דרושים Ref Data Mgmt Rep 4- C04 ב-Citi Group ב-הודו

The Specialized Analytics Sr Anlst is a seasoned professional role. Applies in-depth disciplinary knowledge, contributing to the development of new techniques and the improvement of processes and work-flow for the area or function. Integrates subject matter and industry expertise within a defined area. Requires in-depth understanding of how areas collectively integrate within the sub-function as well as coordinate and contribute to the objectives of the function and overall business. Evaluates moderately complex and variable issues with substantial potential impact, where development of an approach/taking of an action involves weighing various alternatives and balancing potentially conflicting situations using multiple sources of information. Requires good analytical skills in order to filter, prioritize and validate potentially complex and dynamic material from multiple sources. Excellent communication and diplomacy skills are required. Regularly assumes informal/formal leadership role within teams. Involved in coaching and training of new recruits. Significant impact in terms of project size, geography, etc. by influencing decisions through advice, counsel and/or facilitating services to others in area of specialization. Work and performance of all teams in the area are directly affected by the performance of the individual.Responsibilities:

• Incumbents work with large and complex data sets (both internal and external data) to evaluate, recommend, and support the implementation of business strategies
• Identifies and compiles data sets using a variety of tools (e.g. SQL, Access) to help predict, improve, and measure the success of key business to business outcomes
• Responsible for documenting data requirements, data collection / processing / cleaning, and exploratory data analysis; which may include utilizing statistical models / algorithms and data visualization techniques
• Incumbents in this role may often be referred to as Data Scientists
• Specialization in marketing, risk, digital and AML fields possible
• Appropriately assess risk when business decisions are made, demonstrating particular consideration for the firm's reputation and safeguarding Citigroup, its clients and assets, by driving compliance with applicable laws, rules and regulations, adhering to Policy, applying sound ethical judgment regarding personal behavior, conduct and business practices, and escalating, managing and reporting control issues with transparency.

Qualifications:

• 8-12 years of experience into Data Scientists/Analytics
• Must have the ability to retrieve and manipulation data
• Advanced analytic ability and problem solving skills to proactively address business questions with innovative data driven solutions
• Ability to build partnerships with cross-functional teams in order
• Working experience in a quantitative field, Financial/Credit Card industry
• Willing to learn and can-do attitude
• Excellent communication and interpersonal skills, be organized, detail oriented, flexible and adaptive to matrix work environment
• Skills-SQL, Python, Machine Learning, Advance modelling, PySpark, Decision Tree

Education:

• Bachelors/University degree or equivalent experience

This job description provides a high-level review of the types of work performed. Other job-related duties may be assigned as required

Time Type:

Responsibilities

• Developing and supporting scalable, extensible, and highly available data solutions
• Deliver on critical business priorities while ensuring alignment with the wider architectural vision
• Identify and help address potential risks in the data supply chain
• Follow and contribute to technical standards
• Design and develop analytical data models

Required Qualifications & Work Experience

• First Class Degree in Engineering/Technology (4-year graduate course)
• 5 to 10 years’ experience implementing data-intensive solutions using agile methodologies
• Experience of relational databases and using SQL for data querying, transformation and manipulation
• Experience of modelling data for analytical consumers

• Ability to automate and streamline the build, test and deployment of data pipelines
• Experience in cloud native technologies and patterns
• A passion for learning new technologies, and a desire for personal growth, through self-study, formal classes, or on-the-job training
• Excellent communication and problem-solving skills

echnical Skills (Must Have)

• ETL: Hands on experience of building data pipelines. Proficiency in two or more data integration platforms such as Ab Initio, Apache Spark, Talend and Informatica
• Big Data:Experience of ‘big data’ platforms such as Hadoop, Hive or Snowflake for data storage and processing
• Data Warehousing & Database Management : Understanding of Data Warehousing concepts, Relational (Oracle, MSSQL, MySQL) and NoSQL (MongoDB, DynamoDB) database design
• Data Modeling & Design:Good exposure to data modeling techniques; design, optimization and maintenance of data models and data structures
• Languages : Proficient in one or more programming languages commonly used in data engineering such as Python, Java or Scala
• DevOps : Exposure to concepts and enablers - CI/CD platforms, version control, automated quality control management

Technical Skills (Valuable)

• Ab Initio : Experience developing Co>Op graphs; ability to tune for performance. Demonstrable knowledge across full suite of Ab Initio toolsets e.g., GDE, Express>IT, Data Profiler and Conduct>IT, Control>Center, Continuous>Flows
• Cloud : Good exposure to public cloud data platforms such as S3, Snowflake, Redshift, Databricks, BigQuery, etc. Demonstratable understanding of underlying architectures and trade-offs
• Data Quality & Controls : Exposure to data validation, cleansing, enrichment and data controls
• Containerization : Fair understanding of containerization platforms like Docker, Kubernetes
• File Formats : Exposure in working on Event/File/Table Formats such as Avro, Parquet, Protobuf, Iceberg, Delta
• Others : Basics of Job scheduler like Autosys. Basics of Entitlement management
• Certification on any of the above topics would be an advantage.

