Data Scientist

<div class="content-intro"><p><strong>Fingerprint</strong>&nbsp;empowers developers to stop online fraud at the source.</p> <p>We work on turning radical new ideas in the fraud detection space into reality. Our products are developer-focused and our clients range from solo developers to publicly traded companies.&nbsp;<strong>We are a globally dispersed, 100% remote company</strong> with a strong open-source focus. Our flagship open-source project is <a class="c-link c-link--focus-visible" href="https://github.com/fingerprintjs/fingerprintjs" target="_blank" data-stringify-link="https://github.com/fingerprintjs/fingerprintjs" data-sk="tooltip_parent">FingerprintJS</a> (20K stars on GitHub).</p> <p><a class="c-link c-link--focus-visible" href="https://www.crunchbase.com/organization/fingerprintjs" target="_blank" data-stringify-link="https://www.crunchbase.com/organization/fingerprintjs" data-sk="tooltip_parent">We have raised $77M&nbsp;</a>and are backed by Craft Ventures (previously invested in&nbsp;<a class="c-link c-link--focus-visible" href="https://www.tesla.com/" target="_blank" data-stringify-link="https://www.tesla.com/" data-sk="tooltip_parent">Tesla,&nbsp;</a><a class="c-link c-link--focus-visible" href="https://facebook.com/" target="_blank" data-stringify-link="https://facebook.com/" data-sk="tooltip_parent">Facebook,&nbsp;</a><a class="c-link c-link--focus-visible" href="https://www.airbnb.com/" target="_blank" data-stringify-link="https://www.airbnb.com/" data-sk="tooltip_parent">Airbnb&nbsp;</a>), Nexus Venture Partners (previously invested in <a href="https://www.postman.com/">Postman</a>, <a href="https://www.apollo.io/">Apollo.io,</a> <a href="https://min.io/">MinIO</a>, Druva)&nbsp;and Uncorrelated Ventures (previously invested in&nbsp;<a class="c-link c-link--focus-visible" href="https://redis.io/" target="_blank" data-stringify-link="https://redis.io/" data-sk="tooltip_parent">Redis,&nbsp;</a><a class="c-link c-link--focus-visible" href="https://rollbar.com/" target="_blank" data-stringify-link="https://rollbar.com/" data-sk="tooltip_parent">Rollbar&nbsp;</a>&amp;<a class="c-link c-link--focus-visible" href="https://gradle.org/" target="_blank" data-stringify-link="https://gradle.org/" data-sk="tooltip_parent">&nbsp;Gradle</a>).</p> <p><em>We have noticed a rise in recruiting impersonations across the industry, where scammers attempt to access candidates' personal and financial information through fake interviews and offers. All Fingerprint recruiting email communications will always come from the @fingerprint.com domain. Any outreach claiming to be from Fingerprint via other sources should be ignored.</em></p> <p>&nbsp;</p> <hr> <p>&nbsp;</p> <p>&nbsp;</p> <p>&nbsp;</p></div><p data-start="98" data-end="301">Fingerprint is looking for a&nbsp;<strong data-start="127" data-end="145">Data Scientist</strong> to help improve the accuracy of our Smart Signals by applying data science and machine learning techniques in a high-load, real-time service environment.</p> <p data-start="98" data-end="301">You’ll collaborate with engineers and data scientists on challenging ML problems and work across the project lifecycle from prototyping to deployment.<br><br></p> <hr> <p data-start="457" data-end="482"><strong data-start="457" data-end="480">What You’ll Work On</strong></p> <ul> <li data-start="485" data-end="592">Develop algorithms that transform raw, noisy, and unlabeled data into insights about browsers and devices</li> <li data-start="595" data-end="674">Design and implement supervised learning models to improve detection accuracy</li> <li data-start="677" data-end="785">Partner with ML Engineers, Data Scientists, and Software Engineers to push forward our technical expertise</li> <li data-start="788" data-end="869">Conduct exploratory data analysis to investigate anomalies and ad-hoc questions</li> <li data-start="872" data-end="973">Run experiments to solve ML engineering challenges like real-time inference and training automation</li> </ul> <p data-start="975" data-end="1003"><strong data-start="975" data-end="1001">What We’re Looking For</strong></p> <ul> <li data-start="1006" data-end="1094">BS or MS in Computer Science, Data Science, or related field, or equivalent experience</li> <li data-start="1097" data-end="1158">3-6 years of experience in Data Science or Machine Learning</li> <li data-start="1161" data-end="1202">Strong foundations in ML and statistics</li> <li data-start="1205" data-end="1331">Experience with supervised learning methods (gradient boosting, logistic regression, etc.) and working with categorical data</li> <li data-start="1334" data-end="1416">Skilled in exploratory data analysis and deriving insights from complex datasets</li> <li data-start="1419" data-end="1503">Proficiency in Python and SQL; experience with Git and software engineering basics</li> <li data-start="1506" data-end="1569">Comfortable communicating in English in a global, remote team</li> <li data-start="1506" data-end="1569">Role requires proficiency with macOS and comfort working fully remotely using tools such as Slack, Google Workspace, and Zoom. <div class="p-ia4_client_container"> <div class="p-ia4_client p-ia4_client--sidebar-wide p-ia4_client--with-split-view-feature"> <div class="p-client_workspace_wrapper"> <div class="p-client_workspace"> <div