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: <<SummaryExperienced .NET developer with experience across the Microsoft development stack with a passion for web development and application architecture.I am a strong believer that with a little upfront architecture you can create an application that is far easier to support and extend. Additionally, I utilize the following on technologies on my current applications: AngularJS, MVC.Net, Unity, AutoMapper, KendoUI, Enterprise Error Logging, Entity Framework, Microsoft SQL, Repository Pattern.
HighlightsASP.NET MVCWeb API 2WCF ServicesEntity FrameworkMicrosoft SQL ServerAngular JS 1+Breeze JSJQueryUnityAutoMapperBootstrapLESSSASSXMLJSONNLogTeam Foundation Server 2015Visual Studio 2015Visual Studio CodeAgile Development Methodologies
Experience07/2014to08/2016Senior Web Software EngineerTwitter–,,Upgrading and maintaining Team Foundation Server and assisting the adoption of agile development methodologiesPioneered the adoption of AngularJS as the standard client technology backed by Web API RESTful servicesBuilt and maintained the SD Enterprise Library consisting of a number of shared libraries and helpers for logging, AutoMapper, IoC, WCF services, etc.Built and maintained a number of applications supporting core business and enterprise05/2010to08/2014Software EngineerVertiv Holdings, Llc–,,Moving from a Windows application to web development, my focus is on the Harris Corporation internet/ public-facing website and web applications.When I began the focus was on ASP.NET Web Forms while still supporting existing applications in Class ASP.Over the last 3 years I have lead the push for our team to MVC.NET and Entity Framework for all future application development.Additional technologies/ methodologies include Automapper, JSON, JQuery, Unity, Repository Pattern, as well as Agile Development as a Certified Scrum Master.06/2008to05/2010Software DeveloperNana Regional Corporation–,,Straight out of college, I started working on the developer support team with a focus on bug resolution and minor enhancements.This exposed me primarily to the billing systems built heavily using SQL stored procedures and MFC.Being on this team often allowed me branch out to other modules within our primary application, exposing me to our automation and inventory management teams as well as the different technologies in our application.I worked heavily in .NET Win Forms, XML, C#, and TSQL.Also, during my time here, we became a full Agile development shop, using scrum and sprints to develop enhancements to our application.
EducationExpected in2008totoBS:Computer Science and MathematicsUniversity of Central Missouri-,GPA:Computer Science and Mathematics Activities and Societies: Association of Computer Machinery (ACM)
Skills.NET, ASP.NET, ADO, Agile, AJAX, application development, ASP, automation, billing systems, C, C++, CSS, XML, focus, Forms, HTML, IIS, inventory management, JQuery, JSON, Machinery, C#, MFC, Win, Windows, MVC, Object Oriented Design, OOP, developer, Scrum, Software Design, Software Development, Software Engineering, Microsoft SQL Server, SQL, T-SQL, TSQL, Visual Studio, Web Applications, Web Development, website, XSLT>>. The result is, Good Fit

Fit assessment: Good Fit