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 SummaryMotivated Senior Software Engineer highly effective at developing new programs and fixing problems with existing systems in robust code for high- volume businesses. Strong decision-maker with6 yearsof experience in software engineering and application development. Effective coach and mentor and committed to leading exceptionally gifted teams. Proven history of developing useful, efficient and cost-effective projects. .
SkillsRuby 2.x.x, SQLRails 4.x, 5.xHtml, Css, JavaScript, Ajax, Bootstrap, Semantic UI, React 16.8Rspec, CapybaraDocker, Azure DevOps, Bamboo, Git, BitbucketPostgreSQL, MySQL, Microsoft SQL Server,Apache2.0, NginxUnix shell script, Linux
EducationUniversity Of Central MissouriWarrensburg, MO,Expected in12/2015––Master of Science:Computer Science-GPA:Jawaharlal Nehru Technological UniversityHyderabad,Expected in04/2013––Bachelor of Science:Electrical, Electronics And Communications Engineering-GPA:
Work HistoryCommscope-Software EngineerRichardson,TX,01/2021-CurrentOrchestrated efficient large-scale software deployments, including testing features and correcting code.Reviewed project specifications and designed technology solutions that met or exceeded performance expectations.Apply advanced troubleshooting techniques to provide unique solutions to our customer’s individual needsInstalled and configured software applications and tested solutions for functionality.Learn and use groundbreaking technologies such as MySql / ElasticSearch / Redis / Cassandra / MongoDB / Kafka / Spark / Databricks / Fivetran, etc.Leverage your extensive customer support experience to provide feedback to internal Punchh teams on how to improve our platformWork on critical, highly complex problems that may span across multiple programming languages and databases technologiesImprove system performance, scalability and high availabilityResearched, designed and implemented scalable applications for data extraction, analysis, retrieval and indexing.Interfaced with cross-functional team of business analysts, developers and technical support professionals to determine comprehensive list of requirement specifications for new applications.Commscope-Software EngineerCatawba,NC,02/2017-12/2020Delivered and maintained scalable system to support high-availability Bond management Application with various SPA applications.Having experience in writing clean code by implementing clean architecture an architectural pattern that can alleviate most of the pain, and a few design patterns that can take care of rest. The basic premise is to separate the Web layer from any business logic and separate business logic from database and remote access.Developed and tested many features in an AGILE environment using Ruby on Rails,HTML5,CSS,JavaScript,React, Bootstrap.Configured routes between React JS and Rails to render the templates from the server-side. Used React JS with Redux to separate data and presentation layer. Utilized Redux stores to handle the states.Used JavaScript,jQueryfor user interactions in pages. Creating a responsive web application integratingTwitter BootstrapandReactand media queries. Involved in design with database developers and business and created various Database objects such as tables, functions, stored procedures, database triggers and Indices as per business requirements.Implemented design and development ofschedule jobsfor auto-renewing bonds and processing payment information to Lawson usingdelayed Job active recordanddelayed job recurringgems.CreatedRestful http servicesto interact with UI and Handled caching for API's.Had build automated deployment process using Azure DevOps.Automated and implemented backup and recovery procedures for Azure build pipelines system that resulted in Deployment process.Monitored automated build and continuous software integration process to drive build/release failure resolution.Pinpoint and solve Ruby application performance issues down to the line of code usingNew Relic APM.Assist in developing test plans, conducting system tests, documenting and analyzing performance data.Development is managed using agile Kanban development methodology delivering releases to UAT and staging each four-week period.Interactive in providing change requests, trouble reports and requirements collection with the client.Manage, collaborate, and coordinate the work of an off-shore development team. Planned and carried out daily scrums, weekly estimations and retrospectives and pair programming.Commscope-Software EngineerClaremont,NC,09/2015-02/2017Collaborated with cross-functional development team members to analyze potential system solutions based on evolving client requirements.Responsible for writing code in TDD and Object Oriented Programming supported by Ruby on rails in Agile SCRUM environment.Researched, designed and implemented scalable applications for information identification, extraction, analysis, retrieval and indexing.Created controllers, helpers, models, views, and partials in the application withHTML5, CSS3standards and also implemented services, domains and storage layers usingRuby, Rails.Implemented the searching of restaurant using theGoogle PlacesAPI and Googleanalyticsto keep track of website traffic.Implementedfacebook loginusing Oauth,and also addedfacebook tab pageto access application in end user own facebook page.Involved inDatabase Migrationusing Active Records Action Controller, Active Resources, Fixtures and Action View in Rails.Implemented the Text message ordering, in order to process previous order from mobile text, usingTwillioApi service.Integrated payment gateway (Payeezy) toClovermenuapplication to process transactions.Implemented application dashbaord to keep track of monthly data usingHighcharts Plugin.Implemented sorting, auto completer (typo ahead) and paginations functionality for entire application.Collaborated with Product Management and User Experience experts regarding product definition, schedule, scope and project-related decisions.Used Rails finder methods, filters, implemented soft deletes and model scopes in the application.Implemented user interface guidelines and standards throughout the development and maintenance of the website using theHTML5, CSS3, Bootstrap, JavaScript, React , Ajax and Jquery.Altair-Systems EngineerRaymond,OH,05/2013-05/2014Worked closely with customers, internal staff and other stakeholders to determine planning, implementation and integration of system-oriented projects.Monitored and tested application performance to identify potential bottlenecks, develop solutions, and collaborate with developers on solution implementation.Escalated project-related issues quickly to team lead and supported solutions. Provided 2nd and 3rd level technical support and troubleshooting to internal and external clients.Managed use of various types of databases and configured, installed and upgraded new ones.>>. The result is, Good Fit

Fit assessment: Good Fit