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: <<Summary5+ years experience in development of Web and Enterprise applications using JAVA/J2EE Technologies. Experience with full life cycle of software development: use cases, requirements, high level design, detail design, coding, testing, debugging and maintenance. Ability to collaborate effectively with all levels of the organization; work well in teams and individually.
HighlightsTechnical SkillsPlatforms: WindowsLanguages: Java, JavaScript, JSP, JSTL, AJAX, ANT, XML, EJB, Docbasic (Documentum), PL/SQL, SQL*Plus, ASP, VB, Turbo C, HTML, CSSFrameworks: J2EE (Spring, Struts, Hibernate, Log4j, JUnit)Databases: MySQL, SQL Server, Oracle, PL/SQL ProgrammingAP Servers: Apache Tomcat, BEA Weblogic Server, IISConcepts: OOA/D (UML, Design Patterns)Software: MS Office, Rational Rose, EA, CA Erwin, Interwoven TeamSite, TOAD, Lotus Notes, Eclipse, IntelliJ Idea, NetBeans, Dreamweaver, PhotoImpact, Flash, Verity K2 Search engineSource Code Mgmt: CVS, SubVersion
ExperienceSoftware Engineer,05/2007to09/2009Within3–,,Developed new Intellectual Property (IP) Management System (Patent, Copyright, Trademark and Brand) using J2EE technologies and SQL Server database.Involved in gathering user requirements and information of IP application forms and process.Worked with small team of developers to analysis, design, develop and testing the system.Involved in data modeling for the application. Created ER diagram using ERWin and database objects. Experience in T-SQL programming skill. Developed, maintained and restructured IRP (Intelligence Resources Planning) System, especially industrial and patent search and retrieve functions.Responsible for compiling, building and deploying programs to development, testing and production environment.Analyzed, designed, wrote technical design documents and developed EPO Patent Search.Assisted with system problem-solving, database administration and renew database ER diagram.Software Engineer / Technical Consultant,08/2003to03/2007B.C.Technology Corp–,,Responsible for developing and maintaining TSMC Online (e-commerce business platform): Design Service Documents (DSD), Design For Manufacturing (DFM), Online Global Search engine using Verity K2 Search Engine and designed SRAM Vccmin systems using Java, Struts framework, Weblogic and Oracle.Implemented the document life cycle security control mechanism of TSMC EDW (Engineering & Document Workflow) System using Documentum.Enhanced TSMC IPPA System to improve the user interface, refinement search and concept term feedback mechanism.Developed PSC DBMS (Die Bank Management System).Wrote some Technical Design documentation: URD, Use Case, High Level Design, Detail Design, UML (use case, sequence, class, activity and component diagrams).Created and maintain database objects like Stored Procedures, Functions, Views and Triggers using SQL and PL/SQL.Provided training, advice, code review and technical support for junior developers.Experience in UI prototyping.Part-time Employee,07/2002to03/2003CYCU Alumi & Placement Office–,,Updated alumni's information to the system and handled some word processing.Assisted alumni to issue alumni cards and other certificates.Maintained Alumni & Placement Office Website.Part-time Employee,11/1999to06/2002CYCU Library, Taoyuan–,,Library counter assistant.Managed books display.Maintained library Website.
EducationB.B.A:Management Information Systems,Expected intoChung Yuan Christian University-,GPA:Chung Yuan Christian University, Taoyuan, Taiwan B.B.A in Management Information Systems:,Expected intoDale Carnegie Training-,GPA:Sun Tech Days - Java Conference Sun Microsystems - SL500 J2EE Patterns Dale Carnegie Training UML & Software Development Process June 2003
SkillsDatabase, Engineer, Software Engineer, Sql, Technical Design, Java, Uml, Class, Comprehensive Large Array Data Stewardship System, Database Management System, Dbms, Design Documentation, Design For Manufacturing, Dfm, Documentation, Documentum, Edw, Level Design, Life Cycle, Oracle, Pl/sql, Prototype, Prototyping, Search Engine, Security, Sram, Stored Procedures, Struts, Technical Support, Training, Ui, Use Case, User Interface, Verity, Weblogic, Workflow, J2ee, Data Modeling, Database Administration, Erwin, Intellectual Property, Ms Sql Server, Patent, Problem-solving, Production Environment, Sql Server, Testing, Trademark, T-sql, Word, Ajax, Ap, Apache, Asp, Bea, Bea Weblogic, Cases, Coding, Css, Cvs, Databases, Design Patterns, Dreamweaver, Eclipse, Ejb, Flash, Frameworks, Full Life Cycle, Html, Iis, Internet Information Services, Interwoven, Javascript, Jsp, Jstl, Junit, Lotus Notes, Maintenance, Ms Office, Mysql, Ooa, Rational, Rational Rose, Subversion, Teamsite, Tomcat, Use Cases, Xml, Software Development, Software Development Process, Software Life Cycle, Structured Software, Sun>>. The result is, Good Fit

Fit assessment: Good Fit