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: <<SummaryEIT certified Engineer and ASTQB Certified QA Professional with extensive Coding Experience in C#. Over 7+ years of experience in IT industry, involving software design, analysis, documentation and testing of different applications.Thorough quality assurance professional highly skilled in manual and automation testing.Partners successfully with project management and development team members to put out high-quality software for customers.Certified Scrum Master, efficient in working in agile environment.Experience in developing and maintaining Windows applications in .NET using C#.Experience with common design patterns and S.O.L.I.D. principles, test-driven development/TDD, agile development practices, code walkthrough.Engaging Quality Control Analyst with excellent collaboration and troubleshooting skills. Highly effective in working with clients, peers and cross QA teams.
SkillsTECHNICAL SKILLSC#.NET, SQL, Java, JavaScript, HTML, CSS, JavaScript, Python, R, Python, R, SSIS, Crystal Reports, SSRSSQL Management Studio, Visual Studio, Bugzilla, JIRA, Confluence, Tableau, HP ALM.Windows, IOS, Linux.Manual Testing and Automated Testing Frameworks like SeleniumDevOps, CI/CDSoftware Development Life CycleCertified Scrum MasterTime Management and PrioritizationDecision Making. Results and Deadline-DrivenSoftware Release and VersioningVerbal and Written CommunicationTest Procedure DocumentationCross-Functional Team Collaboration
ExperienceSoftware QA Lead,05/2022toCurrentGeneral Motors–Wfh_City,MI,Coordinate, task, train and evaluate subordinates in work policies and procedures.Analyze workflows and established priorities for daily operations and ensure that projects and tasks are QA complete on time.Lead on creating project QA plans and task breakdown.Convene and conduct daily Standup calls and help in solving any roadblocks in testing of different projects.Conduct retrospectives of any tasks/projects test plans and deadlines, coordinate and follow-up on action items.Collaborate with project sponsor/submitter on the creation and updating of product & feature documentation for QA to test effectively.Met with stakeholders to collaborate and resolve problems along with other teams.Review and approve project test plans and deadlines prior to implementation.Provide support to other teams in regards to testing and designed internal testing tools and frameworks so it can be easier to use for other teams.In collaboration with the Business Analyst, gather and ensure that requirements, functional specifications, and details are of sufficient clarity and quality and are suitable for QA work.Coordinate gathering of developer and QA effort estimates.Manage and define impact on QA regarding the scope and requirement changesIdentify gaps or weak spots in QA processes and procedures, analyze and propose solutions.Create and define test plan, test scenarios, and test cases.Verify and validate that all requirements and specifications are met in the developed software solution (including traceability matrix).Verify that all test cases pass and that any failures are sufficiently justified and logged.Ensure that developed software components are of sufficient quality and suitable for release.Perform manual exploratory testing and Automation testing of different projects.Assist in the isolation and determination of software failures (bugs/defect) and dependent conditions and steps and data to reproduce.Software Developer,05/2019to08/2022University Of California–Fresno,CA,Responsible for analysis, design, implementation, testing and maintenance of software development life-cycle (SDLC) projectsBeing part of the Quick Response Team, Responsible to check for any production issues reported in Bug Tracking tool like JIRA and find the resolution with a dayResponsible to Work and communicate with non technical clients to understand their requirements , analyze potential, solutions and translate requirements into designsDesigned, Developed and deployed scalable .NET library projects using C# within project schedules and deadlinesAssist and support SQA and PQA teams in deploying the code and testing in productionResponsible to accurately estimate development effort and assess impact and complexity of project tasksSupport and Maintain software programming applications and components by identifying and correcting defects using Visual Studio and C# Programming language.Enhanced existing systems by analyzing business objectives, preparing an action plan and identifying areas for modification and improvementCreated different component classes and interfaces using .Net Framework 3.5 with Object Oriented Programming Methodology and applying SOLID principlesDeveloped system designs in consideration of areas such as flexibility, maintainability, scalability and performanceInteracted with SQL server using queries, stored procedures and entity frameworkInvolved in the development and execution of unit test casesWorked together with team members to find better and more efficient approaches, enhancing the application and implementing coding standards.Designed, deployed, and maintained complex reports using SQL Server 2012 Reporting Services (SSRS) and Visual Studio 2012Maintain Users / Roles / Permissions, Security of the Reporting Server.Responsible to create Customized reports by Parameterized Queries, adding Filters, using Expressions, Calculations, Prompts, Summaries and FunctionsResponsible to Develop and Enhance existing stored procedures, views, functions, database objects to meet additional requirements of reports or new custom reports.Detailed Documentation of all the existing and new processes/requirement in confluence.Analyze, Create and Maintain custom reports using JavaScriptUsed SVN repository management tool to track and maintain code baseParticipated in code review meetings, providing input on bugs, inefficiencies and potential solutions to emergent issues.Delivered code to meet functional or technical specifications.As a member of the Scrum team participated in daily standup meetings, project status meetings as well as retrospective meetings and other review meetings.Sr. QA Engineer,05/2016to05/2019Abbvie, Inc–IA,State,Responsible for conducting functional and regression testing
of different Windows applicationsReviewed functional specifications and business requirements
to develop test plans, test cases, ensuring the quality and
stability of the system throughout the projectInvolved in pre testing activities like design review and
requirements inspections to identify ambiguity and
inconsistency in requirements as well as improve existing
company software systems/ServicesResponsible for communicating/discussing with other
departments of all software testing aspects; determine the
scope of testing, providing QA estimates, Meeting the
timelines and prioritizing the testing effortImplementing test cases using manual testing and writing
some automated tests in creation of detailed test plans and
scenarios for different applications per functional
requirements and business specificationsIdentified, analyzed, and documented defects utilizing Bugzilla
and JIRA as defect tracking systemsCreated tractability matrices making the bugs reproducible,
develop test Cases, bug reports and other test related
documents in ConfluenceResponsible for developing and Executing complex SQL
queries in SQL Server using Management Studio in order to
view success/failure status of the processed orders and to
validate that data during End-to-End testing stageResponsible to monitor and trouble shoot the test
environment for any issues and system compatibility checksExtensively work and define test scenarios, test data and test
cases for smoke testing and execute them during the
production releaseInvolved in system integration and user acceptance testing
(UAT) on later stages of SDLCProvided Data Integrity facilitating team with technical
guidance and support as needed with analyzing and
understanding of any production issuesCommunicated significant issues or bugs identified during
quality assurance activities and provides recommended
process improvements to Development teamWorked directly with cross-department management members
to educate, train, and aid in integration and roll out of new, requirements on existing and new applicationsAssisted other team members and project managers in testing
specific client related unique requirementsHelped to enforce test development standards in coordination
with senior management.
Education and TrainingMaster of Science:Electrical and Computer Engineering,Expected in01/2016toTEXAS TECH UNIVERSITY-,GPA:GPA: 3.5Bachelor of Engineering:Electronics Engineering,Expected in01/2014toANDHRA UNIVERSITY-,GPA:GPA: 3.8>>. The result is, Potential Fit

Fit assessment: Potential Fit