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: <<Professional SummaryHighly regarded self-starter with a masters degree in computer science. Offering more than 5 years as a software engineer in dynamic environments. Looking for a position to develop Reports/Dashboards at a company that appreciates a strong education background and work experience.
SkillsRequirement Analysis & DesignEnvironment set up and configurationRPD / Report / Dashboard DevelopmentDevelopment Best Practices and StandardsDemos to end users on Development and functionalityPresentations on OBIEE to client personsConducting Training/Preparing Training MaterialOracle /Siebel Applications Oracle Business Intelligence Enterprise Edition 10.1.3.x, BIP setup-configuration, Informatica - DAC setup & configuration.Programming languages- SQLDatabase- Oracle 9.x, 10gSoftware packages- MS Office ProductsOracle Business Intelligence Enterprise Edition 10.1.3.x, BIP setup-configuration, Informatica - DAC setup & configuration.Excellent communication skillsExcellent problem-solving abilitiesExcellent diagnostic skillsRefined system debugging skillsFast Learner
SkillsGO-LIVE, back-up, business analysis, BI, Business Intelligence, Catalog, conversion, Client, customer satisfaction, Customer support, Data-modeling, Database, ETL, features, Informatica, Information Technology, managerial, MS Office Products, 3.x, Enterprise, network, Oracle 9.x, Oracle, DB, developer, order management, Presentations, processes, Programming, QA, reporting, Requirement, SDLC, servers, scripts, Siebel, SQL, technical support, Toad, Training Material, triage, Upgrade
Work History01/2011to05/2013Senior Software EngineerAktify|Irvine,CA,Improved system performance by making proactive adjustments and resolving bugs.Updated and fixed existing Repository and Dashboards.Worked with project managers, developers, quality assurance and customers to resolve technical issues.Worked closely with customers to efficiently resolve issues.Performed all testing and troubleshooting methods and documented resolutions in the system.Trained and mentored junior developers and engineers.OBIEE Upgrade AssessmentRequirement Analysis & DesignEnvironment set up and configurationRPD / Report / Dashboard DevelopmentDevelopment Best Practices and StandardsDesign, Build, Unit Testing OBI Reports11/2008to12/2010Assistant Systems EngineerTata Consultancy Services|City,STATE,Updated and fixed existing Repository and Dashboards.Worked with project managers, developers, quality assurance and customers to resolve technical issues.Worked closely with customers to efficiently resolve issues.Performed all testing and troubleshooting methods and documented resolutions in the system.Trained and mentored junior developers and engineers.OBIEE Upgrade AssessmentRequirement Analysis & DesignEnvironment set up and configurationRPD / Report / Dashboard DevelopmentDevelopment Best Practices and StandardsDemos to end users on Development and functionalityPresentations on OBIEE to client personsChanges to the repository as a part of the performance tuning.Handling Tickets for the existing application.Developing a POC for new project proposals.Onsite Coordinator. First Contact Point for pre-Implementation and post- Implementation defect fixes.Module Lead (Task Assignment and work tracking of the team).Understanding the Business requirements.Design, Build, Unit Testing OBI ReportsPrepared the test scripts for System testing and contributed to defect resolutionProviding analysis and estimates for the QA defects and UI/design change.Working on the SIT QA defects (includes RPD and webcat changes) and getting them to closure within the timelines providedTaking care of code maintenance activities across Dev, SIT andDEV serversParticipating in triage calls to coordinate with ETL and QA teamsWorking with DB team in understanding the performance issuesand resolve them.Coordinated with the team during other SDLC phases likeDevelopment, peer code reviews, Unit testing, SIT, bug fixingprocess and updating of Design.Supporting during Go-LIVE .
EducationExpected in2008totoMaster of Computer Applications|Computer ScienceR.V.R & J.C College of Engineering,,GPA:Expected in2005totoBachelor of Science|Computers/MathematicsT.J.P.S College,Guntur,GPA:Topper of the DegreeTopper in Individual SubjectsWon prizes and Awards in Inter-college Competitions and in-house activities.Participated in all kinds of competitions  like personality development,debates ,essay writing and presentations.Secured the rank of 479th rank in ICET  Competitive Entrance exam for MCA and MBA.>>. The result is, 

Fit assessment: No Fit