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: <<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.
SkillsVisual Basic Oracle SQL PSS®E PowerWorld Simulator PI ProcessBook MATLAB PSpice Maple 11 ETAP SKM Revit
  MEP SolidWorks AutoCAD Microsoft Office
Professional ExperienceARC Engineer,06/2012-PresentEnersys–Kansas City,MO,Participate in three year employee rotation program for varying experience between three core PJM departments including Markets, Operations, and Planning Aided in the implementation and go-live of Performance Based Regulation including the addition of a fast-following dynamic regulation signal Worked with real time market group to verify five minute LMP pricing and investigate system issues based on price fluctuations Responsible for communicating new system implementations for Performance Based Regulation throughout the company Lead coordination effort of information tracking of new generation resources between the executive team and Infrastructure Planning department Developed general tools and applications using Visual Basic for analyzing operational and markets data Additional rotation departments include: Member Relations, Settlements, NERC/CIP Compliance, Corporate Information Security, and Legal.Electrical Power Engineer,03/2011-06/2012Leagold Mng Corp. J–Brawley,CA,Proficient in the use of SKM Power Tools, Electrical Transient Analyzer Program (ETAP), and MATLAB Power Systems Simulink for calculating power system parameters including, but not limited to: short circuit calculations, load flow, voltage regulation, motor starting and flicker assessments, and power quality and harmonics Performed company's first large scale harmonics study for a site consisting of 200 MVA of utility source and 180 MVA of onsite generation with voltages ranging from 120 volts through 35,000 volts Strong experience with federal government projects Familiarity with the mission critical building construction including design/build experience Trained in Autodesk Revit MEP for power system equipment modeling.Transmission Planner,03/2010-09/2011PECO–City,STATE,Base Case Model Development and Power Flow Studies in PSS/E Developed Excel macro and user interface to create PSS/E contingency automation files Enhanced Excel spreadsheet to estimate the power factor at distribution buses using PI data Reviewed type AB and C contingency files on a per substation basis Drafted project diagrams for transmission system projects using AutoCAD Used Virtual Data Base Editor to map system data for new XA/21 system used by dispatchers.Dispatch Engineer,03/2009-12/2009PJM Interconnection–City,STATE,Responsible for providing evidence to comply with government standards using Dispatch tools such as Energy Management System (EMS), eDart, Reliability Coordinator Information System (RCIS), and Unit Dispatch System (UDS) In charge of weekly meetings to review government standards in preparation for company audit Ran load studies on EMS in PJM's Dispatch while shadowing dispatchers during daily shifts Researched events for generator markets Trained in Dispatching and practices of PJM as a Balancing Authority, Transmission Operator, and Reliability Coordinator Produced daily and monthly operation reports for meetings with PJM's member transmission and generation companies.Connector Design Engineer,06/2008-09/2008Micro–City,STATE,Developed an inspection procedure for a key component of panel mounted connectors which was implemented company-wide and utilized as a standard method Trained in SolidWorks to draft cable assemblies and designing connectors for coaxial lines Trained in CST Microwave Studio to design and test electrical properties of coaxial connectors such as TDR and VSWR Performed calculations to test impedance, capacitance, and inductance of assemblies Used stack-up tolerences to hold connector specifications to Military Standards Determined phase of microwave signals as they propogate through the connectors using pico-second calculations to prevent the waves from adding destructively.Manufacturer & Tester,06/2007-05/2008Micro-Coax–City,STATE,Efficiently worked as part of a small team to produce cable assemblies for IED Jamming units; achieved lowest rate of failure during production.Implemented VNA diagnostic systems to test the VSWR of cable assemblies.Effectively trained 10 new employees in the process of manufacturing cable assemblies.
Education and TrainingMaster of Science:Electrical Engineering,Expected inJune, 2015-Drexel University-Philadelphia,PAGPA:Status-Electrical EngineeringBachelor of Science:Electrical Engineering Business Administration,Expected inJune, 2012--,GPA:GPA: 3.6Status-Electrical Engineering Business Administration GPA: 3.6Graduate Certificate:Engineering Management,Expected in-Drexel University-Philadelphia,PAGPA:GPA: 4.0Status-Engineering Management GPA: 4.0
Skillsgo-live, AutoCAD, automation, C, cable, Data Base, designing, Dispatching, Editor, Energy Management, fast, government, Information Security, inspection, Legal, Maple, market, MATLAB, meetings, Excel, Microsoft Office, Microwave, modeling, Oracle SQL, Power Tools, pricing, PSpice, quality, real time, Revit, Settlements, SolidWorks, spreadsheet, Transmission, type, user interface, Visual Basic, XA>>. The result is, No Fit

Fit assessment: No Fit