JOB SUMMARY
Expectations from this role:
Proficiency: Design, develop and implement data architecture for a large enterprise in two of the following: Data ingestion, Data Management, Data Delivery, Data Consumption.
Outcomes:
1. Architect, design and implement high performance large volume data integration, transformation, warehouse, data lakes, data in cloud or large volume warehouse, data in cloud, data analysis , reporting and visualization of data from data warehouse using any one tool like(PowerBI, Tableau, D3 etc)
2. Design and implement any one of cloud big data solution (AWS/AZURE/GCP/Apache Hadoop)
3. Plan information architecture by studying the site concept, strategy, domain and target audience; information structure and features, designing information structure, evaluating information representation, backup, recovery and security specification
4. Customer focus – improves customer service, effectively engages customers, build with customer on your solution capability.
5. Provide end-to-end technical guidance and roadmaps for Sales & Marketing
6. Validate estimates from team
7. Hold certification in Architect/Big Data specialty certification in one of AWS or Azure or GCP with experience in knowledge of other architecting Big Data solutions on other cloud and Big Data platforms
Typical performance measures:
1. Percent of time spent in a year to develop for customer an architecture or strategy for data
2. Percent of time spent in solving customer problem in data area
3. Percent of time spent for provide data strategy for customer
4. Dollar value of RFP’s won for which solutioning was proposed
5. Dollar value saved for customer using cost reduction or dollar value created for customer by prediction models by you or your team
Performance Areas:
1. Strategy & Planning:
a) Develop and deliver long-term strategic goals for data architecture vision and standards in conjunction with data users, department managers, clients, and other key stakeholders
b) Create short-term tactical solutions to achieve long-term objectives and an overall data management roadmap
c) Establish processes for governing the identification, collection, and use of corporate data assets and metadata; take steps to assure metadata accuracy and validity
d) Establish methods and procedures for tracking data quality, completeness, redundancy, and Improvement
e) Ensure that data strategies and architectures meet regulatory compliance requirements
f) Engage external stakeholders including standards organizations, regulatory bodies, operators, and scientific research communities
g) Ensure business needs in operational data, reporting data are met
2. Operational Management
a) Establish governance, stewardship, and frameworks for managing data across the organization
b) Develop and promote data management methodologies and standards
c) Select and implement the appropriate tools, software, applications, and systems to support data technology goals
d) Collaborate with project managers and business teams for all projects involving enterprise data
e) Address data-related issues with systems integration, compatibility, and multi-platform integration
f) Act as a leader and advocate of data management, including coaching, training, and Develop and implement key components as needed to create testing criteria in order to guarantee the fidelity and performance of data architecture
g) Document the data architecture and environment in order to maintain a current and accurate view of the larger data picture
h) Identify and develop opportunities for data reuse, migration, or retirement
3. Project Control and Review
a) Perform data architecture design review
b) Identify opportunities for optimization of cost, time and asset utilization in complex projects and advise relevant teams accordingly where possible
c) Provide advice to teams facing complex technical issues in the course of project delivery
d) Conduct planned and unplanned technical audits for complex projects as applicable
e) Define and measure project and program specific architectural and technology quality metrics
4. Knowledge Management & Capability Development
a) Provide inputs to teams for training, etc.
b) Identify the training needs and conduct internal sessions to meet the same
Partner with UST Gamma to Create curriculum, assessments, training programs, courseware based on new service offerings and solutions etc.
Update collateral on to the knowledge management repository
c) Gain and cultivate domain expertise to provide best and optimized solution to customer
5. Requirement gathering and Analysis
a) Understand the requirements from a larger system / transformation program context
b) Validate the cross application / cross technology requirements to ensure integrate ability and reconciliation of conflicting requirements, by working with customers and other stakeholders
People Management
Provide support to various project managers in identification of training needs of the team
Conduct training / certifications with the help of Gamma and mentoring with respect to technical skills on projects
Support technical evaluation of external and internal candidates to meet project requirements
Perform career guidance and performance management for team members
Alliance Management
Identify alliance partners based on the understanding of service offerings and client requirements.
