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: <<ProfileSkilled, motivated and result-driven Quality Assurance professional with 6+ years of experience in the field of Manual and Automation software testing. 3 years of vast experience in developing  Keyword Driven framework/Hybrid Framework in Selenium using Java. Extensive experience in software development methodologies like SDLC , STLC in both Agile and Waterfall models. Proven expertise in working on different types of test deliverables - Test Plan ,Test Cases, Testing Strategy, Test scripts, Test data, Test Traceability matrix, Test reports, Test summary reports, Install/Config guides, Defect Reports, Release notes for Web based commerce applications , CMS applications and Banking applications. Successfully lead the team and completed set of software testing projects developed in Java and .Net Technologies. Proven experience in using Test management and Defect tracking system such as Jira, Bugzilla, Test Link , Test Rail, QC. Vast experience in performing Boundary Values Analysis, Equivalent Classes partitioning, Smoke (Sanity), Functional, Integration, System, Regression, Ad-hoc (Exploratory), Cross-Browser, User Interface and User Acceptance tests, Web based testing, Security testing and Performance testing. Proficient in multiplatform (Windows and Mac OS) and cross browser testing (IE, Firefox, Chrome, Safari, Opera) as well as Mobile testing on different devices (Android, iOS, Windows Phone). Very Good Experience in leading the QA team, mentoring and guiding the team. Very well acquainted with Defect management, Defect reporting, Defect Triaging, Detailed analysis of the reported issue(RCA), follow-up and resolve outstanding defects/issues. Possess extensive experience in analysing the Business Requirement Documents, Functional Specifications and Technical Specifications. Possess knowledge of web technologies like HTML, CSS, JavaScript, VB Script, XML, Java, C and C++. Proficient in writing PL/SQL programs.
Core QualificationsDefect Tracking Tools and Test Management Tool  : JIRA, Bugzilla, Test Rail, Test Link ,HP ALM/QCAutomation Testing Tool : Selenium IDE, Selenium Web Driver ,Selenium GridApplications : MS-Word, MS-Excel, MS-Power point, MS-SharePoint ,MS Office, MS OutlookConfiguration Management tool : SVN, JenkinsCode Management tool : Git MySQL, NoSQLProgramming Languages : C, C++, Java, UNIX, JavaScript, VBScript, XML, HTMLOperating Systems : Windows XP/Vista/7 , Mac OS X and LINUX.Mobile Platforms : Windows Phone, iOS, Android OS Tridion, Firebug, Chrome Developer Tool, Browser Cam, CSSPerformance Testing Tools  : Apache Bench, HttperfTest Methodologies  : Test Plan, Test Strategy, Test case, Requirement Traceability Matrix, Production Test Management Checklist, Best Practices, Test execution Report, Defect Report, Defect Triage, RCA Report, Daily/Weekly QA Status Report.Tests 2Tesst 3Tests 4
EducationPune University,Expected in––B.Tech:Computer Science and Engineering-GPA:Computer Science and Engineering,Expected in––ISTQB Certification:-GPA:In house training on Selenium framework development using JAVA
Professional ExperienceAdp-Senior Software QA TesterFairport,,INDIA11/2012-11/2015Project name: DIESEL-USA, DIESEL CANADA, Digital Store Solution, TD-Accounts Componentization Served as a critical member of software testing team as a Senior QA Tester on development projects for E-Commerce projects and banking projects.Supervised three junior software QA Testers in developing and implementing quality-assurance and quality-control methodologies to ensure compliance with QA standards and customer specifications.Analysed & studied various Project Artifacts such as Business Requirements, System Requirements and Use Cases to develop and execute Manual Test cases for testing application on supported browser combinations, Mobile and Tablet.As a Senior QA Tester participated in Test estimation and created Test Strategy for Diesel USA Project, Diesel Canada Project.Designed Build Acceptance Test, Regression Test, Functional Test Script, UAT and Adhoc Test Scenarios.Created RTM (Requirement Traceability Matrix) to match requirement specifications.Reviewed Test cases and Conducted Peer reviews meetings with the team.Provided Detailed Walkthrough of Test Plans and Test Cases to Project team.Participated in Design Reviews and Software Development Life Cycle (SDLC) process from application requirement and specification gathering stage through final release till Go-Live.Involved in planning and execution of the Regression and IST testing for various releases.Created, modified and executed various types of Manual Test Cases for Functional, Integration, and Regression Testing within limited timeframe & releases.Logged and tracked defects to closure using JIRA and follow up with Business and Developers to discuss about the issues.Worked with different modules of JIRA such as Requirements, Test Plan, Test Lab, Defects and Dashboard module.Provided support for End-to-End Testing as and when required.Supported the team with quick production patches, hot fixes, monthly releases and new feature releases.Signing off the final build before it is pushed to production.Attended daily calls with onshore, to keep the group updated on any issues/client dependencies/third party dependencies and followed up till closure.Worked with the Project Manager to identify resources, scope and limitations of testing.Prepared and published Test Summary Report at the end of the day with results of readiness of system deployment to production/test environment.Preparing weekly Testing Progress report and presenting to onsite and offsite team.Identify Applications risks, issues and set priorities, contributing in triaging of defects for upcoming Internal and Client demo.Resolved queries by coordinating with different teams like Development and Environment teams.Identified Sanity Test Cases and Business Processes for automation and designing