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: <<ProfileHighly motivated Sales Associate with extensive customer service and sales experience. Outgoing sales professional with track record of driving increased sales, improving buying experience and elevating company profile with target market.
Core QualificationsWindows NT/2000/XP/VistaWindows 95/98Windows Server 2003/2008MS DOSLinuxOS XDatabasesMS SQL Server,MY SQLPostgreSQLSQLiteMS AccessProgramming languagesC/C++(STL, BOOST, QT, OSG, OpenCV)/Visual C++Objective CVB6VB.NET, VB for ApplicationsClassic ASPC#(ASP.NET, ASP.NET MVC, WinForms, WPF)PHPProvideXJavaScript , HTML5, CSS, AJAXMaya Embedded Language (MEL)MobileiOSAndroid
Professional ExperienceSoftware Developer,08/2014to01/2017–,,Development and implementation of Ricky's Deal e-Commerce web application.Developed back-end code by ASP.NET MVC (C#).Developed custom design patterns.Developed client side pages by HTML, CSS, jQuery, AngularJS.Designed database by MS SQL Server 2014.Created Jobs, Stored Procedures and T-SQL queries.Developed modules for data analysis.Developed REST Api By .NET.Worked by Agile methodology.Lead the team 
Development and implementation of Roof911 web application.Developed back-end code by ASP.NET MVC (C#).Designed SQL Database and created Stored Procedures.Developed client side pages by HTML, CSS, jQuery.Worked by Agile methodology.Lead the team 
Development and implementation of Chintzy mobile app.Developed iOS version by Appcelerator Titanium.Developed Android version by Appcelerator Titanium.Created some functionality in Rest API.Worked by Agile methodology
Development and implementation of Gym Management System for StarGym Armenia.Developed WinForm application by C# (.NET).Designed SQL Database and created Stored Procedures
Development of Salon Software System.Developed new features by C# WPF.Fixed bugs
Development of Archicad and Revit complex plugins for SCHARC BIT (Sweden, Stockholm).Developed C++ Win32 dll which works with Web API.Created User interfaces in Archicad as plugin by AC API  (C/C++) and Qt.Created collaboration add-on for Revit by C# (.NET)
Development of PulseWallet software.Developed new features in PulseWallet application by C++/QT
Development of WakeOnLan network software (cross-platform) for RHUB Communication.Developed a C++ cross platform application which wakes up slept computers by MAC ID and 
IP Address
Development of Android and iOS apps for RHUB Communication.Developed Android app which works with DropBoxAPI by Java.Developed iOS app which works with DropBox API by Objective-C
 Development of P2P network software (cross-platform) for RHUB Communication.Developed C++ P2P cross-platform application.P2P file transferring done by libnice library) 
Development and implementation of Repair King web project.Developed back-end code by ASP.NET MVC (C#).Designed database by MS SQL Server 2012.Created Jobs, Stored Procedures and T-SQL queries.Developed client side pages by HTML, CSS, jQuery.Web Developer,01/2013to08/2014Smart Software Solutions, Inc–,,Development of new features of MDSave web application.Developed new features in MDSave web application by PHP.Created new stored procedures in PostgreSQL.Developed JavaScript code
Development of new features of eClinic web application.Developed new features in eClinic web application by PHP.Created new stored procedures in PostgreSQL.Software Developer,01/2012to01/2013Maxar Technologies Ltd–,,Development of programs and new functional features for SharePoint web sites (VB.NET).Bug fixes in e-Business web sites and MAS 90 systems (ProvideX).Development of new modules and functionality for MAS 90 systems (ProvideX).Upgrade of IIG enhancements to Sage MAS 4.50 and MAS 5.00 versions from old versions
 (ProvideX).Software Developer,02/2009to01/2012Smart Software Solutions, Inc–,,Worked on the Development, Implementation and Support of "CHILD BENEFITS" Information 
System for the Ministry of Social and Labor Issues of the Republic of Armenia.Developed back-end code by Classic ASP (VBScript).Designed database by MS SQL Server 2005.Developed front-end by HTML, CSS, JavaScript and jQuery.Created Jobs, Stored Procedures and T-SQL queries.Developed Rest API client module
Support of "Attestation" Information System.Fixed bugs (PHP).Created new features (PHP)
Support of "HR" Information System of Ministry of Foreign Affairs of RA.Fixed bugs (Classic ASP).Created new features (Classic ASP).
EducationBachelor's Degree:Hydro technological Structures and Melioration,Expected in01/12/2009toArmenian State Agrarian University-,GPA:Hydro technological Structures and Melioration
Skills.NET, VB.NET, ASP.NET, Agile, AJAX, API, ASP, BENEFITS, C, C++, Communication skills, CSS, client, data analysis, Databases, Database, e-Commerce, e-Business, English, features, functional, HTML, HTML5, HR, PHP, IP, Java, JavaScript, jQuery, team 
Development, Linux, MAC, MAS 90, Maya, MS Access, C#, SharePoint, Win, 2000, Windows 95, 98, Windows NT, works, MS DOS, MVC, MY SQL, negotiation, network, Objective C, Objective-C, OS, persuasive, PostgreSQL, Programming, speaker, Speaking, Revit, Russian, Sage, MS SQL Server, SQL, T-SQL, Upgrade, VBScript, Vista, VB, VB6, Visual C++, web sites, Windows Server>>. The result is, Good Fit

Fit assessment: Good Fit