Identify areas for joint GTM with the partner
Develop internal capabilities/complementary toolsets to support the GTM strategy
Maintain the relationship with partners
Act as the UST technical POC for the specific technology/solution area
6. Technology Consulting
a) Define problem statement for the customer
b) Analyse application/ technology landscape, process, tools and arrive at the solution options best fit for the client
c) Analyse Cost Vs. Benefits of solution options
d) Define the technology/ architecture roadmap for the client
e) Articulate the cost vs. benefits of options to key stakeholders in customer
7. Innovation and Thought Leadership
a) Participate in external forums (seminars, paper presentation, etc.)
b) Interact and engage with customers/ partners around new innovative ideas, concepts, assets; as well as industry trends and implications
c) Participate in Beta testing of products / joint lab setup with customer to explore application of new technologies / products
d) Identify areas where components/accelerators or design patterns could be reused across different accounts
e) Create documents, reports, white papers (international/national) on the research findings
8. Sales Support and Project Estimation
a) Develop collaterals for proposals
b) Compare various designs and propose appropriate technology solutions based on the understanding of the RFP and inputs from Architects
c) Calculate and present estimates based on high level designs to management for supporting go/ no-go decisions
d) Review estimations and resource plan
e) Review risk and mitigation plan
f) Participate in client presentation and client visits
9. Data Design & Definition
a) Ensure alignment of the high-level architecture with the existing client need and business logic / review design prepared by architects
b) Ensure the involvement of appropriate teams in data design
c) Ensure technical integrate ability, requirements compliance of the solution, especially in case of a multi group / multi-vendor program
d) Involve external partners / horizontals as appropriate
e) Provide guidance to the team around the usage of data architecture and experience in solution implementation, product selection and definition, configuration, migration and transformations between cloud and hosted solutions. Take responsibility for developing cutting edge wallet applications
f) Ensure UST architecture principles and QOA (Quality of Architecture) are maintained. Analyse trade-offs and provide recommendations, if any, on the data architecture
g) Identify opportunities for efficiency improvements.
h) Understand the various work streams and the technologies necessary to deliver on large programs
i) Resolve any issues based on industry expertise / partners leverage
j) Provide best in class technology and solution options to customers with detailed examples and case studies. Guide customer on process and technology improvements to achieve agility and quick results
10. Project Management Support
a) Proactive identification and management of technical risks
11. Stakeholder Management
a) Build credibility with the client as a technical go-to person
b) Work to expand professional network in the client organization
New Service Design
Identify potential opportunities for new service offerings based on customer voice/ partner inputs / industry connects and trends
Support the development of business case for investments for approval from management
Work with partners to co-develop a joint GTM (as applicable)
Develop IP/tools and framework to address the opportunity technically
Lead beta testing / POC as applicable
Develop collaterals, guides for GTMa) Skill Examples:
1. Use knowledge of technology trends to provide inputs on potential areas of opportunity for UST,
2. Use knowledge of Architecture Concepts and Principles to create architecture catering to functional and non-functional requirements under guidance of the specialist. Re-engineer existing architecture solutions under the guidance of the specialist. Provide training on best practices in architecture under guidance
3. Use independent knowledge of Design Patterns, Tools and Principles to create high level design for the given requirements. Evaluate multiple design options, and choose the appropriate options for best possible trade-offs. Conduct knowledge sessions to enhance team's design capabilities. Review the low and high level design created by Specialists for efficiency (consumption of hardware, memory and memory leaks, etc.) and maintainability of design
4. Use knowledge of Software Development Process Tools & Techniques to identify and assess incremental improvements for software development process, methodology and tools. Take technical responsibility for all stages in the software development process. Conduct optimal coding with clear understanding of memory leakage and related impact. Implement global standards and guidelines relevant to programming and development, come up with 'points of view' and new technological ideas
5. Use knowledge of Project Management & Agile Tools and Techniques to support, plan and manage medium size projects/programs as defined within UST; identify risks and mitigation strategies
6. Use knowledge of Project Metrics to understand relevance in project. Collect and collate project metrics and share it with the relevant stakeholders
7. Use knowledge of Estimation and Resource Planning to create estimate and plan resources for specific modules / small projects with detailed requirements or user stories in place
8. Use knowledge of Knowledge Management Tools & Techniques to leverage existing material/ re-usable assets in knowledge repository. Independently create and update knowledge artefacts. Create and track project specific KT plans. Provide training to others, write white papers/ blogs at internal level, write technical documents/ user understanding documents at the end of the project
9. Use knowledge of Technical Standards, Documentation & Templates to create documentation appropriate for the project needs. Create documentation appropriate for the reusable assets/ best practices/ case studies
10. Use knowledge of Requirement Gathering and Analysis to support creation of requirements documents or user stories and high level process maps. Identify gaps on the basis of business process, analyse responses to clarification questions, and produce design documents. Create and review estimates and solutions at project level/program level. Create and review design artefacts, update resourcing and schedule based on impacted areas identified. Create design specifically for the non-functional requirements
11. Strong proficiencies in understanding data, workflows and dataflows
12. Attention to details
