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: <<SummaryQuality Assurance - Analyst9+ years Tandem based testing/implementation exposure. Talented in
analysis, issue resolving and testing new application in HP Nonstop (Tandem).
SkillsSoftware Skills - 
  
  
  BASIC Programming knowledge
  of C,PATHWAY.Platform & Operating system - 
  
  
  Nonstop Tandem Guardian OS, WINDOWS 2000,XP.Tandem Tools - 
  
  
  EMS, INSPECT,PERUSE, FUP.Message format - 
  
  
  ISO 8583.Switch -      BASE24 6.0.10, EPOC.
ExperienceDelv.Senior Software Engineer.,11/2011to04/2014Illumio–Dallas,TX,Handled
important functions as:Migration of BASE24 6.0.2 to 6.0.10 at Bank of Baroda
client location.Prognosis installation on Tandem server and GUI on
Windows system.Completed MASTERCARD certification successfully at BOB.Handled many other projects after migration.1) Project: NEFT (NATIONAL ELECTRONIC FUND TRANSFER) THROUGH ATM.Client: Bank of Baroda.Role: Compilation /Testing/ Implementation.Team Size: 1.Description:  Configured NEFT through ATM transaction module.2) Project:
PREPAID INTERFACE.Client: Bank of Baroda.Role: Testing/ Implementation.Team Size: 1.Description: 

New flow added in configuration files for different
prepaid bins for NCR and DIEBOLD machines.3) Project:
PETROL/RAILWAY/IRCTC SURCHARGE.Client: Bank of Baroda.Role: Compilation/ Testing/ Implementation.Team
Size: 1Description: Surcharge applied merchant code wise.4) Project:
PIN CHANGE AND MINISTATEMENT CHARGES.Client: Bank of Baroda.Role: Compilation/ Testing/
Implementation.Team Size: 1.Description:Surcharge applied after 5 not on us transaction.5) Project:
RUPAY POS CERTIFICATION.Client: Bank of Baroda.Role: Compilation/ Testing/ Implementation.Team Size: 1.Description: Implemented RUPAY pos transaction.6) Project:
DOMESTIC MASTERCARD EMV CERTIFICATION.Client: Bank of Baroda.Role: Compilation/ Testing/
Implementation.Team Size: 1
.Description: Implemented Domestic EMV MasterCard.7) Project:
DOMESTIC VISA EMV CERTIFICATION.Client: Bank of Baroda.Role: Compilation/ Testing/ Implementation.Team Size: 1.Description: Implemented Domestic VISA MasterCard.8) Project:
RUPAY POS & ATM EMV CERTIFICATION.Client: Bank of Baroda.Role: Compilation/ Testing/ Implementation.Team Size: 1.Description: Implemented Rupay EMV card.9) Project:
MAESTRO CARD CERTIFICATION FOR BOB PG WITH MASTERCARD.Client: Bank of Baroda.Role: Compilation/ Testing/ Implementation.Team Size: 1.Description: Certification of IPG with mastercard for Maestro bin.​Systems Engineer,06/2011to11/2011Tata Consultancy Services Ltd–City,STATE,Handled
important functions as:Migration of BASE24 6.0.2 to 6.0.10
.Installing ASSET application an ACI product.Atm and Pos testing on UAT before migration.Base24 configuration Analysis and Database Maintenance.Sr. Technical Associate,04/2008to06/2011FSS Pvt Ltd–City,STATE,Handled important functions as:Performed System Analysis and Database
Maintenance,

     Disk Analysis and Load Sharing.Base24 configuration Analysis and Database
Maintenance.Creating New Macros and Programs for various switch
Activities TACL, Enform.Configuration of ATM’s.Configuring and Downloads to ATM.Using of FUP
(File Utility Program).Using of Enform & Macros Application on the ENSCRIBE database.Monitoring Stations and various Processes using
Prognosis.
Education and TrainingBachelor of Science:Information Technology,Expected in2008toPd.Dr.V.V.Patil College of Engineering and Technology.-Loni,MaharashtraGPA:DIPLOMA: Passed
with Second Class in Information Technology, Pd.Dr.V.V.Patil College
of Engineering and Technology in Feb 2008 affiliated to the Maharashtra State Board of Technical Education.High School Diploma:Science,Expected in2002toR.K.Talreja College of Arts, Commerce & Science-Ulhasnagar,MaharashtraGPA:H.S.C. :  R.K.Talreja
College of Arts, Commerce & Science affiliated to the Maharashtra State
Board Of Secondary & Higher Secondary Education in March 2002 with 48.50%.Secondary School Certificate.:,Expected in2000toP.M.M Inner wheel School-Ambernath,MaharashtraGPA:S.S.C. :  P.M.M
Inner wheel School, affiliated to the Maharashtra State Board of Secondary
& Higher Secondary Education in March 2000 with 62.53%.
SkillsSkills with respect to Payments Switching:Good Experience in Base24 & EPOC ATM & POS
products.Good in Configuration management of BASE24 & EPOC
data files.Sound knowledge in Messaging standards.Strong Problem Solving Skills, Flexible and adaptable in new environments.Experience in Testing Methodologies.Good experience in certifications, source code
compiling.>>. The result is, 

Fit assessment: Potential Fit