ML Engineering Modelling Python Programming GPU frameworks TensorFlow, Keras, Pytorch etc. Cloud Based ML development and Deployment AWS or Azure
Job Description –
ML Engineering Modelling Python Programming GPU frameworks TensorFlow, Keras, Pytorch etc. Cloud Based ML development and Deployment AWS or Azure
Essential Skills –
ML Engineer, Data Engineer, AIML developer
Responsibilities
Salary : As per industry standard.
Industry :IT-Software / Software Services
Functional Area : IT Software - Application Programming , Maintenance
Role Category :Programming & Design
Role :ML Engineering Modelling Python Programming GPU frameworks TensorFlow, Keras, Pytorch etc. Cloud Based ML development and Deployment AWS or Azure
Education: B.E./B.Tech/M.C.A./M.Sc (CS)
• 6+ years ETL Lead / developer experience and a minimum of 3-4 Years’ experience in Oracle Data Integrator (ODI)
• Expertise in the Oracle ODI toolset and Oracle PL/SQL, ODI
• Minimum 2-3 end to end DWH Implementation experience.
• Should have experience in developing ETL processes - ETL control tables, error logging, auditing, data quality, etc. Should be able to implement reusability, parameterization, workflow design, etc.
• knowledge of ODI Master and work repository
• Knowledge of data modelling and ETL design
• Design and develop complex mappings, Process Flows and ETL scripts
• Must be well versed and hands-on in using and customizing Knowledge Modules (KM)
• Setting up topology, building objects in Designer, Monitoring Operator, different type of KM’s, Agents etc.
• Packaging components, database operations like Aggregate pivot, union etc.
• Using ODI mappings, error handling, automation using ODI, Load plans, Migration of Objects
• Design and develop complex mappings, Process Flows and ETL scripts
• Must be well versed and hands-on in using and customizing Knowledge Modules (KM)
• Experience of performance tuning of mappings
• Ability to design ETL unit test cases and debug ETL Mappings
• Expertise in developing Load Plans, Scheduling Jobs
• Integrate ODI with multiple Source / Target
• Experience in Data Migration using SQL loader, import/export
Consulting Requirements
• 6-10 years of relevant consulting, industry or technology experience
• Proven experience assessing client’s workloads and technology landscape for Cloud suitability
• Experience in defining new architectures and ability to drive project from architecture standpoint
• Ability to quickly establish credibility and trustworthiness with key stakeholders in client organization.
• Strong problem solving and troubleshooting skills
• Strong communicator
• Willingness to travel in case of project requirement
Preferred
• Experience in Oracle BI Apps
• Exposure to one or more of the following: Python, R or UNIX shell scripting.
• Expertise in database development (SQL/ PLSQL) for PL/SQL based applications.
• Experience in designing and developing Oracle object such as Tables, Views, Indexes, Partitions, Stored Procedures & Functions in PL/SQL, Packages, Materialized Views and Analytical functions
• Working knowledge of GIT or similar source code control system
• Experience of creating PL/SQL packages, procedures, Functions, Triggers, views, and exception handling for retrieving, manipulating, checking and migrating complex datasets in oracle
• Experience in SQL tuning and optimization using explain plan and SQL trace files
• Partitioning and Indexing strategy for optimal performance
• Good verbal and written communication in English, Strong interpersonal, analytical and problem-solving abilities.
• Experience of interacting with customers in understanding business requirement documents and translating them into ETL specifications and High- and Low-level design documents
• Systematic problem-solving approach, coupled with strong communication skills
• Ability to debug and optimize code and automate routine tasks.
• Experience writing scripts in one or more languages such as Python, UNIX Scripting and/or similar.
• Experience working with technical customers
Responsibilities
Education: B.E./B.Tech/M.C.A./M.Sc (CS)
• 6+ years ETL Lead / developer experience and a minimum of 3-4 Years’ experience in Oracle Data Integrator (ODI)
• Expertise in the Oracle ODI toolset and Oracle PL/SQL, ODI
• Minimum 2-3 end to end DWH Implementation experience.
• Should have experience in developing ETL processes - ETL control tables, error logging, auditing, data quality, etc. Should be able to implement reusability, parameterization, workflow design, etc.
• knowledge of ODI Master and work repository
• Knowledge of data modelling and ETL design
• Design and develop complex mappings, Process Flows and ETL scripts
• Must be well versed and hands-on in using and customizing Knowledge Modules (KM)
• Setting up topology, building objects in Designer, Monitoring Operator, different type of KM’s, Agents etc.
• Packaging components, database operations like Aggregate pivot, union etc.
• Using ODI mappings, error handling, automation using ODI, Load plans, Migration of Objects
• Design and develop complex mappings, Process Flows and ETL scripts
• Must be well versed and hands-on in using and customizing Knowledge Modules (KM)
• Experience of performance tuning of mappings
• Ability to design ETL unit test cases and debug ETL Mappings
• Expertise in developing Load Plans, Scheduling Jobs
• Integrate ODI with multiple Source / Target
• Experience in Data Migration using SQL loader, import/export
Consulting Requirements
• 6-10 years of relevant consulting, industry or technology experience
• Proven experience assessing client’s workloads and technology landscape for Cloud suitability
• Experience in defining new architectures and ability to drive project from architecture standpoint
• Ability to quickly establish credibility and trustworthiness with key stakeholders in client organization.
• Strong problem solving and troubleshooting skills
• Strong communicator
• Willingness to travel in case of project requirement
Preferred
• Experience in Oracle BI Apps
• Exposure to one or more of the following: Python, R or UNIX shell scripting.
• Expertise in database development (SQL/ PLSQL) for PL/SQL based applications.
• Experience in designing and developing Oracle object such as Tables, Views, Indexes, Partitions, Stored Procedures & Functions in PL/SQL, Packages, Materialized Views and Analytical functions
• Working knowledge of GIT or similar source code control system
• Experience of creating PL/SQL packages, procedures, Functions, Triggers, views, and exception handling for retrieving, manipulating, checking and migrating complex datasets in oracle
• Experience in SQL tuning and optimization using explain plan and SQL trace files
• Partitioning and Indexing strategy for optimal performance
• Good verbal and written communication in English, Strong interpersonal, analytical and problem-solving abilities.
• Experience of interacting with customers in understanding business requirement documents and translating them into ETL specifications and High- and Low-level design documents
• Systematic problem-solving approach, coupled with strong communication skills
• Ability to debug and optimize code and automate routine tasks.
• Experience writing scripts in one or more languages such as Python, UNIX Scripting and/or similar.
• Experience working with technical customers
Salary : As per industry standard.
Industry :IT-Software / Software Services
Functional Area : IT Software - Application Programming , Maintenance