13. High Analytical capabilities
14. Creativity in developing solutions
15. Self-learning
16. Resilience in solving problems
Knowledge Examples:
1. Domain knowledge, understanding domain data
2. Applied Mathematics and Statistics
3. Skilled in writing design documents, usage of Power Point, Visio
4. Data visualization, streaming
5. Data migration
6. Data modelling, vector and Graphs
7. RDMSs (relational database management systems), SQL
8. Databases such as NoSQL and cloud computing
9. Hadoop technologies, like MapReduce, Hive, and Pig
10. Programming languages, especially Python and Java
11. Operating systems, including UNIX and MS Windows
12. Cloud solutions
13. Backup/archival software
14. Understanding of data security

Key Responsibilities
Strategy & Planning:
Develop and deliver long-term strategic goals for data architecture vision and standards in conjunction with data users, department managers, clients, and other key stakeholders
Create short-term tactical solutions to achieve long-term objectives and an overall data management roadmap
Establish processes for governing the identification, collection, and use of corporate data assets and metadata; take steps to assure metadata accuracy and validity
Establish methods and procedures for tracking data quality, completeness, redundancy, and Improvement
Ensure that data strategies and architectures meet regulatory compliance requirements
Engage external stakeholders including standards organizations, regulatory bodies, operators, and scientific research communities
Ensure business needs in operational data, reporting data are met
Operational Management
Establish governance, stewardship, and frameworks for managing data across the organization
Develop and promote data management methodologies and standards
Select and implement the appropriate tools, software, applications, and systems to support data technology goals
Collaborate with project managers and business teams for all projects involving enterprise data
Address data-related issues with systems integration, compatibility, and multi-platform integration
Act as a leader and advocate of data management, including coaching, training, and Develop and implement key components as needed to create testing criteria in order to guarantee the fidelity and performance of data architecture
Document the data architecture and environment in order to maintain a current and accurate view of the larger data picture
Identify and develop opportunities for data reuse, migration, or retirement
Project Control and Review
Perform data architecture design review
Identify opportunities for optimization of cost, time and asset utilization in complex projects and advise relevant teams accordingly where possible
Provide advice to teams facing complex technical issues in the course of project delivery
Conduct planned and unplanned technical audits for complex projects as applicable
Define and measure project and program specific architectural and technology quality metrics
Knowledge Management & Capability Development
Provide inputs to teams for training, etc.
Identify the training needs and conduct internal sessions to meet the same
Partner with UST Gamma to Create curriculum, assessments, training programs, courseware based on new service offerings and solutions etc.
Update collateral on to the knowledge management repository
Gain and cultivate domain expertise to provide best and optimized solution to customer
Requirement gathering and Analysis
Understand the requirements from a larger system / transformation program context
Validate the cross application / cross technology requirements to ensure integrate ability and reconciliation of conflicting requirements, by working with customers and other stakeholders
People Management
Provide support to various project managers in identification of training needs of the team
Conduct training / certifications with the help of Gamma and mentoring with respect to technical skills on projects
Support technical evaluation of external and internal candidates to meet project requirements
Perform career guidance and performance management for team members
Alliance Management
Identify alliance partners based on the understanding of service offerings and client requirements.
Identify areas for joint GTM with the partner
Develop internal capabilities/complementary toolsets to support the GTM strategy
Maintain the relationship with partners
Act as the UST technical POC for the specific technology/solution area
Technology Consulting
Define problem statement for the customer
Analyse application/ technology landscape, process, tools and arrive at the solution options best fit for the client
Analyse Cost Vs. Benefits of solution options
Define the technology/ architecture roadmap for the client
Articulate the cost vs. benefits of options to key stakeholders in customer
Innovation and Thought Leadership
Participate in external forums (seminars, paper presentation, etc.)
Interact and engage with customers/ partners around new innovative ideas, concepts, assets; as well as industry trends and implications
Participate in Beta testing of products / joint lab setup with customer to explore application of new technologies / products
Identify areas where components/accelerators or design patterns could be reused across different accounts
Create documents, reports, white papers (international/national) on the research findings
Sales Support and Project Estimation
Develop collaterals for proposals
Compare various designs and propose appropriate technology solutions based on the understanding of the RFP and inputs from Architects
Calculate and present estimates based on high level designs to management for supporting go/ no-go decisions
Review estimations and resource plan
Review risk and mitigation plan
Participate in client presentation and client visits
Data Design & Definition
Ensure alignment of the high-level architecture with the existing client need and business logic / review design prepared by architects
Ensure the involvement of appropriate teams in data design
Ensure technical integrate ability, requirements compliance of the solution, especially in case of a multi group / multi-vendor program
Involve external partners / horizontals as appropriate
Provide guidance to the team around the usage of data architecture and experience in solution implementation, product selection and definition, configuration, migration and transformations between cloud and hosted solutions. Take responsibility for developing cutting edge wallet applications
Ensure UST architecture principles and QOA (Quality of Architecture) are maintained. Analyse trade-offs and provide recommendations, if any, on the data architecture
Identify opportunities for efficiency improvements.