of automation test plan.Worked on manual test cases using Element locators, Web Driver methods, Java programming features, and TestNG Annotations for automating sanity scripts.Experience in POM framework development using selenium web driver.Executed multiple manual test cases using compatibility and accessibility tool.Niantic-Senior QA EngineerSan Francisco,,INDIA02/2012-03/2012Project name: Shaadi.com Payments The Company has developed world's largest matrimonial website that provides a superior match making experience to customers while zealously protecting their privacy and security.As a senior member of software testing I was involved in understanding the complex business flow, gathering the unsaid requirements, documenting it ,getting it reviewed, and designing online payment manual test cases for functional testing phase.Was also involved in writing selenium script for sanity phase using TestNG.Tested the application on mobile and tablet as well.Worked in an Agile environment and participated in all phases of a project -Functional specification understanding, Document vision, Business need, Use case, Test Case and any other document relevant to project.Created Test Strategy and Test cases and data for testing based on requirements.Prepared Project Test Plan to outline scope, objectives and approach of software testing efforts.Executed regression scripts using TestNG.Conducted walkthroughs and meetings with project team, end users/application owners to understand the application/SRS document.Attended TRD (Technical Requirement Document) review to meet specification for PRD.Attended PRD (Project Requirements Document) review to determine business requirements both functional and non-functional.Performed software requirements traceability analysis to trace software requirements to (and from) system requirements and to risk analysis results.Utilized JIRA to execute and track test cases and manage defects from inception to resolution Participated in continuous quality improvement of established testing processes and standards.Assisted in defect reporting in an effort to communicate to the appropriate personnel of the various stages of defects.Supported the design, development, testing and implementation of new business and support applications.Conduent Incorporated-QA TesterCheyenne,,INDIA12/2010-11/2011Project name: Mass Shipments Update Framework, Integrated Management of Orders and Shipments Responsibilities: This Framework was developed keeping in mind the Integrated Logistics Solution to ensure accurate orders of product and improved deliveries, total visibility into inventory allowing link with every process in the supply chain.I was the sole member responsible for understanding end-to-end business need, discussion the specification with onsite team, designing test scenarios based on use cases and business requirements, communicate and co-ordinate with development team on issues/defects as per test executions, logging the defects, analysing the test results and prepare the test report and demoing the changes to Client.Contributions: Planning and estimating product development using Agile estimation technique following Agile methodology.Identified Test scenarios based on User stories, Requirements and scripting Test cases.Tracking changes in requirements and mapping them with the Test scenarios by creating RTM.Logging defects in JIRA.Running Smoke test on Development and Test environment after every deployment.Executing Functional and non functional testing.Tracking Burn down and SP chart on daily basis in JIRA.Submitting defects reports and Test execution reports on a daily and weekly basis.Managing sprints conducting daily stand-ups, attending planning , review, defect triage, scrum of scrum and daily/weekly QA calls.Algorithm Computers-Software Test EngineerCity,,INDIA02/2008-11/2010It was a Web development for online banking.Integrated Learning Management system was a complete end-to-end e-learning solution, including Resume Tracker System, Discussion forum, collaboration tools, and Training Management System.I prepared and executed the test cases as per the functional specifications, performed Functional testing, Integration Testing and Regression Testing and Reporting of bugs using Bug tracking tool.Contributions: Worked on multiple projects as a QA Tester during my tenure.Created test cases and data for regression and integration testing based on requirements.Worked in an iterative development environment and participate in all phases of a project - Document vision, business needs, use cases, test cases, and any other documentation that is relevant to the project.Analysed complete business requirements to understand the business logic of the application.Participated in Regression testing after each build.Created defects to keep track of issues related to code bug.Tested data in database by writing SQL Queries.Performed the tasks of interpreting testing results and developing continuous improvement process.
SkillsGo-Live, Agile, Apache, approach, Automation, banking, Business Processes, C, C++, com, Configuration Management, continuous improvement, CSS, Client, Databases, database, designing, documentation, E-Commerce, estimating, XML, features, Functional, HP, HTML, IDE, inventory, Java, Java programming, JavaScript, LINUX, Logging, logic, Logistics, Mac OS, Managing, meetings, MS-Excel, MS Office, MS Outlook, Power point, SharePoint, Windows, Windows XP, MS-Word, MySQL, NoSQL, Operating Systems, OS, Developer, personnel, presenting, processes, product development, Programming, Progress, quality improvement, QA, quality-control, quality-assurance, quick, reporting, Requirement, risk analysis, scrum, SDLC, scripting, scripts, Script, Software Development, software testing I, software testing, specification, SQL, stories, Strategy, supply chain, Phone, Triage, UNIX, VBScript, vision, Vista, Web Development, website>>. The result is, 

Fit assessment: Good Fit