For the given job description <<Reality Labs at Meta is building products that make it easier for people to connect with the ones they love most, enjoy top-notch, wire-free VR, and push the future of computing platforms. We are a team of world-class experts developing and shipping products at the intersection of hardware, software and content.As a Machine Learning Engineer on the Reality Labs team at Meta, you can help build new, innovative hardware and software that radically redefine the way people work, play and connect. What we build today could one day be the norm. So to be here today is to truly be at the heart of change and the frontier of what's to come. We're the people helping to define the metaverse. We may not have all the answers. But together, we're getting closer.
Software Engineer, Machine Learning - Reality Labs Responsibilities:
Play a critical role in setting the direction and goals for a sizable team, in terms of project impact, ML system design, and ML excellenceAdapt standard machine learning methods to best exploit modern parallel environments (e.g., distributed clusters, multicore SMP, and GPU)Re-evaluate the trade-offs of already shipped featuresML systems, and you are able to drive large efforts across multiple teams to reduce technical debt, designing from first principles when appropriateLeading a team from a technical perspective to develop ML best practices and influence engineering cultureBe a go-to person to escalate the most complex onlineproduction performance and evaluation issues, that require an in-depth knowledge of how the machine learning system interacts with systems around itDevelop highly scalable classifiers and tools leveraging machine learning, data regression, and rules based modelsSuggest, collect and synthesize requirements and create effective feature roadmapCode deliverables in tandem with the engineering team
Minimum Qualifications:
6+ years of experience in software engineering, or a relevant field or 4+ years of experience if you have a PhD2+ years of experience in one or more of the following areas: machine learning, recommendation systems, pattern recognition, data mining, artificial intelligence, or related technical fieldExperience with developing machine learning models at scale from inception to business impactKnowledge developing and debugging in CC++ and Java, or experience with scripting languages such as Python, Perl, PHP, andor shell scriptsExperience demonstrating technical leadership working with teams, owning projects, defining and setting technical direction for projectsBachelor's degree in Computer Science, Computer Engineering, relevant technical field, or equivalent practical experience.
Preferred Qualifications:
Masters degree or PhD in Computer Science or a related technical fieldExposure to architectural patterns of large scale software applications
Meta is proud to be an Equal Employment Opportunity and Affirmative Action employer. We do not discriminate based upon race, religion, color, national origin, sex (including pregnancy, childbirth, or related medical conditions), sexual orientation, gender, gender identity, gender expression, transgender status, sexual stereotypes, age, status as a protected veteran, status as an individual with a disability, or other applicable legally protected characteristics. We also consider qualified applicants with criminal histories, consistent with applicable federal, state and local law. Meta participates in the E-Verify program in certain locations, as required by law. Please note that Meta may leverage artificial intelligence and machine learning technologies in connection with applications for employment.
Meta is committed to providing reasonable accommodations for candidates with disabilities in our recruiting process. If you need any assistance or accommodations due to a disability, please let us know at accommodations-ext@fb.com.>> the resume: <<SummaryFull stack Software Engineer with 8+ years of experience in software industry. Professional, creative, responsible with proven analytical skills and knowledge of Microsoft .Net platform and PHP. Passionate about new technologies and software development. Fast learner, focused, problem solver, great Team Player, and lover of good software development practices including Systems Development Life Cycle (SDLC).
HighlightsC#, PHP.Technologies/Services: ASP.NET, ASP.NET MVC, ASP.NET Web API, EF, ADO.NET, T-SQL, .NET Framework, LINQ, Razor, Hangfire, SignalR, HTML, HTML5, XML, CSS, CSS3, JSON, AJAX, jQuery, AngularJS, Bootstrap, SOAP, REST, Alfresco ECM, Alfresco Activiti BPM, Alfresco OCR, OCR, Tesseract, AWS S3, AWS EC2, CodeIgniter, Composer, Google Maps API, Apache Web Server, Apache Tomcat, PL/pgSQL, LaTeX.Databases: MS SQL Server, PostgreSQL, MySQL.Source Code Control: SVN, GIT.Project Management Tool: Redmine, Gforge.IDEs: Visual Studio, PhpStorm, Netbeans, Intellij Idea, Zend Studio.Operating Systems: Microsoft Windows, GNU/Linux.Methodologies & Standards: Scrum, RUP, XP, DIRKS, ISAD (G), ISO 15489.