Understand the various work streams and the technologies necessary to deliver on large programs
Resolve any issues based on industry expertise / partners leverage
Provide best in class technology and solution options to customers with detailed examples and case studies. Guide customer on process and technology improvements to achieve agility and quick results
Project Management Support
Proactive identification and management of technical risks
Stakeholder Management
Build credibility with the client as a technical go-to person
Work to expand professional network in the client organization
New Service Design
Identify potential opportunities for new service offerings based on customer voice/ partner inputs / industry connects and trends
Support the development of business case for investments for approval from management
Work with partners to co-develop a joint GTM (as applicable)
Develop IP/tools and framework to address the opportunity technically
Lead beta testing / POC as applicable
Develop collaterals, guides for GTM

Required Qualifications
Skill Examples:
1. Use knowledge of technology trends to provide inputs on potential areas of opportunity for UST,
2. Use knowledge of Architecture Concepts and Principles to create architecture catering to functional and non-functional requirements under guidance of the specialist. Re-engineer existing architecture solutions under the guidance of the specialist. Provide training on best practices in architecture under guidance
3. Use independent knowledge of Design Patterns, Tools and Principles to create high level design for the given requirements. Evaluate multiple design options, and choose the appropriate options for best possible trade-offs. Conduct knowledge sessions to enhance team's design capabilities. Review the low and high level design created by Specialists for efficiency (consumption of hardware, memory and memory leaks, etc.) and maintainability of design
4. Use knowledge of Software Development Process Tools & Techniques to identify and assess incremental improvements for software development process, methodology and tools. Take technical responsibility for all stages in the software development process. Conduct optimal coding with clear understanding of memory leakage and related impact. Implement global standards and guidelines relevant to programming and development, come up with 'points of view' and new technological ideas
5. Use knowledge of Project Management & Agile Tools and Techniques to support, plan and manage medium size projects/programs as defined within UST; identify risks and mitigation strategies
6. Use knowledge of Project Metrics to understand relevance in project. Collect and collate project metrics and share it with the relevant stakeholders
7. Use knowledge of Estimation and Resource Planning to create estimate and plan resources for specific modules / small projects with detailed requirements or user stories in place
8. Use knowledge of Knowledge Management Tools & Techniques to leverage existing material/ re-usable assets in knowledge repository. Independently create and update knowledge artefacts. Create and track project specific KT plans. Provide training to others, write white papers/ blogs at internal level, write technical documents/ user understanding documents at the end of the project
9. Use knowledge of Technical Standards, Documentation & Templates to create documentation appropriate for the project needs. Create documentation appropriate for the reusable assets/ best practices/ case studies
10. Use knowledge of Requirement Gathering and Analysis to support creation of requirements documents or user stories and high level process maps. Identify gaps on the basis of business process, analyse responses to clarification questions, and produce design documents. Create and review estimates and solutions at project level/program level. Create and review design artefacts, update resourcing and schedule based on impacted areas identified. Create design specifically for the non-functional requirements
11. Strong proficiencies in understanding data, workflows and dataflows
12. Attention to details
13. High Analytical capabilities
14. Creativity in developing solutions
15. Self-learning
16. Resilience in solving problems
Knowledge Examples:
1. Domain knowledge, understanding domain data
2. Applied Mathematics and Statistics
3. Skilled in writing design documents, usage of Power Point, Visio
4. Data visualization, streaming
5. Data migration
6. Data modelling, vector and Graphs
7. RDMSs (relational database management systems), SQL
8. Databases such as NoSQL and cloud computing
9. Hadoop technologies, like MapReduce, Hive, and Pig
10. Programming languages, especially Python and Java
11. Operating systems, including UNIX and MS Windows
12. Cloud solutions
13. Backup/archival software
14. Understanding of data security

Preferred Qualifications
Certifications
Hold certification in Architect/Big Data specialty certification in one of AWS or Azure or GCP with experience in knowledge of other architecting Big Data solutions on other cloud and Big Data platforms