class="p-client_workspace__layout"> <div class="p-client_workspace__tabpanel p-client_workspace__tabpanel--tahoe"> <div class="enabled-managed-focus-container"> <div class="p-view_contents p-view_contents--primary"> <div class="tabbed_channel__Abx5r"> <div class="tabbed_channel__Abx5r"> <div class="channel_tab_panel__zJ5Bt c-tabs__tab_panel c-tabs__tab_panel--active c-tabs__tab_panel--full_height" data-qa="tabs_content_container"> <div class="p-file_drag_drop__container"> <div class="p-workspace__primary_view_body"> <div class="p-message_pane p-message_pane--classic-nav p-message_pane--scrollbar-float-adjustment p-message_pane--with-bookmarks-bar" data-qa="message_pane"> <div id="message-list"> <div id="message-list" class="c-virtual_list c-virtual_list--scrollbar c-message_list c-scrollbar c-scrollbar--fade"> <div class="c-scrollbar__hider" data-qa="slack_kit_scrollbar"> <div class="c-scrollbar__child"> <div class="c-virtual_list__scroll_container" data-qa="slack_kit_list"> <div id="message-list_bottomSpacer" class="c-virtual_list__item" data-qa="virtual-list-item" data-item-key="bottomSpacer"></div> </div> </div> </div> </div> </div> </div> </div> </div> </div> </div> </div> </div> </div> </div> </div> </div> </div> </div> </div> </li> </ul> <p data-start="1571" data-end="1589"><strong data-start="1571" data-end="1587">Nice to Have</strong></p> <ul> <li data-start="1592" data-end="1662">Familiarity with semi-supervised or unsupervised learning techniques</li> <li data-start="1665" data-end="1746">Hands-on experience with visualization tools (Apache Superset, Tableau, Looker)</li> <li data-start="1749" data-end="1824">Knowledge of analytical storage systems (ClickHouse, Snowflake, BigQuery)</li> <li data-start="1827" data-end="1881">Experience maintaining data transformations with dbt</li> <li data-start="1884" data-end="1948">Ability to build lightweight real-time services from ML models</li> <li data-start="1951" data-end="1984">Academic or research background</li> </ul> <p data-start="1986" data-end="2002"><strong data-start="1986" data-end="2000">Tech Stack</strong></p> <ul> <li data-start="2005" data-end="2065"><strong data-start="2005" data-end="2032">Backend &amp; Data Science:</strong> Python, Go, SQL, ML frameworks</li> <li data-start="2068" data-end="2113"><strong data-start="2068" data-end="2095">Analytics &amp; Processing:</strong> ClickHouse, dbt</li> <li data-start="2116" data-end="2141"><strong data-start="2116" data-end="2135">Infrastructure:</strong> AWS</li> </ul> <p><strong data-stringify-type="bold"><em data-stringify-type="italic">For US-based employees</em></strong><em data-stringify-type="italic">, the cash compensation range for this role is&nbsp;</em><strong data-stringify-type="bold"><em data-stringify-type="italic">$145,000-$155,000.</em></strong><em data-stringify-type="italic">&nbsp;We set standard ranges for all US roles based on function, level, and geographic location, benchmarked against similar stage growth companies. To comply with local legislation and provide greater transparency to candidates, we share salary ranges on all job postings regardless of desired hiring location. However,&nbsp;</em><strong data-stringify-type="bold"><em data-stringify-type="italic">these ranges are specific to the hiring location and may differ within or outside the US.&nbsp;</em></strong><em data-stringify-type="italic">Final offer amounts are determined by multiple factors, including geographic location as well as candidate experience and expertise, and may vary from the amounts listed above.</em></p> <hr> <p>&nbsp;</p><div class="content-conclusion"><p><em>We have noticed a rise in recruiting impersonations across the industry, where scammers attempt to access candidates' personal and financial information through fake interviews and offers. All Fingerprint recruiting email communications will always come from the @fingerprint.com domain. Any outreach claiming to be from Fingerprint via other sources should be ignored.</em></p> <p>Offers vary depending on, but not limited to, relevant experience, education, certifications/licenses, skills, training, and market conditions.&nbsp;</p> <p>Due to regulatory and security reasons, there’s a small number of countries where we cannot have Fingerprint teammates based.&nbsp;<strong data-stringify-type="bold">Additionally, because Fingerprint is an all-remote company and people can join our workforce from almost any country, we do not sponsor visas. Fingerprint teammates need to be authorized to work from their home location</strong>.</p> <p>We are dedicated to creating an inclusive work environment for everyone. We embrace and celebrate the unique experiences, perspectives and cultural backgrounds that each employee brings to our workplace. Fingerprint strives to foster an environment where our employees feel respected, valued and empowered, and our team members are at the forefront in helping us promote and sustain an inclusive workplace. We highly encourage people from underrepresented groups in tech to apply.</p> <p>If you are applying as a resident of California, please read our CCPA notice <a href="https://dev.fingerprint.com/docs/dpa-ccpa" target="_blank">here</a></p> <p>If you are applying as a resident of the EU, please read our GDPR notice <a href="https://dev.fingerprint.com/docs/dpa-gdpr" target="_blank">here</a></p></div>