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: <<SummaryProficient Front End Developer effective at developing strong UI that achieve customer objectives. Well-versed in using React, GraphQL, JavaScript, Java as well as other resources to accomplish design requirements. Adaptable Software Engineer ready to support operations from conception through post-release support. Skilled creator of efficient code and exciting user experiences. Eager to elevate ongoing development projects or create novel software solutions geared towards driving increased usership.
SkillsReact, Javascript, GraphQL, JSON, MySQLJIRADesign and developmentUI/UXTesting and debuggingAgileInterface design and implementation
Experience09/2019toCurrentSoftware Engineer Front EndCapital One|Lakeside,VA,Working on the leading network monitoring platform to improve usability and look and feel.Worked in many different product areas, implementing UI designs in React, JavaScript, CSS, and SQL.Worked on adding new field in the schema with GraphQL and fixing few bugs in the same area.Comfortable in using the Docker to test or peer review code.Worked in developing or automating workflow for monitoring cloud based devices.Developed user interfaces and display formats per customer requests and client-provided parameters.Participated in team meetings and provided input on deadlines, designs and enhancements.Implemented and tested enhancement feature requests to improve product functionality and extend performance.Worked closely with development team members to identify and remove software bugs.Collaborated closely with team members to keep projects on track and meet anticipated deadlines.Participate in code reviews, testing functionality and writing tests to help improve the velocity of the team.10/2015to06/2018Software DeveloperPerspecta Inc.|Bethesda,MD,Worked with Data visualization tools like amCharts and other JavaScript libraries to display the data in charts for end user to view real time data in a comprehensive way.Created and implemented new reports to render the data for clients to view and use in their presentations.Design and development of mobile coupons and customer sign up forms for dynamic content rendering based on clients.Envisioned and designed the UI for development portal to help new or existing clients understand the various API calls used in application.Implemented accessibility guidelines for mobile coupons and sign up forms.Reviewed project specifications and devised solutions for use across multiple websites, saving both time and money.Coded user-customizable applications to convert raw data from design engine to easily understandable graphical formats.Identified UX pain points and provide knowledgeable recommendations for implementing unified user experience.Redesigned sites to enhance navigation and improve visual appeal.Tested all software prior to applications going live to alleviate bugs and troubleshoot issues.Resolved customer issues by establishing workarounds and solutions and by debugging and creating defect fixes.Drafted technical documents like user manuals, implementation documentation and support base entries.Translated concepts into user flows, wireframes, mockups and prototypes to promote positive intuitive designs, site interactions and user experiences.Created landing pages, dashboards and web applications using JavScript and Java programming languages.02/2012to09/2013Senior Systems EngineerNorthwest Bancorp, Inc.|West Chester,PA,Identified website issues through effective troubleshooting, testing and remediation before deployment.Redesigned sites to enhance navigation and improve visual appeal.Analyzed, designed and documented the module developed using Finacle E- Banking Architecture, which is based on MVC Pattern.Need to segregate logs based on the clone id, so that server can be identified when error (or exception) is thrown.Clone id is generated as part of session id, which needs to be stored in a table along with other server details.Design the table where the details will be stored.Code utility classes to retrieve the clone id and insert into the table.Worked in module to create and maintain Payee's for the customers so that they can pay their bills online using the bank application.Involved in coding the functionality and implement the required validations and adhering to the various framework compliance.Worked on ant and various other tools like FileZilla (to transfer files) and firebug to debug UI issues.Implemented unit and integration testing protocols to consistently deliver high quality, functional features with minimal defects.Worked closely with other development team members to identify and remove software bugs.12/2009to02/2012IT ConsultantAts|Water Valley,MS,Worked in an application, based on Struts and MVC Pattern, which was a payment processing system aimed at payments with a risk of High Value Payments.Involved in coding, testing and maintenance of a Customer Repository component.Developed and altered applications to meet changing market trends and individual customer demands.Validated code for proper structuring, security and compatibility with different browsers, devices or operating systems.Functional Knowledge: Fed payments.Thorough understanding of the functionality.Involved extensively in fixing issues throughout all the modules in application after the delivery of product.Database: Object Model and Data Repository is used which provides a Database Mapping layer to its relational database.Tested all software prior to applications going live to alleviate bugs and troubleshoot issues.Instrumented and modified unit and integration tests to improve software quality and reliability.
Education and TrainingExpected in2009totoBachelor of Science|Computer ScienceSASTRA University,Tanjore India,GPA:>>. The result is, Good Fit

Fit assessment: Good Fit