For the given job description <<X is Alphabets moonshot factory. We are a diverse group of inventors and entrepreneurs who build and launch technologies that aim to improve the lives of millions, even billions, of people. Our goal: 10x impact on the worlds most intractable problems, not just 10% improvement. We approach projects that have the aspiration and riskiness of research with the speed and ambition of a startup.
About The Team
Tidal is a team at X working on a moonshot to protect the ocean and preserve its ability to support life and help feed humanity, sustainably. Our initial area of focus is on developing hardware and software technologies that bring greater visibility and understanding of whats happening under the water. Learn more about Project Tidal .
About The Role
As an Applied Machine Learning Software Engineer at Tidal, you will be working alongside other software engineers, perception experts, and research scientists to develop and deploy state-of-the-art methods to create a platform leveraging perception and machine learning to solve humanitys biggest problems  from food production to renewable energy to climate change  by sustainably utilizing the ocean.
Your role will be to enable developers to run ML workflows smoothly and efficiently. You will develop sustainable, scalable solutions to ensure the reliability and performance of these ML workflows, improve engineer productivity and ultimately help advance our Perception and ML Platform. If you love getting tech to work on challenging, real world problems, please apply!
How You Will Make 10X Impact
Work with our customers to understand the problem space, run experiments, collect data, and design novel and breakthrough ML solutions Profile ML performance at both model level and system level, identify performance bottlenecks and optimization opportunitiesImprove and streamline large-scale machine learning workflows for training and inference by analyzing, understanding, and fixing bottlenecksEnable better component-wise testing of training workflowsAutomate data uploadprocessingtrainingevaluatingdeployingoptimizing pipelines and develop monitoring and notification tooling to track statistics of the pipelines, improving debuggability and introspection into these complex workflowsRespond to and resolve emergent problems in production; test ML training pipelines; write software and build automation to prevent problem recurrenceKeep track of major changes and trends in infrastructure and enable adoption of new frameworks and systems without significant impact on development workEngage in capacity planning, quota management, and demand forecasting for ML workflowsCollaborate with stakeholder teams to implement and evolve large-scale Machine Learning infrastructure
What You Should Have
BS degree in Computer Science or a related field, or equivalent practical experienceStrong programming skills in Python andor C++Expertise in data structures, algorithms and complexity analysis.Experience designing, analyzing, and troubleshooting large-scale distributed systems, especially enterprise cloud services (e.g., GCP, AWS)Experience with ML platforms, solutions, and infrastructure deployed to solve real world problems
Itd Be Great If You Also Had These
Experience with C++ andor GoExperience with TensorFlow or PytorchExperience with SQL or similar, and parallel data processing pipelines (e.g. Flume, Apache Beam)Expertise in architecting and deploying machine learning pipelines at scaleExpertise in getting ML models into productionFamiliarity with state-of-the-art ML models for perceptioncomputer vision tasksCustomer-facing experience creating software solutionsMS or PhD degree in Computer Science or a related field, or equivalent practical experience>> the resume: <<SummaryFull stack Software Engineer with 8+ years of experience in software industry. Professional, creative, responsible with proven analytical skills and knowledge of Microsoft .Net platform and PHP. Passionate about new technologies and software development. Fast learner, focused, problem solver, great Team Player, and lover of good software development practices including Systems Development Life Cycle (SDLC).
HighlightsC#, PHP.Technologies/Services: ASP.NET, ASP.NET MVC, ASP.NET Web API, EF, ADO.NET, T-SQL, .NET Framework, LINQ, Razor, Hangfire, SignalR, HTML, HTML5, XML, CSS, CSS3, JSON, AJAX, jQuery, AngularJS, Bootstrap, SOAP, REST, Alfresco ECM, Alfresco Activiti BPM, Alfresco OCR, OCR, Tesseract, AWS S3, AWS EC2, CodeIgniter, Composer, Google Maps API, Apache Web Server, Apache Tomcat, PL/pgSQL, LaTeX.Databases: MS SQL Server, PostgreSQL, MySQL.Source Code Control: SVN, GIT.Project Management Tool: Redmine, Gforge.IDEs: Visual Studio, PhpStorm, Netbeans, Intellij Idea, Zend Studio.Operating Systems: Microsoft Windows, GNU/Linux.Methodologies & Standards: Scrum, RUP, XP, DIRKS, ISAD (G), ISO 15489.
