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 SummaryOver 10 years of combined experience in the financial, automotive, physical security and technology industries delivering effective customer service and system/organizational improvements. A member of the United States Navy with a Secret security clearance that has a unique blend of managerial and hands-on experience. Looking to obtain a dynamic, challenging entry level position in the IT field where I can use my attention to detail to troubleshoot and problem solve in order to execute mission completeness.
Professional HighlightsTime managementFile/records maintenanceMulti-task managementEffective problem solvingReports generation and analysisMicrosoft Office Suite/CRM SoftwareInterpersonal communicationTraining and development
Professional ExperienceSoftware Upgrade Coordinator/Specialist,10/2006to04/2007Rusnak Auto Group–Anaheim Hills,CA,Collaborated with team members to create and integrate high availability solutions for mission-critical applicationsPerformed remote software installations/upgrades using Microsoft Remote Access Server (pcAnywhere)Provided efficient solutions using upgrade checklist to ensure compliance with standard operating procedureCruise Consultant,11/2011to09/2012Glanbia Plc–Twin Falls,ID,Managed customer accounts and payments using Salesforce.Delivered high customer services by resolving customer issues quickly and efficiently.Fielded an average of 100 customer service calls per day that lead to a 95% customer retention and satisfaction rates.Internet Sales Consultant,08/2008to05/2013Securitas Security Services Usa, Inc.–Cranbury,NJ,Managed over 750 client accounts, updated customer database using iMagic Lab (CRM) and provided exceptional customer service.Researched and created reports identifying market sales trends which led to 15% overall sales increase.Remedied customer challenges by providing relevant products and services.Accounting Assistant II,06/2014to01/2015Baltimore City Department Of Finance–City,STATE,Prepared financial statements and reports that assessed debt owed to the City of Baltimore as per standard accounting procedure.Engaged vendors, departmental personnel, grant recipients and others to obtain and provide information and resolve disagreements.Reconciled and maintained records, ledgers, and journals that lead to decreased debt owed to the city by 33%.Assisted the City of Baltimore's Bureau of Revenue Collections Department with processing account receivable payments.Conducted data analysis to identified outstanding debt owed to the City of Baltimore.Bike Patrol Officer,07/2015to11/2015New Age Protection Inc.–City,STATE,Secured premises and personnel by patrolling property, inspecting buildings and access points.Aided in the prevention of vandalism, theft, malicious mischief, trespass of facilities.Reported any unusual incidents or hazardous conditions and provided written reports covering all incidents at the end of each to shift.Maintained a secure environment ensuring public safety while on patrol.Funeral Honors Coordinator/DTS & NROWS Clerk/APC,12/2015to09/2018United States Navy–City,STATE,Successfully coordinated & scheduled 818 military funeral services for 3,272 man hours resulting in the most completed services in the Naval DistrictWashington (NDW) Region.Provided on and offsite funeral honors service training for 108 Active Duty & Reserve members for 145 man hours.Supervised 54 fully qualified honor guard team members.Prepared monthly reports for the Command Triad (leadership).Managed 950 Reserve Component accounts ensuring Sailors maintain mobilization readiness and annual training.Processed over 1000 travel vouchers for Sailors totally in more than $1.5 million in liquidated funds.Monitored and controlled access into installation by verifying identification of authorized personnel.Operated and ensured the proper administration control of equipment designed for management of property, deliveries, packages, and controlled/prohibited items.Conducted physical security checks using anti-terrorism and force protection measures ensuring the installation's utmost safety.
Education and TrainingMachinist Mate "A" School:Engineering,Expected in2015toNaval Station Great Lakes-Great Lakes,ILGPA:Associate of Arts:Business Administration,Expected in2006toMontgomery College - Rockville-Rockville,MDGPA:
SkillsTime managementFile/records maintenanceMulti-task managementEffective problem solvingReports generation and analysisMicrosoft Office Suite/CRM SoftwareInterpersonal communicationTraining and development>>. The result is, Good Fit

Fit assessment: Good Fit