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: <<Career OverviewMeticulous Senior Software Test Analyst who undertakes complex assignments, meets rigid deadlines and delivers superior performance. Possess practical knowledge on analyzing Bank Payments. Applies strong technical and analytical skills to inform Senior Management, Clients and Technology of key issues in the application and help the clients by providing good recommendations. Operates with a strong sense of urgency and thrives in a fast paced setting.
QualificationsJava, SQL, PL/SQL, HTMLApplications 	     : HP Quality Centre 10,  IBM Mainframe (AS400).Visual Studio 2015, VMware 12Pro,    MSOffice13, Tableau, MS Visio, E-Draw MySQL, MS Access, Oracle SQL DeveloperOperating systems  :  Proficient on Windows 7/ 8.1 / 10, Linux (Ubuntu, Fedora)Certification          : International Software Testing Qualification Board (ISTQB), Six Sigma, MS SQL, A+academic Project: - Store Management SystemStrong analytical skillsStructured query language (SQL) expertInformation securityProject managementUNIX/LINUXStrong collaborative skillsDocument managementTestingOptimizing and performance tuningExcellent problem solving skills
Work Experience2009to2015Senior Software Test AnalystConduent Incorporated–New Castle,IN,Developed Store Management system in JavaFX using Eclipse Standard Edition, SceneBuilder 8.0 for creating the Front Interface and used MySQL Database as the Back End.Created using the MVC (Model, View and Controller) Architecture.Implemented the CRUD functionality and Object Oriented features such as: Inheritance, Polymorphism, Encapsulation Professional experience Project Title: World link World Link deals with cross-border funds transfer is an electronic payment order delivered to your beneficiary's bank using the World Link global account structure.World Link Payment Services enables you to issue payments via wire transfer in over 135 currencies.Project Title: Automated Clearing House (ACH) Automated Clearing House (ACH) is an electronic network for financial transactions in the United States.ACH processes large volumes of credit and debit transactions in batches.ACH credit transfers include direct deposit, payroll and vendor payments.Project Title: EDI (Electronic Data Interchange) Citi make its payments via EDI (i.e.Electronic Data Interchange) between two parties.This is a secure, cost-effective way to manage global file-based payments around the world and round the clock.It promotes a straight-through processing environment via a single delivery channel and is augmented through the automated delivery or transaction status information.Roles and Responsibilities: Organized Conference calls, training sessions and walkthrough with Clients, Senior Management and Developers to Plan Project Activities, understand the Business Requirements and Testing Method.Assisted the clients and testing team by creating the Business Process Flow diagrams, Use Case diagrams using MS Visio and provided Power point presentations Enthusiastically participated in Creating Test Plan document with the Business and Technology; Documented and managed objectives, priorities, and deliverables and also was involved in creating Test Strategies to inform the managers and testing team about what approach is implemented and addressing to the key issues in the testing process.Helped the higher management by providing estimations on how much time will be required for each testing phase and also providing resource allocation that will be required for the project.Created the Test Scenario and Requirement Traceability Matrix which assists the testing team and senior management to analyze the scenarios and requirements respectively.Carried out different types of testing depending on the Business and Functional requirement to meet the Clients expectations by setting up the Test Environment and by using various tools such as HP Quality Center, MySQL, Oracle SQL Developer and MS Access, Bugzilla.These testing types includes: * Unit Testing * System Testing * Database Testing * UAT Testing * Functionality Testing * Regression Testing The Defect Analysis report facilitated the Clients and Developers as it contained a detailed information about the errors occurred.Actively participated on weekly Status and Defect calls with Business and Technology teams by providing them the current testing status and what defects occurred.Additional Responsibilities:  Motivated the team on completing the project by the release date, clearing colleagues doubts if any and effectively trained new hires on testing concepts, testing tools and provided them necessary banking domain knowledge Worked on project related documents explaining the testing procedure and also creating various excel and power point presentations for internal Audits to ensure Process compliance.Volunteered to handle Project Audits and Project documents and was involved in conducting various audits such as Integrated Quality Management System, Risk Control and Self-Assessment and Project Management Review for the team.Prepared and presented technical proposals for clients.Led design presentations to product management team of [Number].Troubleshooted and resolved web application issues escalated from customer support and other departments with a 100% success rate.Assisted in the monitoring and reporting on website traffic and performance.Assisted in the monitoring and reporting on website traffic and performance.Worked with clients to analyze computing and network needs and installed appropriate solutions within each organization's budget.Served as operating system expert, providing technical support for entire organization.Responsible for implementation of new mainframe development project.Developed and maintained accurate network documentation and Visio diagrams to provide management with proper understanding of organizational needs.Provided senior technical support to both in-house staff and user departments for all network applications.
Education and TrainingExpected inMay 2017totoMaster's:Information Technology and ManagementIllinois Institute of Technology-Chicago,ILGPA:GPA: 4.0Information Technology and Management Member of [Club Name] Club,[Number] GPAExpected in2014totoMaster's:Information ManagementWelingkar College, Mumbai University-Mumbai,MaharashtraGPA:Information Management[Number] GPAExpected intoto:-,GPA:GPA: 3.5Expected inJuly 2008totoBachelors of Science:Information TechnologyVidyavardhini College, Mumbai University-,GPA:GPA: 3.6Information Technology GPA: 3.6
SkillsQuality Analysis, Project Management, Strategic Planning, Testing and Implementation>>. The result is, Good Fit

Fit assessment: Good Fit