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: <<SummaryTo obtain a challenging position in the field of computer science and to and apply my analytical and technical skill sets to practice 5+ Years of experience in the field of Software development and testing
*Hands-on experience with Web and Android mobile application development
*Involved in all the phases of Software Development Lifecycle
*Team player, fast learner and always eager to learn new technologies
HighlightsJava, Perl, Python, Javascript, Siebel eScript MySQL, PL/SQL, Oracle, SQLite, Microsoft Access, PostgreSQL Tools and Applications: Android SDK, Eclipse, Mercurial, Perforce, Git, Monkey, Hierarchy Viewer, Parse, DDMS Profiling, Microsoft Office, Siebel CRM, Mercury Quality Center 9.0, Windbg  Web Development: XHTML, HTML5, CSS, JQuery, JSON, AJAX, CGI, JSP, Java ServletsOperating Systems: Windows, MS-DOS, Linux, UNIX, MAC
Experience01/1to01/1Software Engineer|,,Oriented Programming Languages        Database Theory Implementation Courses          Client-Server Programming          Android Mobile Application Development           Advanced Web Application Development		   Emergent and Adaptive Computing Programming and Scripting Languages for Web          Spatial Databases Projects          San Diego State University, California Video with Question          Fall 2012 Built a client server system, which uses TCP protocol that allows students to remotely view videos of lectures and then post any questions they have about the lecture.Developed an Android application to handle client side and a Java application to implement server Users view videos of lectures enrolled in, and also all the questions for that video While watching the video if user has any question, they can pause the video and post a question User can select a question and play the video from the point the question was asked Used PostgreSql for handling backend Implemented concurrent server & states to handle multiple clients simultaneously Android application for rating doctors 					    Spring 2012 This application allows user to search/find Doctors detail information by name or specialty.User can then sort the results by distance from the current location as well as get driving directions.Implemented Asynctask in order to fetch information about doctors in background and then parse response as a list to the UI using JSON Developed Java servlets to fetch data from SQL database and then form a JSON string and return to client.Also used http://parse.com to store comments and ratings Tested the application using tools like Monkey, Hierarchy viewer, Android Lint tool and Junit.Web Application for Selling Cell Phones 				  		 Spring 2012 This customer application is for the online storefront.Handle movement of merchandise into and out of the warehouse.Focus was on designing an attractive and appealing theme.Developed web pages for inventory operation like adding/editing/deleting items Handling incoming/outgoing products to warehouse and maintain database Validating user login and maintain the user session until the user logs out Searching and sorting products according to product name, category or price Supporting cart related operation like adding/editing/ deleting item from cart and checking out items from the cart Simulation of Ant Colony Optimization algorithm 			      Summer 2012 Group size-4 Implemented Asymmetric Double-Bridge Experiment using Ant System algorithm, which is a meta-heuristic technique, based on ideas from nature for solving optimization problems and other combinatorial optimization.Use Java as the language to carry out the experiments on ant behavior to choose shortest path.Also wrote a research paper on this topic.Honors &    	Secured 1st Rank in the 2nd and 4th Semester in B.Tech Computer science examination.01/1to01/1Software EngineerSofi|,,Test planning, Automation development and enhancement for Windows Phone - Multimedia Display Team on different Qualcomm Snapdragon Apps Processors Test automation framework development  and maintenance Debugging for Windows Display Drivers and Mobile Display Processor using test frameworks like QCRAFT, QWDT, FARM, etc using languages like Perl, Python and XML Use PRISM and JIRA to track issues and follow up Perform Regression, Functional, Performance and Stability tests and generate reports Handle System Verification Testing for Windows Multimedia Team.01/1to01/1Software EngineerSofi|,,Involved in development of web-based, cloud computing software for physicians, hospitals, and medical billing services using HL7 and EDI standards.Resolved several issues on both the Practice Management and Meditouch Electronic Health Record, using latest trends in web application development.Development in Java, Backend data manipulation in PL/SQL and front end  programming using JSP, JavaScript, jQuery and AJAX.01/1to01/1Assistant Systems EngineerTendril|,,Siebel CRM development and testing for clients: ING, Enbridge Gas Distribution and Saudi Telecom Handled the Products Team single-handed from offshore Understand and Analyzing requirements, designing, developing and unit testing Implementation of Multilingual eCommunications application in both (Arabic and English) Customization of Siebel business objects, business components and interfaces (Screens, Applets, and Views) according to the client business process.Configuration based on high-level design document UI & Business validations through Scripts, Run Time Events, DVM and User Properties Regression testing and defect logging using Mercury Quality Center 9.0 Complete understanding of Banking and Insurance sector functionality.FTC Certified.Monitoring defects logged in Quality Center at various phases of testing, giving fixes to them and following up till defect closure.Documentation of Technical Design Document, User manual, Defect Fix and Access Control sheets.Worked upon various modules like Sales, Order Management, Contacts, Category, Opportunities, Activities, Service Request and Curtailment.
EducationExpected inAug 14totoMS|Computer ScienceSan Diego State University,,GPA:GPA: 4.0Computer Science GPA: 4.0Expected inJuly 2008totoB.Tech|Computer ScienceBiju Pattnaik University of Technology,,GPA:GPA: 8.1/10Computer Science GPA: 8.1/10
SkillsAJAX, Ant, Applets, Application Development, Arabic, Automation, Banking, business objects, Business Process, CGI, client server, Client-Server, com, CRM, CSS, client, clients, Databases, Database, Debugging, designing, Documentation, Drivers, driving, Eclipse, editing, EDI, English, Experiment, experiments, XML, fetch, Focus, Functional, HTML5, http, Insurance, inventory, Java, JSP, Java Servlets, JavaScript, JQuery, JSON, Linux, logging, MAC, medical billing, Access, Microsoft Access, Microsoft Office, Windows, MS-DOS, Multimedia, MySQL, Operating Systems, Optimization, Oracle, PL/SQL, Order Management, Perl, PostgreSQL, PRISM, Processors, Programming, Python, Quality, research, Selling, Sales, San, Scripts, Scripting, Siebel, Simulation, sorting, SQL, Telecom, Phones, Phone, UNIX, Video, view, Web Application Development, Web Development, web pages, Workflow, XHTML>>. The result is, No Fit

Fit assessment: No Fit