Time Type:

The Data Science Senior Analyst is a seasoned professional role. Applies in-depth disciplinary knowledge, contributing to the development of new techniques and the improvement of processes and work-flow for the area or function. Integrates subject matter and industry expertise within a defined area. Requires in-depth understanding of how areas collectively integrate within the sub-function as well as coordinate and contribute to the objectives of the function and overall business. Evaluates moderately complex and variable issues with substantial potential impact, where development of an approach/taking of an action involves weighing various alternatives and balancing potentially conflicting situations using multiple sources of information. Requires good analytical skills in order to filter, prioritize and validate potentially complex and dynamic material from multiple sources. Strong communication and diplomacy skills are required. Regularly assumes informal/formal leadership role within teams. Involved in coaching and training of new recruits. Significant impact in terms of project size, geography, etc. by influencing decisions through advice, counsel and/or facilitating services to others in area of specialization. Work and performance of all teams in the area are directly affected by the performance of the individual.Responsibilities:

• Conducts strategic data analysis, identifies insights and implications and make strategic recommendations, develops data displays that clearly communicate complex analysis.
• Mines and analyzes data from various banking platforms to drive optimization and improve data quality.
• Deliver analytics initiatives to address business problems with the ability to determine data required, assess time & effort required and establish a project plan.
• Consults with business clients to determine system functional specifications. Applies comprehensive understanding of how multiple areas collectively integrate to contribute towards achieving business objectives.
• Consults with users and clients to solve complex system issues/problems through in-depth evaluation of business processes, systems and industry standards; recommends solutions.
• Leads system change process from requirements through implementation; provides user and operational support of application to business users.
• Formulates and defines systems scope and objectives for complex projects through research and fact-finding combined with an understanding of applicable business systems and industry standards.
• Impacts the business directly by ensuring the quality of work provided by self and others; impacts own team and closely related work teams.
• Considers the business implications of the application of technology to the current business environment; identifies and communicates risks and impacts.
• Drives communication between business leaders and IT; exhibits sound and comprehensive communication and diplomacy skills to exchange complex information.
• Performs other duties and functions as assigned.
• Appropriately assess risk when business decisions are made, demonstrating particular consideration for the firm's reputation and safeguarding Citigroup, its clients and assets, by driving compliance with applicable laws, rules and regulations, adhering to Policy, applying sound ethical judgment regarding personal behavior, conduct and business practices, and escalating, managing and reporting control issues with transparency.

Qualifications:

• 5-8 years experience in business and data analysis, process improvement and project management
• Ability to effectively use complex analytical, interpretive and problem solving techniques.
• Demonstrated interpersonal, verbal and written communication skills.
• Methodical attention to detail
• Experience using tools for statistical modeling of large data sets

Education:

• Bachelors (4 Year University) Degree or equivalent experience required

This job description provides a high-level review of the types of work performed. Other job-related duties may be assigned as required.

Anticipated Posting Close Date:

Responsibilities:

- Develop and maintain application development to complicated enterprise data lineage

- Optimize industry based tool to simplify enterprise level data complexity via data lineage

- Debug and resolve graph-related issues

- Conduct code reviews for quality assurance

- Write and maintain documentation for functionalities and APIs

- Integrate and validate third-party libraries and tools

- Manage source code using version control systems

- Implement algorithms for code generation and optimization

- Perform code refactoring for better maintainability and efficiency

- Stay updated with advancements in Data lineage technology

- Profile and benchmark compiler performance on various platforms

- Develop automated testing and verification of code base and functionality

- Analyze performance metrics to identify areas for improvement

- Participate in design and architecture discussions

- Use static and dynamic analysis tools to improve code quality

- Research new techniques and methodologies

- Contribute to and engage with open-source compiler projects

Qualifications:

