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: <<SummarySenior Software Engineer passionate about creating cutting-edge products for Enterprise level initiatives. Strong work ethic and dedicated to quality assurance. Adept at working with teams or independently in fast-paced settings. Proactive leader with strengths in communication and collaboration. Adept at managing concurrent objectives to promote efficiency and influence positive outcomes.
SkillsProgramming/ Scripting Languages: C/ C # (ASP.Net Framework)/ JavaScript/ SQL/ HTML/ CSS/JavaScript/ Bootstrap/ PythonTools : Visual Studio 2018, EclipseDatabases/ RDBMS : PL/ SQLOperating Systems : Windows 98/ NT/ 2000/ XP, MS- DOS, UNIXDB Client : SQL Developer 2000Experience working with the SVN repository and TFS.Technical SupportApplication LifeCycle ManagementWeb Application Development
Experience06/2018toCurrentSenior Software Engineer/ Senior AnalystBooz Allen Hamilton Inc.–Annapolis Junction (304 Sentinel Dr) - Non Client Site,MD,Programmed applications and tools using C#/ ASP.Net using MVC and Entity Framework with goals of code abstraction, stability and reuse.Used variety of technologies, including ASP.NET, MVC, HTML5, JavaScript and SQL Server to create new applications.Successfully worked on full- stack development of projects (with tight deadlines since they were COVID initiatives). This required having to deep dive into SQL and backend work, writing stored procedures, and SQL queries.Co- supervised a 6-person team, discussed project roadblocks to drive issue resolution and promoted use of best practices.Reviewed project requirements to identify customer expectations and resources needed to meet goals.Established and maintained key relationships with business stakeholders to promote future opportunities.Leveraged Agile methodologies to move development lifecycle rapidly through initial prototyping to enterprise-quality testing and final implementation.Resolved customer issues by establishing workarounds and solutions to debug and create defect fixes.Identified opportunities for process improvements to decrease in support calls.Updated software upon release of vendor patches to mitigate vulnerabilities.01/2014to05/2018Senior Lead IS Analyst/ Store Systems DeveloperCVS HEALTH CORPORATION–City,STATE,Handled all delegated tasks, including developing and building apps using C and C#. These apps greatly facilitated store employees in their day to day tasks of replenishing inventory.Made sure that code being implemented was to specifications and Business requirements. Assisted in regression testing and helped fix issues that came up in testing.Created agendas and communication materials for team meetings.Provided IT and software trouble-shooting support to rest of the organization.Developed and managed project plans while providing status updates to management.Developed validation test plans and test scenarios to prove correctness of the design.Performed Unit testing and assisted in thorough regression testing to cover any real-time issues that came up.Acted as a Business Analyst and effectively led discussions with the Business to get requirements and specifications.Worked on re- writing Apps to fetch data from SQL tables instead of Database files.Re- designed apps that are used by CVS systems to fetch data from SQL tables, resulting in better system performance and robustness.Was able to deliver SQL work with quick ramp up time.Performed regression testing, and assisting in quick turnaround for issues that come up in CVS stores.06/2012to01/2014Application DeveloperCVS HEALTH CORPORATION–City,STATE,Part of a team working on RF apps that are used by stores for their inventory and replenishment systems.Participated in design sessions, and assisted in designing various application programs using C.Helped design, develop and implement C # programs that are used for the front end of the RF guns used in stores.Helped coordinate Business requirements with my team to ensure requirements were accurately implemented.Helped in QA regression testing, to ensure end product met business standards and requirements.Proven record for quick ramp up time, when asked to implement SQL methodologies as part of revamp of RF guns.Proven record for quick ramp up time when implementing Java code for CCP applications.Proven record for quick turn- around time for issues reported by stores, have been able to effectively escalate issues where needed to get quick resolution, hence causing minimum loss to stores.
Education and TrainingExpected intotoMaster of Science:Computer EngineeringUniversity of Massachusetts-Lowell,GPA:Expected intotoBachelor of Science:Computer and Electrical EngineeringNagpur University-,GPA:Expected intoto:Northeastern University-Boston,MAGPA:Completed 1 semester as part of my MS program.Expected in2019totoCertificate in Driving Digital Innovation Through Experimentation.Certificate in Platform Strategy for Business.
ICAgile Certified Professional.:Boston University-,GPA:Expected in04/2021totoAmazon Web Services:Certified Cloud PractitionerAWS-,GPA:>>. The result is, Potential Fit

Fit assessment: Potential Fit