ExperienceSoftware Developer,04/2016-09/2016–Peoria,,EcuadorModeled process using BPM, workflows for a Help Desk Module in Alfresco Activiti BPM.Designed and created de Alfresco Content Model for the Help Desk Module.Developed using XML, Javascript, Alfresco REST Web Services, jQuery, Bootstrap and Freemarker the workflows modeled.Integrated Alfresco ECM with Microsoft Office and WebDav protocol.Software .Net Developer,01/2015-04/2016–City,,EcuadorDeveloped using C#, ASP.NET MVC, ASP.NET Web API, ADO.NET .NET Framework, EF, LINQ, SQL Server, Hangfire, SignalR, MS SQL Server, T-SQL, AngularJS, jQuery, HTML5, CSS3, and MySQL a large-scale parking system from scratch.Rewrote and redesigned a poorly parking system implemented in Node.js.Rewrote the entire backend in C# and the frontend in ASP.NET MVC, ASP.NET Web API, AngularJS, jQuery, JavaScript, and Bootstrap to be more user friendly.Developed using Hangfire to perform with .NET job scheduling, and SignalR to create a real-time application which allowed bi-directional communication between server and client.Created a sync job which listened to the records of a sensor in a MySQL database and synchronized them in a MS SQL Server database and showed real-time results in a dashboard.Developed using PHP, JasperReports for PHP REST Web Service API, MySQL, AngularJS, jQuery, HTML5, CSS3 and, Bootstrap a Report Module to integrate it into a police management system.Coded using PL/pgSQL several queries to compare and recover millions of damaged records.Software Engineer and Professor,09/2008-11/2014Newport Group–City,,CubaDeveloped using PHP5, HTML, CSS, JavaScript, Drupal, jQuery, AJAX, JSON, MySQL and, XML-RPC an Intranet.Developed using Alfresco ECM, Alfresco REST API, PHP, XML, HTML, CSS, JavaScript, CodeIgniter, jQuery, PostgreSQL and, Lucene the modules File Sharing and Audit Log for a Document Management System.Integrated Alfresco ECM with OpenOffice.org.Developed using PHP, HTML5, CSS3, JavaScript, jQuery, AJAX, JSON, and, PostgreSQL the Dashboard and Report Management modules.Developed using Alfresco ECM, Activiti, REST Web Services, Freemarker, HTML, CSS3, LESS CSS, JavaScript, jQuery, AJAX, JSON PostgreSQL and, Lucene the modules Records Management, Classification Table Management, Task Management, Data List, Dashboard and, Project Files Management for different versions of a Document Management System.Performed Requirements Specification, Analysis and Design, and Test Case Design.Customized using Freemarker, Bootstrap, LESS CSS, XML and, JavaScript a Theme for Alfresco Share.Coded using XML, Content Models for Alfresco ECM.Interacted with clients to identify Business Requirements.Provided training courses for clients.Products and projects:
Product: Document Management System eXcriba v3.0 (2013-2014, Patent 2127-7-2014).Client: Development Centers of University of Informatics Sciences, Havana Cuba.Product: Quipus, Document Management System v1.0 (2012-2013, Patent 196-2012).Client: General Archive of the Nation of Venezuela.Product: Document Management System AvilaDOC (2009-2010).Client: Ministry of Interior and Justice of Venezuela.Product: Document Management System eXcriba v1.0 (2008-2010, Patent 2868-2010), v2.0 (2010-2011, Patent 2378-2011).Client: Development Centers of University of Informatics Sciences, Havana Cuba.Client: General Customs of the Republic of Cuba.Client: Ministry of Informatics and Communications of Cuba.
EducationBS:Computer Science,Expected in2008-University of Informatics Sciences-Havana,GPA:Status-Computer ScienceDegree:Accounting,Expected in2003-Higher Pedagogical Institute-,GuantanamoGPA:Status-Accounting
Skills.NET, ASP.NET, ADO, AJAX, Apache, Apache Web Server, API, bi, Content, CSS, CSS3, Client, clients, Databases, database, Document Management, Drupal, English, XML, Help Desk, HTML, HTML5, PHP, PHP5, ISO, JavaScript, jQuery, JSON, Linux, C#, Microsoft Office, Microsoft Windows, MVC, MySQL, Composer, OCR, Operating Systems, PL, police, PostgreSQL, Programming, Project Management, real-time, RUP, scheduling, Scrum, SOAP, Software Engineering, Spanish, Specification, MS SQL Server, SQL Server, System v1.0, Tomcat, T-SQL, Visual Studio>>. The result is, 

Fit assessment: Good Fit