ExperienceSoftware Developer,04/2016-09/2016–Peoria,,EcuadorModeled process using BPM, workflows for a Help Desk Module in Alfresco Activiti BPM.Designed and created de Alfresco Content Model for the Help Desk Module.Developed using XML, Javascript, Alfresco REST Web Services, jQuery, Bootstrap and Freemarker the workflows modeled.Integrated Alfresco ECM with Microsoft Office and WebDav protocol.Software .Net Developer,01/2015-04/2016–City,,EcuadorDeveloped using C#, ASP.NET MVC, ASP.NET Web API, ADO.NET .NET Framework, EF, LINQ, SQL Server, Hangfire, SignalR, MS SQL Server, T-SQL, AngularJS, jQuery, HTML5, CSS3, and MySQL a large-scale parking system from scratch.Rewrote and redesigned a poorly parking system implemented in Node.js.Rewrote the entire backend in C# and the frontend in ASP.NET MVC, ASP.NET Web API, AngularJS, jQuery, JavaScript, and Bootstrap to be more user friendly.Developed using Hangfire to perform with .NET job scheduling, and SignalR to create a real-time application which allowed bi-directional communication between server and client.Created a sync job which listened to the records of a sensor in a MySQL database and synchronized them in a MS SQL Server database and showed real-time results in a dashboard.Developed using PHP, JasperReports for PHP REST Web Service API, MySQL, AngularJS, jQuery, HTML5, CSS3 and, Bootstrap a Report Module to integrate it into a police management system.Coded using PL/pgSQL several queries to compare and recover millions of damaged records.Software Engineer and Professor,09/2008-11/2014Newport Group–City,,CubaDeveloped using PHP5, HTML, CSS, JavaScript, Drupal, jQuery, AJAX, JSON, MySQL and, XML-RPC an Intranet.Developed using Alfresco ECM, Alfresco REST API, PHP, XML, HTML, CSS, JavaScript, CodeIgniter, jQuery, PostgreSQL and, Lucene the modules File Sharing and Audit Log for a Document Management System.Integrated Alfresco ECM with OpenOffice.org.Developed using PHP, HTML5, CSS3, JavaScript, jQuery, AJAX, JSON, and, PostgreSQL the Dashboard and Report Management modules.Developed using Alfresco ECM, Activiti, REST Web Services, Freemarker, HTML, CSS3, LESS CSS, JavaScript, jQuery, AJAX, JSON PostgreSQL and, Lucene the modules Records Management, Classification Table Management, Task Management, Data List, Dashboard and, Project Files Management for different versions of a Document Management System.Performed Requirements Specification, Analysis and Design, and Test Case Design.Customized using Freemarker, Bootstrap, LESS CSS, XML and, JavaScript a Theme for Alfresco Share.Coded using XML, Content Models for Alfresco ECM.Interacted with clients to identify Business Requirements.Provided training courses for clients.Products and projects:
Product: Document Management System eXcriba v3.0 (2013-2014, Patent 2127-7-2014).Client: Development Centers of University of Informatics Sciences, Havana Cuba.Product: Quipus, Document Management System v1.0 (2012-2013, Patent 196-2012).Client: General Archive of the Nation of Venezuela.Product: Document Management System AvilaDOC (2009-2010).Client: Ministry of Interior and Justice of Venezuela.Product: Document Management System eXcriba v1.0 (2008-2010, Patent 2868-2010), v2.0 (2010-2011, Patent 2378-2011).Client: Development Centers of University of Informatics Sciences, Havana Cuba.Client: General Customs of the Republic of Cuba.Client: Ministry of Informatics and Communications of Cuba.
EducationBS:Computer Science,Expected in2008-University of Informatics Sciences-Havana,GPA:Status-Computer ScienceDegree:Accounting,Expected in2003-Higher Pedagogical Institute-,GuantanamoGPA:Status-Accounting
Skills.NET, ASP.NET, ADO, AJAX, Apache, Apache Web Server, API, bi, Content, CSS, CSS3, Client, clients, Databases, database, Document Management, Drupal, English, XML, Help Desk, HTML, HTML5, PHP, PHP5, ISO, JavaScript, jQuery, JSON, Linux, C#, Microsoft Office, Microsoft Windows, MVC, MySQL, Composer, OCR, Operating Systems, PL, police, PostgreSQL, Programming, Project Management, real-time, RUP, scheduling, Scrum, SOAP, Software Engineering, Spanish, Specification, MS SQL Server, SQL Server, System v1.0, Tomcat, T-SQL, Visual Studio>>. The result is, Good Fit

Fit assessment: Good Fit