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 SummaryMotivated Senior Software Engineer highly effective at developing new programs and fixing problems with existing systems in robust code for high- volume businesses. Strong decision-maker with6 yearsof experience in software engineering and application development. Effective coach and mentor and committed to leading exceptionally gifted teams. Proven history of developing useful, efficient and cost-effective projects. .
SkillsRuby 2.x.x, SQLRails 4.x, 5.xHtml, Css, JavaScript, Ajax, Bootstrap, Semantic UI, React 16.8Rspec, CapybaraDocker, Azure DevOps, Bamboo, Git, BitbucketPostgreSQL, MySQL, Microsoft SQL Server,Apache2.0, NginxUnix shell script, Linux
EducationUniversity Of Central MissouriWarrensburg, MO,Expected in12/2015––Master of Science:Computer Science-GPA:Jawaharlal Nehru Technological UniversityHyderabad,Expected in04/2013––Bachelor of Science:Electrical, Electronics And Communications Engineering-GPA:
Work HistoryCommscope-Software EngineerRichardson,TX,01/2021-CurrentOrchestrated efficient large-scale software deployments, including testing features and correcting code.Reviewed project specifications and designed technology solutions that met or exceeded performance expectations.Apply advanced troubleshooting techniques to provide unique solutions to our customer’s individual needsInstalled and configured software applications and tested solutions for functionality.Learn and use groundbreaking technologies such as MySql / ElasticSearch / Redis / Cassandra / MongoDB / Kafka / Spark / Databricks / Fivetran, etc.Leverage your extensive customer support experience to provide feedback to internal Punchh teams on how to improve our platformWork on critical, highly complex problems that may span across multiple programming languages and databases technologiesImprove system performance, scalability and high availabilityResearched, designed and implemented scalable applications for data extraction, analysis, retrieval and indexing.Interfaced with cross-functional team of business analysts, developers and technical support professionals to determine comprehensive list of requirement specifications for new applications.Commscope-Software EngineerCatawba,NC,02/2017-12/2020Delivered and maintained scalable system to support high-availability Bond management Application with various SPA applications.Having experience in writing clean code by implementing clean architecture an architectural pattern that can alleviate most of the pain, and a few design patterns that can take care of rest. The basic premise is to separate the Web layer from any business logic and separate business logic from database and remote access.Developed and tested many features in an AGILE environment using Ruby on Rails,HTML5,CSS,JavaScript,React, Bootstrap.Configured routes between React JS and Rails to render the templates from the server-side. Used React JS with Redux to separate data and presentation layer. Utilized Redux stores to handle the states.Used JavaScript,jQueryfor user interactions in pages. Creating a responsive web application integratingTwitter BootstrapandReactand media queries. Involved in design with database developers and business and created various Database objects such as tables, functions, stored procedures, database triggers and Indices as per business requirements.Implemented design and development ofschedule jobsfor auto-renewing bonds and processing payment information to Lawson usingdelayed Job active recordanddelayed job recurringgems.CreatedRestful http servicesto interact with UI and Handled caching for API's.Had build automated deployment process using Azure DevOps.Automated and implemented backup and recovery procedures for Azure build pipelines system that resulted in Deployment process.Monitored automated build and continuous software integration process to drive build/release failure resolution.Pinpoint and solve Ruby application performance issues down to the line of code usingNew Relic APM.Assist in developing test plans, conducting system tests, documenting and analyzing performance data.Development is managed using agile Kanban development methodology delivering releases to UAT and staging each four-week period.Interactive in providing change requests, trouble reports and requirements collection with the client.Manage, collaborate, and coordinate the work of an off-shore development team. Planned and carried out daily scrums, weekly estimations and retrospectives and pair programming.Commscope-Software EngineerClaremont,NC,09/2015-02/2017Collaborated with cross-functional development team members to analyze potential system solutions based on evolving client requirements.Responsible for writing code in TDD and Object Oriented Programming supported by Ruby on rails in Agile SCRUM environment.Researched, designed and implemented scalable applications for information identification, extraction, analysis, retrieval and indexing.Created controllers, helpers, models, views, and partials in the application withHTML5, CSS3standards and also implemented services, domains and storage layers usingRuby, Rails.Implemented the searching of restaurant using theGoogle PlacesAPI and Googleanalyticsto keep track of website traffic.Implementedfacebook loginusing Oauth,and also addedfacebook tab pageto access application in end user own facebook page.Involved inDatabase Migrationusing Active Records Action Controller, Active Resources, Fixtures and Action View in Rails.Implemented the Text message ordering, in order to process previous order from mobile text, usingTwillioApi service.Integrated payment gateway (Payeezy) toClovermenuapplication to process transactions.Implemented application dashbaord to keep track of monthly data usingHighcharts Plugin.Implemented sorting, auto completer (typo ahead) and paginations functionality for entire application.Collaborated with Product Management and User Experience experts regarding product definition, schedule, scope and project-related decisions.Used Rails finder methods, filters, implemented soft deletes and model scopes in the application.Implemented user interface guidelines and standards throughout the development and maintenance of the website using theHTML5, CSS3, Bootstrap, JavaScript, React , Ajax and Jquery.Altair-Systems EngineerRaymond,OH,05/2013-05/2014Worked closely with customers, internal staff and other stakeholders to determine planning, implementation and integration of system-oriented projects.Monitored and tested application performance to identify potential bottlenecks, develop solutions, and collaborate with developers on solution implementation.Escalated project-related issues quickly to team lead and supported solutions. Provided 2nd and 3rd level technical support and troubleshooting to internal and external clients.Managed use of various types of databases and configured, installed and upgraded new ones.>>. The result is, 

Fit assessment: Good Fit