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: <<Professional SummarySeeking Challenging and Rewarding Assignments with a growth Oriented Organization My Role Worked on Hybrid driven framework in WebDriver and Page Object Model. Good knowledge of creating xpath to find dynamic objects. Good knowledge of writing test script using Selenium-WebDriver with TestNG. Experienced in developing test automation scenarios and scripts for Web applications. Experienced in developing Generic Scripts and Project Specific Scripts. Working experience of Apache POI APIs, TestNG, , Jenkins for continuous integration testing Basic knowledge of Selenium IDE. Good understanding and analysis of client requirements and experienced in creating suitable Automation scripts. Exposure to all stages of SDLC & STLC and good understanding of ATLC (Automation Testing Life Cycle).Analyze requirements and conduct requirement clarification session for team
SkillsTest Management Tools :HP ALM 11, Caliber, HP-Quality Centre, CA Central Rally ,JiraDatabase/Language:Oracle 11g (Toad), PL SQLProgramming Language: JAVA , HTMLOperating System:WindowsServer,Windows2016, Windows20012R2, Windows2012R1 ,Windows2008 R2,Linux ,UNIXAutomation tool: Selenium WebDriver, TestNG, Selenium IDE, Jenkins, Maven, SVN ServerDomain:Health and Welfare, TelecommunicationBudgeting and finance
Work HistorySn. QA Software Engineer Tester,08/2016to12/2017Pitney Bowes Softwares–,,Indiahttp://www.pb.com About Project: SPECTRUM is an ETL tool that has several modules such as DI (Data Integration), DQ (Data Quality), SDF (Spectrum Data Federation), UAM(Universal Addressing Module )BDI (Big Data Integration), BDQ (Big Data Quality) etc., which are used to transform data as per need.Spectrum server has different interfaces from where in user can configure different data sources and can apply logical functions over data to transform data in required format and that can be saved, exported to different sources and formats Environment : Windows: Window2008R2 Standalone, Window2012R1Standalone , Window2012R2Standalone , Windows2016SStandalone Linux: Centos 6.3, OELlinux 6.5, Ubuntu14 Unix: AIX6.1,Solaris11 Description of work : As a Sr.Quality Analyst in spectrum worked on various modules like DI, DQ and UAM with following responsibilities: My Role Understanding the business requirements and developed Use cases to test the complete functionality of the application.Written batch scripts, shell scripts, basic java classes and worked on CI tool Jenkins Perform Functional, Integration and System testing.Writing test cases.Reporting and Tracking of bugs in JIRA.Verifying the bug fixed.Software Engineer Tester,11/2014to08/2016Century Link–,,IndiaAbout Project: Ensemble is a pure telecom project; it is used by the customer service representatives and deals with providing various products to customers as per their request like new High speed connections, Prism connections, changes in customer plans and so forth.The projects involves System Testing, Regression Testing, Sanity Testing and development of an automated test setup for testing, design & development of software for automating the regression test cases Environment : Java, Windows XP Description of work : Analyzing the requirements, testing the functionality and workflow of the application.Software engineer(Testing),10/2012to11/2014Xerox–City,STATE,About Project:XEROX benefits website is prepared for its employees to provide them an opportunity to enroll in their US Health and Welfare benefits through the web. Most of the stuff which the end users see on the web is driven by the complex eligibility logic. Some of the action which end user can take on the web are as follows:•	Making elections during window period of Annual Enrollment or Qualified Life events.•	Report a life event.•	Add and Remove Dependents and Beneficiaries.•	Add and Update personal information.BA7/A.I.S. (Account Inquiry system) is a tool used by Customer Support Representative. Users can call Customer Support Representative and select all the eligible Health and Welfare benefits and update personal information also.My Role	Test planning: Creation of Test Plan Document for various modules of the H&W system (BA7 System), based on the Business Requirement Document.	Executing the test cases: Performing the integration testing of the BA7 system to check the functionality of the application developed. Actively helped to test the participant on Web.	Test management: Log the defects in the QC and track the progress till it gets resolved.	Web Based Testing: Have undertaken web based testing which includes performing Functionality, Database testing-checking the links, forms, validation in forms and navigation. Have also undertaken performance testing(Load, stress testing) for web applications as well as testing for security issues on web platforms	Regression Testing: Creating regression scenarios and performing regression testing as and when there are updates to the application.	Reporting: Create Defect and Test run report for owned module on project in QC .	Meeting all the target goals & deadlines in Service Delivery while adhering to Service Level Agreements (SLA).	Logs verification through UNIX and Shell scripting	Good experience in UAT
EducationAssociate of Science:IT,Expected in2012toGlobal Institute of Technology-Jaipur,RJGPA:
SkillsAIX6.1, Analyst, A.I., Automation, basic, benefits, Big Data, com, CA, Client, customer service, Customer Support, Data Integration, Database, Delivery, English, ETL, forms, forth, Functional, GUI, HP, Hindi, HTML, http, IDE, Information Technology, Java, Linux, logic, Windows, Window, Windows XP, navigation, Oct, Operating System, Oracle, DB, PL SQL, Prism, Programming, progress, Quality, Reporting, Requirement, scripts, shell scripts, Service Level Agreements, SLA, SOAP, Software engineer, Solaris, tables, Telecommunication, telecom, Toad, UNIX, UNIX and Shell scripting, validation, web applications, website, workflow, Written>>. The result is, No Fit

Fit assessment: No Fit