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: <<Career OverviewMeticulous Senior Software Test Analyst who undertakes complex assignments, meets rigid deadlines and delivers superior performance. Possess practical knowledge on analyzing Bank Payments. Applies strong technical and analytical skills to inform Senior Management, Clients and Technology of key issues in the application and help the clients by providing good recommendations. Operates with a strong sense of urgency and thrives in a fast paced setting.
QualificationsJava, SQL, PL/SQL, HTMLApplications 	     : HP Quality Centre 10,  IBM Mainframe (AS400).Visual Studio 2015, VMware 12Pro,    MSOffice13, Tableau, MS Visio, E-Draw MySQL, MS Access, Oracle SQL DeveloperOperating systems  :  Proficient on Windows 7/ 8.1 / 10, Linux (Ubuntu, Fedora)Certification          : International Software Testing Qualification Board (ISTQB), Six Sigma, MS SQL, A+academic Project: - Store Management SystemStrong analytical skillsStructured query language (SQL) expertInformation securityProject managementUNIX/LINUXStrong collaborative skillsDocument managementTestingOptimizing and performance tuningExcellent problem solving skills
Work Experience2009to2015Senior Software Test AnalystConduent Incorporated–New Castle,IN,Developed Store Management system in JavaFX using Eclipse Standard Edition, SceneBuilder 8.0 for creating the Front Interface and used MySQL Database as the Back End.Created using the MVC (Model, View and Controller) Architecture.Implemented the CRUD functionality and Object Oriented features such as: Inheritance, Polymorphism, Encapsulation Professional experience Project Title: World link World Link deals with cross-border funds transfer is an electronic payment order delivered to your beneficiary's bank using the World Link global account structure.World Link Payment Services enables you to issue payments via wire transfer in over 135 currencies.Project Title: Automated Clearing House (ACH) Automated Clearing House (ACH) is an electronic network for financial transactions in the United States.ACH processes large volumes of credit and debit transactions in batches.ACH credit transfers include direct deposit, payroll and vendor payments.Project Title: EDI (Electronic Data Interchange) Citi make its payments via EDI (i.e.Electronic Data Interchange) between two parties.This is a secure, cost-effective way to manage global file-based payments around the world and round the clock.It promotes a straight-through processing environment via a single delivery channel and is augmented through the automated delivery or transaction status information.Roles and Responsibilities: Organized Conference calls, training sessions and walkthrough with Clients, Senior Management and Developers to Plan Project Activities, understand the Business Requirements and Testing Method.Assisted the clients and testing team by creating the Business Process Flow diagrams, Use Case diagrams using MS Visio and provided Power point presentations Enthusiastically participated in Creating Test Plan document with the Business and Technology; Documented and managed objectives, priorities, and deliverables and also was involved in creating Test Strategies to inform the managers and testing team about what approach is implemented and addressing to the key issues in the testing process.Helped the higher management by providing estimations on how much time will be required for each testing phase and also providing resource allocation that will be required for the project.Created the Test Scenario and Requirement Traceability Matrix which assists the testing team and senior management to analyze the scenarios and requirements respectively.Carried out different types of testing depending on the Business and Functional requirement to meet the Clients expectations by setting up the Test Environment and by using various tools such as HP Quality Center, MySQL, Oracle SQL Developer and MS Access, Bugzilla.These testing types includes: * Unit Testing * System Testing * Database Testing * UAT Testing * Functionality Testing * Regression Testing The Defect Analysis report facilitated the Clients and Developers as it contained a detailed information about the errors occurred.Actively participated on weekly Status and Defect calls with Business and Technology teams by providing them the current testing status and what defects occurred.Additional Responsibilities:  Motivated the team on completing the project by the release date, clearing colleagues doubts if any and effectively trained new hires on testing concepts, testing tools and provided them necessary banking domain knowledge Worked on project related documents explaining the testing procedure and also creating various excel and power point presentations for internal Audits to ensure Process compliance.Volunteered to handle Project Audits and Project documents and was involved in conducting various audits such as Integrated Quality Management System, Risk Control and Self-Assessment and Project Management Review for the team.Prepared and presented technical proposals for clients.Led design presentations to product management team of [Number].Troubleshooted and resolved web application issues escalated from customer support and other departments with a 100% success rate.Assisted in the monitoring and reporting on website traffic and performance.Assisted in the monitoring and reporting on website traffic and performance.Worked with clients to analyze computing and network needs and installed appropriate solutions within each organization's budget.Served as operating system expert, providing technical support for entire organization.Responsible for implementation of new mainframe development project.Developed and maintained accurate network documentation and Visio diagrams to provide management with proper understanding of organizational needs.Provided senior technical support to both in-house staff and user departments for all network applications.
Education and TrainingExpected inMay 2017totoMaster's:Information Technology and ManagementIllinois Institute of Technology-Chicago,ILGPA:GPA: 4.0Information Technology and Management Member of [Club Name] Club,[Number] GPAExpected in2014totoMaster's:Information ManagementWelingkar College, Mumbai University-Mumbai,MaharashtraGPA:Information Management[Number] GPAExpected intoto:-,GPA:GPA: 3.5Expected inJuly 2008totoBachelors of Science:Information TechnologyVidyavardhini College, Mumbai University-,GPA:GPA: 3.6Information Technology GPA: 3.6
SkillsQuality Analysis, Project Management, Strategic Planning, Testing and Implementation>>. The result is, 

Fit assessment: Good Fit