills are highly valued. Resilience and determination to elevate our business to new heights. Benefits
We offer a competitive benefits package: Health, dental, and vision care for you and your family (100% coverage for employee) Top-tier 401(K) plan with company matching Paid time off and paid holidays FSA, HSA and commuter benefits programs Team activity budget
The US base salary range for this full-time position is listed below. Pay may vary based on a number of factors including job-related skills, level, experience, geographic location and relevant education or training. At NewsBreak, we design our overall rewards package to attract top talents. Depending on the position, the role may also be eligible for discretionary bonus and options. Your recruiter can share more details during the hiring process.
Annual Base Pay Range
$130,000-$260,000 USD
CPRA Privacy Notice for California Candidates
NewsBreak is the content intelligence platform shaping the future of local information. With over 40 million monthly active users, our flagship platform delivers highly personalized local news and information experiences powered by advanced AI, recommendation systems, and adtech.
We're proud to be a Great Place to Work®-certified company, home to a dynamic team of technologists, product innovators, and business leaders who are passionate about solving meaningful challenges at scale.
If you're a Dreamer, a Builder, an Innovator, we'd love to hear from you!
For more information, visit www.newsbreak.com/about
About the Role
As a Machine Learning Engineer specializing in recommendation systems, you will play a pivotal role in shaping and enhancing our personalized content delivery platform. Your focus will be on developing and optimizing the machine learning components that power the core of our recommendation system, especially on modeling, feature engineering, data pipeline and business metric optimization, ultimately driving user engagement and satisfaction. Responsibilities:
User Behavior Modeling : Innovate and advance recommendation models based on user interactions to improve user experience. Utilize machine learning algorithms to analyze and predict user preferences, engagement patterns, and content consumption behaviors, incorporating cross-platform data for comprehensive insights. Optimize and fine-tune algorithms for improved accuracy, relevance, and user experience. Proactively identify and address any issues related to data quality, model drift, or system performance. Data Pipeline Development:
Design, implement, and optimize robust and scalable data pipelines to collect, process, and store large volumes of user behavior data. Collaborate with cross-functional teams to ensure seamless integration of data pipelines with existing systems and databases. Feature Engineering:
Develop and implement innovative feature engineering techniques to extract meaningful insights from raw data. Work closely with data scientists and other engineering teams to identify and create relevant features that improve the performance of our recommendation models. Requirements
Master's or Ph.D. in Computer Science, Machine Learning, or a related field. Minimum of 3 years' industry experience in development, with in-depth knowledge of machine learning technologies (with a focus on recommendation system) Strong understanding of machine learning frameworks (e.g., TensorFlow, PyTorch) and tools for data processing (e.g., Apache Spark). A strong passion for emerging technologies and a proven track record in analytical and problem-solving skills. Excellent communication, teamwork, and project management skills are highly valued. Resilience and determination to elevate our business to new heights. Benefits
We offer a competitive benefits package: Health, dental, and vision care for you and your family (100% coverage for employee) Top-tier 401(K) plan with company matching Paid time off and paid holidays FSA, HSA and commuter benefits programs Team activity budget
The US base salary range for this full-time position is listed below. Pay may vary based on a number of factors including job-related skills, level, experience, geographic location and relevant education or training. At NewsBreak, we design our overall rewards package to attract top talents. Depending on the position, the role may also be eligible for discretionary bonus and options. Your recruiter can share more details during the hiring process.
Annual Base Pay Range
$130,000-$260,000 USD
CPRA Privacy Notice for California Candidates