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: <<SummarySkilled and technically qualified Java
developer with 7+ years of IT industry experience, building web, stand-alone and mobile applications.Adept at designing and developing both front-end and back-end systems with on demand technologies while implementing web services using Java, Spring, Hibernate, REST, SOAP, AWS, jQuery, AJAX, JSON and XML.Competent at  understanding requirements and converting
it to solutions in an Agile (Scrum) project development environment, while utilizing Application Security principles.
SkillsLanguages:
Java, JavaScript, Android, PythonWeb: Java EE, Servlets,
JSP, JSF, JavaScript, jQuery, AJAX, HTML5, CSS3, Bootstrap, AngularJSWeb Services: REST,
SOAP, JSON, XML, JMS, Google Map API, Twitter API, AWS, Cloud FoundryWeb/App Servers:
Tomcat, Glassfish, PivotalFrameworks: Spring, Hibernate, Swing, JSF, JDBC, JPA, GJTAPI, JMAPI, JSAPI, IVR, DTMFDatabases:
MySQL, NoSQL, MongoDB, HbaseBig Data: MR,
HDFS, Spark, Sqoop, Flume, Pig, HiveDesign Patterns:
Singleton, Prototype, Facade, Factory, MVC and other Java Design PatternsSDLC: Agile (Scrum, DSDM,
XP), SSADM, USDP and othersTools: Maven, Git, Eclipse, IntelliJ, Android Studio, UML ToolsPlatforms:
Windows, Linux, Cloudera, BackTrack, AndroidNetworks & Security: Vulnerability
Assessment, Penetration Testing, CCNA, CCNA Security
Professional ExperienceJava Software Engineer,08/2017-CurrentWells Fargo Bank–Brisbane,CA,Collaborated with team members to create and integrate high availability solutions for mission-critical applications.Assisted customers in resolving defects in the most effective manner.Prepared and presented design and technical proposals for clients.Project:Precision Dispatch System (PDS)Technologies used:Java, Swing, JMS, CORBA, SMI, XML, XSL, Oracle, Log4j, MVC, Git, Github, Eclipse, Rally, Confluence.Software Developer,02/2015-06/2016Smart Software Solutions, Inc–Austin,TX,Successfully developed and supported projects across the entire software lifecycle.Collected requirements from the clients and transformed it into business solutions.Provided innovative solutions and technologies for solving client requirements.Worked with Private and Government clients to provide par solutions to their business needs.Projects:Tourist Tracking System, Voice Mail System, Inventory Management SystemTechnologies used:Java, Spring, Hibernate, JSP, Android, Swing, Java Telephony API, Speech Synthesizer, DTMF, IVR, Google Map API, Geo-location, MySQL.Software Developer,10/2012-01/2015Smart Software Solutions, Inc–Sioux Falls,SD,Cooperated with other project partners to create application's system analysis based on client specifications.Integrated dynamic solution using futuristic technology like Augmented Reality in mobile application to address issues of students.Created and implemented HRMS software with modules for staff monitoring, administration, RFID attendance and report generation.Projects:AR Location Guide, Human Resource Management System (HRMS)Technologies used:Java, Augmented Reality, JEE, JSP, Spring MVC, Hibernate JavaScript, Ajax, jQuery, HTML, CSS, XML, MySQL, WireShark, Nmap, VA/PT, Windows, Linux.Network Support Engineer,04/2006-11/2008Interactive Brokers Llc–Washington,DC,Worked for three years installing,
configuring, maintaining and troubleshooting clients and ISP network
infrastructure.Actively participated in research and
development of new tools and techniques to use in the company.Technologies Used: CISCO,
Juniper, UBNT, Routers, Switches, ASA, ACL, DMZ, Linux, GNS, CACTI, MRTG.
Education and TrainingMaster of Science:Computer Science,Expected in-Maharishi University Of Management-Fairfield,IAGPA:Status-3.77GPA, expected completion 4/2019B.Sc (Hons):Computer Networking and IT Security,Expected in2012-London Metropolitan University-,GPA:Status-3.87GPA>>. The result is, Good Fit

Fit assessment: Good Fit