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: <<ProfileSoftware Test Engineer with two years of experience and a recent Computer Information Systems degree. Earned a reputation as a hard worker with a strong work ethic and a team player. Regularly volunteer for extra work or helps others to get the job done.
SkillsMicrosoft Test Management, Jira, VMWare, Test Complete, Test Execute, SeleniumProgramming: C#, C++, Java, JavaScript, .Net, HTML, XML,Software: Microsoft Office, Microsoft Visio, Microsoft Project, Microsoft Visual Studio, Microsoft Team Foundation ServerCertificationsCompTIA Security+, June 2013, CompTIA A+, May 2013, Microsoft Windows 7, August 2013
Professional Experience10/2015toPresentSoftware Test EngineerConduent Incorporated–Elkridge,MD,Work on the software testing for the Navy System for Naval Target Control.Troubleshoot the software to find any imperfections causing issues with the program's functionality.Created test scripts in Word according to the requirements designated by the Navy.Modified the proprietary testing tool to be more efficient for every day work.Helped in the planning and organizing of the software testing for the Navy Command Datalink Program.Verified that the software and hardware were properly working as described in the software requirements.Prepared and maintained the Requirements Verification Traceability Matrix in Excel.Excellent written and verbal communication skills.Ability to work well within a team to accomplish tasks and goals.Tools Used: VMware, Microsoft Office 2016, Microsoft Visio 2015, Microsoft Test Management 2015.12/2014to07/2015Software Test EngineerConduent Incorporated–Harrisburg,PA,Worked as part of team of 8 to monitor small business application to monitor and track bugs in the program.Manually tested the product in Jira for bugs on a daily basis.Team ensured releases were finished on time.Created test scripts in Excel and imported into Jira using a proprietary tool according to requirements.Modified the proprietary testing tool to be more efficient for every day work.Helped in the planning and organizing of the AWS German Language project.Verified bugs were fixed by developers in a timely manner and working properly within the product.Selected to write and scripted test cases for localization of product in the German market.Created and maintained virtual machines for the company's testing environment for potential clients.Accomplished weekly hot fixes for software releases for the company's small business application.Excellent written and verbal communication skills.Ability to work well within a team to accomplish tasks and goals.Tools Used: VMware, Microsoft Office 2013, Jira, Microsoft Visio 2013, Microsoft Test Management 2013.06/2013to10/2014Software Engineer/Quality AssuranceSURVICE Engineering Company, AFLCMC/EZJW–City,STATE,Work with CLASSIFIED Material daily.Programmed in C#, Visual Basic, and C++ to complete and develop projects for the JTCG/ME contract on a daily basis.Troubleshoot programs to find and fix bugs causing issues with the program's functionality.Generated Software Description documents and Testing Plan documents from test reports.Created test scripts using C# and Visual Basic to detect classification issues within the product.Selected to modify and update Microsoft Team Foundation Server.Developed test scripts for 5 stand-alone programs for the JTCG/ME contract.Setup automation testing for 5 stand-alone programs for the JTCG/ME contract.Prepared the product's Engineering Builds to be shipped to the external developers and customer.Assisted in the setup and maintenance of SQL Server 2014 for the JWS contract.Tools Used:  Microsoft Visual Studio 2013, Microsoft Team Foundation Server 2013, Microsoft Office 2013, and Test Complete/Test Execute.06/2006to12/2007Airborne InfantrymanUnited States Army–City,STATE,Conducted Team Leader duties for an element of 6 personnel.Generated and maintained After Action Review Reports for the Commander.Planned and organized team movements during training missions.Maintained team equipment in excess of $200K on a daily basis.U.S.Army EOD training.Utilized knowledge of Personnel Weapon Systems and US Army EOD training.
Education and TrainingExpected inMay 2015totoBS:Computer Information SystemsSaint Leo University-Saint Leo,FLGPA:GPA: 3.566Computer Information Systems GPA: 3.566
Skills.Net, A+, Army, automation, C++, hardware, clients, XML, German, HTML, Java, JavaScript, Team Leader, market, C#, Excel, Microsoft Office, Microsoft Project, Microsoft Visio, Microsoft Windows 7, Word, Navy, Naval, organizing, Personnel, Programming, scripts, software testing, SQL Server, Troubleshoot, verbal communication skills, Visual Basic, Microsoft Visual Studio, Excellent written>>. The result is, Good Fit

Fit assessment: Good Fit