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 SummaryTalented leader and attorney by trade with analytical approach to business planning and day-to-day problem-solving. Industrious and enthusiastic Senior Software Products Manager offering 7+ years of FinTech experience. Proven to consistently meet objectives and annual reviews have resulted in Leading Performer assessments. Skillfully work with all team members to enhance performance and improve product offering.
SkillsCollaborative Leader by ExampleEmotionally IntelligentDetail-oriented & OrganizedStrong CommunicatorProblem SolverCritical ThinkerContentContinuous improvementClientDetail-orientedDirectionDocumentationExecutive ManagementFeaturesFinancialGoal settingLeadershipLegalDirectorManagingMarket researchMarketMentoringCommunicatorPersonnelProblem SolverStrategyStrategicTeam managementValidation
Work History07/2018toCurrentDIRECTOR OF INTEGRATED SOFTWARE PRODUCTSSun Life Financial|Walnut Creek,CA,Lead a team of 21 business analysts, software engineers, and managers responsible for defining product requirements, implementing changes, validating updates, and deploying software updates to AWS cloud.Provides strategic guidance and direction to the Integrations Manager responsible for all integration and partner support efforts.Supports planning and prioritization of integration initiatives and projects by focusing on high-revenue and strategic relationship opportunities and coordinating with Director of Partner Executive Management.Drives continuous improvement in integration methodologies with the goal of achieving a self-service integration strategy.Defines and ensures execution of a corporate-level product strategy and product roadmap for all software products while ensuring software solutions comply with federal laws and regulations and industry best practices.Responsible for planning and prioritization of all product features, defects, and optimizations, while managing multiple work streams simultaneously.Develops, mentors, and motivates team members and managers while promoting and demonstrating company values and culture.07/2016to07/2018Software Products Manager & CounselCompliance Systems LLC|City,STATE,Led a small team to create a new web-based transaction level application and delivering it to market; product was successfully launched in 2017 and has since become the company's go forward product offering.Served as owner of our company's proprietary data schema with the objective to maintain the integrity of the schema, including its structure and metadata, to drive compliant, warranted functionality that satisfies market needs and industry best practices.Defined product requirements and provided third-level support for escalated client and integration issue validation and triage.03/2015to07/2016Deposit/IRA ProductS Manager & CounselCompliance Systems LLC|City,STATE,Led a team of business analysts and attorneys responsible for maintaining compliance of the Deposit/IRA products.Developed the product roadmap based on upcoming regulatory changes and client feedback.Drove the day-to-day tactical planning and coordination of team priorities.Ensured product changes were developed, implemented, and tested to meet client expectations and were delivered in a timely, bug free manner.Provided team management and leadership, including on-boarding, goal setting, personnel development planning and mentoring team members.10/2013to03/2015Business Analyst & CounselCompliance Systems LLC|City,STATE,Analyzed the Consumer Financial Protection Bureau's 1,800-page TILARESPA regulation to draft requirements for, product test, and deliver a dynamic software-driven consumer mortgage solution to market.Performed legal and market research to ensure Lending and Deposit/IRA content complied with federal and state laws and regulations and that it created enforceable legal instruments.Implemented product enhancements that met or exceeded market needs.Defined product functionality, including language, data, and software functionality, product/release documentation, and all business rules required by the market.Identified and created all required data, including its structure and metadata, to drive compliant, warranted functionality of products.Conducted product testing and review to evaluate changes and ensure development work conformed to the product requirements defined.08/2012to02/2013Team LeadPromontory Financial Group LLC|City,STATE,Led a team of legal analysts in conducting a detailed review of residential foreclosure actions mandated by the OCC.Researched state-specific and federal legal standards of the mortgage industry to validate strict compliance with mandated regulations.Identified/analyzed legal issues and supplied findings and solutions.
EducationExpected in05/2012totoJuris Doctor|Quinnipiac University School of Law,Hamden,CTGPA:Expected intotoBachelors of Arts|International RelationsMichigan State University,East Lansing,MIGPA:Cum laude 05/2009
SkillsContent, continuous improvement, client, Detail-oriented, direction, documentation, Executive Management, features, Financial, goal setting, leadership, legal, Director, managing, market research, market, mentoring, Communicator, personnel, Problem Solver, strategy, strategic, team management, validation>>. The result is, Good Fit

Fit assessment: Good Fit