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 ProfileHighly motivated Sales Associate with extensive customer service and sales experience. Outgoing sales professional with track record of driving increased sales, improving buying experience and elevating company profile with target market.
QualificationsEclipse, Visual Studio, QTP, GIT, Jagacy Automation toolProgramming Languages    : C, C++, JAVA, C#Databases        : ORACLE 10g, MYSQL, IBM DB2, MongoDBTechnical Support        : Cloud Computing, Web Services, Docker, Hadoop.Operating systems        : Windows 10,8,7, XP, UNIX. HTML5, CSS, Javascript, AJAX. Good verbal, written and communication skillsAbility to deal with people diplomaticallyTeam co-ordination and LeadingOrganizing effective meetings and reviewsL2 issue management and Customer facingContinuous learning and process orientedInterpersonal and presentation skillsFlexible to adopt change.
Experience06/2014to06/2016Software EngineerJacobs Engineering Group Inc.–Virginia Beach,,IndiaDesign, build, debug, and test mainframe modernization tools (DB2-Tools).Automation testing using Jagacy framework, QTP, Selenium.Continuous integration using Jenkins.Product installation and configuration setup.Performance testing and application tuning.Documentation, reporting, and mentoring new team members.Technologies involved - C++, Java, RESTful Web Services, C#.Best Team Player -  2014.Above and Beyond Award" for building a JAVA based testing automation framework using Jagacy, ALM Open Test Architecture for legacy systems.Projects:
REV Framework: A generic reusable command line, easily adaptable framework across the MF and distributed platform, integrated with Rally (Agile Central): Team has come up with a frame work that could get distributed way of Continuous Integration close to Mainframe Product using tools such as: 
Jenkins - Continuous Integration, GitHub - Code Repository, Maven - Artifactory, Apache Velocity Framework, Rally Integration API
CA DB2 Tools: CA-DB2 tools suite is a complete solution for database management for DB2 on Z/OS.This suite has good market share and is among Forbes Global 2000.Object Framework Services (OFS) is a CA product which aids DBAs working on IBM DB2.This project deals with generating automatic DDL using an automatic generating engine written in C++.11/2013to04/2014Software Intern–Marion,,IndiaInvolved in the analysis, design, and development and testing phases of Software Development Lifecycle (SDLC) using agile development methodology.Developed Rest Web services to communicate with different systems and implement business logic from the response.Created a reporting user interface that pulls reports based on the user criteria using information in the database.Developed a RESTful web-service that collects the json-formatted data and stores it into a persistent database.06/2012toPresentOnline TutorGeneral Dynamics–City,,IndiaTeach students from different countries in C, C++, C#, Java, and Mathematics.Guide students in their academic projects and exams like SAT and ACT.
EducationExpected inMay'17totoMaster of Engineering:Computer ScienceUniversity of Cincinnati, OH-,GPA:Computer Science 3.9Expected inMay: 2013totoBachelor's Degree:Computer Science EngineeringKakatiya University (KU)-Warangal,GPA:Computer Science Engineering 3.8 Academic awards and Leadership:
*Microsoft Student Partner, June 2012-June 2013
*"Editor's Choice" award for app published in Windows App Store
SkillsAcademic, Agile, AJAX, Apache, API, Automation, C, C++, Interpersonal, CA, CSS, Databases, database, database management, Documentation, Eclipse, Editor, frame, HTML5, IBM, DB2, Java, Javascript, json, Leadership, logic, Mainframe, market, Mathematics, meetings, mentoring, C#, Windows, 2000, MongoDB, MYSQL, Operating systems, OS, ORACLE, Organizing, presentation skills, problem solving, Programming, QTP, reporting, SAT, SDLC, Software Development, Team Player, Technical Support, UNIX, user interface, Visual Studio, written, written and communication skills>>. The result is, Good Fit

Fit assessment: Good Fit