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: <<SummaryISTQB certified QA Test Analyst/Payments SME with 8 years of experience in Testing of programs related to Banking and Finance (BFS) Payments Domain
*Proficient with Testing of Multi-tier Web Based applications and Leading Teams across all the phases of Software Testing Life Cycle (STLC). Domain expert of International Payment system, UK and European Payments, BACS, CHAPS, TARGET2, STEP2 and SWIFT messaging
*Took a Career Break from April 2016 to April 2018 as relocated to London after marriage and to pursue the passion for traveling
*Holds valid VISA to work in UK and immediately available
EducationUniversity of Rajasthan,Expected in2007––Bachelor of Engineering:Applied Electronics and Instrumentation-GPA:Applied Electronics and InstrumentationSEED Infotech Ltd.,Expected in2008––Diploma:Software Testing-GPA:Software TestingCITY University of London,Expected in2017––:International Finance-GPA:International Finance
HighlightsLeading Test Teams though STLCCreating Test strategy, Test Plan, Estimations, Test Summary and Completion ReportsFunctional Testing, System Testing, System Integration testing SIT, User Acceptance Testing UAT, Regression Testing, End to End Testing E2EComplex SQL Query writing - SQL, ORACLE, DB2Expert in coordinating and negotiating with Clients, BAs and other stake holders placed globallySDLC Models Agile, V Model and WaterfallDefect Management, tools -HP Quality Centre QC, HP ALMProficient with Global PAY Plus (GPP)International payment System, UK and European Payments, Clearing Systems, RTGS, SEPA, BACS,CHAPS, TARGET2, STEP2, PSD2, High Value, SDD and SCT PaymentsSWIFT Messaging System (MT103,MT202,202COV,MT900,MT910,MT940,MT942 and MT950) SWIFT messaging system ( MT940, MT950, MT942, BAI2, CAMT53, CAMT52) and XML messagesTools used - HP Quality Centre (QC), HP ALM, SQL, PL/SQL, Oracle, UNIX, JIRA, Selenium, MS Word, MS Excel
ExperienceCarefirst-Software System AnalystWashington,,UK04/2018-PresentWorking as a Volunteer and responsible for testing and researching new Cloud- based Software Applications that Company has to use for IT and Finance department.Involved in training the staff  from different departments for few new software installed.Infosys Limited-Test Lead/Payments,,India11/2015-04/2016Payments HUB is web based application which corrects and filter SWIFT Messages before sending to GPP.Client-Barclays, London (UK), onshore-offshore Model, Team size 5 Led and mentored Test Team for all the cycles of Functional testing and SIT testing Created Test Artifacts -Test Strategy, Test Plan, Estimations, Impact Analysis  and Closure Reports by reviewing Business Requirement and Functional Design documents Handled technical issues that team faced during execution and assisted with all their technical queries Co ordinate and negotiated with BA's, onshore client, designers and solution architects placed globally Delivered first phase of the project successfully within deadline and minimum live issues Acted as Payments SME for the project as hold a deep understanding of Payment system and SWIFT Messaging system Exposed to Agile/Scrum.Cognizant Technology Solutions-Senior Test Analyst,,India04/2011-10/2015CustD is a multi-tier web based EOD and Intraday customer statement generation system of Barclays corporate customers.Client - Barclays, London (UK), onshore-offshore Model , Team Size 9.Managed /Performed Test Preparation, Requirement Analysis, Test Scenario Creation, Test Case Designing using BRD, FRD, FRSD, IRSD documents Responsible for Test Execution of different phases and cycles, performed Smoke Testing, Functional Testing, Regression Testing, System Testing, System Integration Testing, End to End and User Acceptance Testing UAT Worked as acting lead, assigning work, monitoring &tracking and reporting the status to clients placed onshore Involved in creating Test Strategy, Test Plans, Estimations, Impact analysis, DSR's, WSR's and Sign off Reports Handled production and live issues with precise solutions and very low turnaround time Performed ETL testing for Barclays Enterprise Middleware BEM for SWIFT and XML messages Expert with writing complex SQL queries for fetching data from multiple tables Involved in Test Automation -Selenium.
SkillsAgile, Automation, BA, Banking, Client, Clients, Designing, ETL, XML, Finance, Functional, HP, HUB, DB2, ISEB, Messaging, MS Excel, MS Word, Middleware, negotiating, Enterprise, ORACLE, PL/SQL, Quality, reporting, Requirement, researching, Scrum, SDLC, SQL, Strategy, SWIFT, System Integration, tables, UNIX>>. The result is, Good Fit

Fit assessment: Good Fit