Senior Machine Learning Engineer, Tumblr

4 weeks ago

Oregon State, United States myGwork Full time

This job is with Automattic, an inclusive employer and a member of myGwork – the largest global platform for the LGBTQ+ business community. We continue to build Tumblr as a platform for free expression, individuality, and human connection.
We are looking for an experienced candidate to join our Feeds Experience team, which builds Tumblrâs backend systemsâpowering core content feeds, search, personalization/discovery experiences, user-interest profiling, content understanding and notifications. Your goal will be to design, develop and maintain large-scale data pipelines and backend services, to connect users with the content they love. We build on top of open source big-data frameworks, such as Apache Spark (batch processing) and Apache Flink (real-time processing), orchestrated by Kubernetes, Apache Airflow, and with a PHP backend layer.
Collaborate with the team to enhance engagement on feeds, notifications, content discovery and relevance of search results. This will involve developing algorithms, data-pipelines and backend-services to match millions of users with the most relevant and engaging content, detecting trends, improving search retrieval and relevance, and striking a balance between driving engagement to established and new content creators.
Define success metrics, launch A/B tests, perform analysis to validate hypotheses, and build tools to enable continuous experimentation.
This includes identifying short- and long-term opportunities for business impact on Feeds, Search, and Notifications; driving architectural decisions and implementation; Good understanding of statistics, machine learning, and mining of massive datasets.
3+ years of professional experience developing large-scale data-pipelines and machine learning approaches for content retrieval, ranking, relevance, and personalization.
5+ years of professional experience in software engineering, with expertise in at least one among the following programming languages: Python, Scala, Java.
You will encounter all of them in this role, as well as PHP; Have hands-on experience with data processing frameworks like Apache Spark and Apache Flink at scale.
You have excellent written English and can effectively communicate with stakeholders and colleagues from a cross functional organization. Familiarity with remote and async work is welcome.
MS/PhD in Computer Science, ML, or related fields.
Please note that salary ranges are global, regardless of location, and we pay in local currency.
This isnât your typical work-from-home jobâwe are a fully-remote company with an open vacation policy. WordPress.We believe in making the web a better place.
Weâre a distributed company with more than 1900 Automatticians in 96 countries speaking 120+ different languages. We democratize publishing and commerce so anyone with a story can tell it, and anyone with a product can sell it, regardless of income, gender, politics, language, or country.
Diversity, Equity, & Inclusion at Automattic
Weâre improving diversity in the tech industry. For example, this group has helped facilitate private online spaces for affiliated Automatticians to gather and helps run a monthly DEI People Lab series for further learning. DEI is a priority at Automattic, though our dedication influences far more than just Automatticians: We make our products freely available and translate our products into and offer customer support in numerous languages. We require unconscious bias training for our hiring teams and ensure our products are accessible across different bandwidths and devices.
Disability Confident Committed . ( diversity, equity, and inclusion

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