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: <<SummarySoftware Developer with overall 3+ years of experience in the development of Web & Enterprise
applications using Java, JavaScript, HTML, CSS and J2EE technologies
SkillsJava 7, Python, Matlab          PL/SQL, MongoDB, MySQL, SQLiteHTML 5, CSS 3, JavaScript, JQuery,      Backbone.js, MVC, SpringPHP, Ajax, JSON, Angular          HibernateEclipse, Visual Studio,          Git, Bit bucket, JiraPyCharm, Net Beans,          Apache Tomcat, Glassfish, MavenIntelliJ IDEA, XAMPP, Tableau          Rest, Soap Web Services,
Experience01/2017to07/2017Software EngineerWithin3–Lakewood,NJ,Developed user interface for windows tablet client application using Java
          frameworks: Swing, JavaFX.Embedded VLC media player into the application using VCLJ
          library.Interacted with YouTube, Periscope and Facebook APIs to play
          live streaming video.Participated in requirement gathering, development, testing and
          deployed the application using webswing server.Analyzed and detected application errors and performance issues.05/2015to08/2016App DeveloperMotion Recruitment–Gilbert,AZ,Worked in both Agile and Waterfall settings.Implemented functionality to capture image, record audio and video
          Developed user profile screens using HTML, CSS and JavaScript
          using Appcelerator Studio.Cooperated with web designers to match the visual design intent.Deployed the
          application on user's phone for beta testing.07/2014to12/2014Web DeveloperWithin3–Los Angeles,CA,Collaborated with other team member to update documentation.Created responsive web design using JavaScript, JQuery
          Tested the website in multiple browsers to ensure cross-browser
          compatibility.Fixed bugs from existing website and built reusable code for future use.06/2012to07/2013Software EngineerBaroda Electrical Ltd–City,STATE,Created database schema and interacted with database to add, update and
          delete records through jdbc.Executed and monitored standards for user interfaces, page design and
          graphics development.Implemented and debugged the algorithm for energy measurement.Enabled dynamic behavior of the site using Bootstrap.Tested the code using Tera Term Emulator to ensure its correctness.
Education and TrainingExpected in2016totoMaster of Science:Computer and Information SciencePurdue University-Indianapolis,INGPA:Computer and Information ScienceExpected in2013totoBachelor of Science:Electronics and CommunicationsGujarat Technological University  Anand-,GujaratGPA:Electronics and Communications
SkillsAgile, Ajax, Apache, audio, browsers, CSS, CSS 3, client, database, documentation, Eclipse, graphics, HTML, HTML 5, PHP, image, Java, Java 7, Beans, JavaScript, jdbc, JQuery, JSON, Matlab, windows, MongoDB, MVC, MySQL, PL/SQL, page, Python, requirement, Soap, streaming video, Swing, Tableau, phone, Tomcat, user interface, video, visual design, Visual Studio, web design, website>>. The result is, 

Fit assessment: No Fit