• Strong understanding of Data Lineage, metadata management and reference data development and data analytics.
• Good knowledge about relational databases like Oracle, SQL / PLSQL,
• Strong knowledge in one or more of the areas of: Data lineage, application development, python or Java coding experience
• Hands on experience of any coding language and tool based configuration prior experience.
• Full Software Development Kit (SDK) development cycle experience.
• Pragmatic problem-solving and ability to work independently or as part of a team.
• Proficiency in ab-initio mHub or python programming languages.
• Proficiency with 1 or more of the following programming languages: Java, API, Python
• 2+ years of non-internship professional software development experience
• A passion for development, strong work ethic, and continuous learning.
• Experience with code optimization techniques for different hardware architectures.

Education:

• Bachelor’s degree/University degree or equivalent experience

This job description provides a high-level review of the types of work performed. Other job-related duties may be assigned as required.

Preferred Qualifications:

- Bachelor's in computer science or related field.

- Experience relational database i.e. SQL / PLSQL, Oracle etc

- Experience with code development, metadata management, reference data, Lineage tool

- Experience with developing data lineage using tool or custom code.

- Experience in Data management and coding language

- At least 4+ years of application Ab-initio Metadata hub development experience.

and engage with open-source compiler projects

Time Type:

Responsibilities:

• Incumbents work with large and complex data sets (both internal and external data) to evaluate, recommend, and support the implementation of business strategies
• Identifies and compiles data sets using a variety of tools (e.g. SQL, Access) to help predict, improve, and measure the success of key business to business outcomes
• Responsible for documenting data requirements, data collection / processing / cleaning, and exploratory data analysis; which may include utilizing statistical models / algorithms and data visualization techniques
• Incumbents in this role may often be referred to as Data Scientists
• Specialization in marketing, risk, digital and AML fields possible
• Appropriately assess risk when business decisions are made, demonstrating particular consideration for the firm's reputation and safeguarding Citigroup, its clients and assets, by driving compliance with applicable laws, rules and regulations, adhering to Policy, applying sound ethical judgment regarding personal behavior, conduct and business practices, and escalating, managing and reporting control issues with transparency.

Qualifications:

• 4-8 years relevant experience
• Hands-on Data Scientist with knowledge of latest tools and techniques
• Good to have GenAI exposure
• Good to have Financial Crimes Compliance Knowledge
• Have the ability to retrieve and manipulation data
• Possess analytic ability and problem solving skills
• Working experience in a quantitative field
• Willing to learn and can-do attitude
• Excellent communication and interpersonal skills, be organized, detail oriented, flexible and adaptive to matrix work environment
• Ability to build partnerships with cross-function leaders

Education:

• Bachelors/Masters/University degree or equivalent experience

This job description provides a high-level review of the types of work performed. Other job-related duties may be assigned as required.

Time Type:

The Ref Data Mgmt C04 performs moderately complex and varied assignments related to Corporate Action announcement and processing. Demonstrates technical/administrative expertise. Applies specialized functional area skills and basic knowledge including underlying professional/technical principles or standards. Understands how duties relate with others in the team/unit and how the unit integrates with others in accomplishing the work of the function. Exchanges moderately complex information with others. Basic knowledge of the organization and its policies required. Applies research, information gathering and analysis skills to factual information. Applies judgment based on practice and precedence. Selects the best course of action from a broad array of defined options, understanding the consequences of each.Responsibilities:

• Ensure customers classified in line with required regulations
• Ensure corporate action are scrubbed and announced with stipulated SLA
• Performs on-going maintenance/refresh of existing customer data
• Interacts daily with global operations teams to ensure timely update of all corporate action notification
• Actively monitors corporate action notification to ensure instructions are being updated correctly
• Liaises with other operations teams globally
• Daily monitoring of new corporate action notification to ensure all announcement requirements are met.
• Daily deliverable of routine and defined tasks, while developing knowledge of the broader context in which work is being performed.
• Completes all mandatory reports in a timely manner and required standard
• Awareness of and adherence to audit & risk controls.
• Appropriately assess risk when business decisions are made, demonstrating particular consideration for the firm's reputation and safeguarding Citigroup, its clients and assets, by driving compliance with applicable laws, rules and regulations, adhering to Policy, applying sound ethical judgment regarding personal behavior, conduct and business practices, and escalating, managing and reporting control issues with transparency.

Qualifications:

• 0-2 years of experience, specifically of Investment banking and capital market knowledge
• Knowledge of corporate actions, trade life cycle and familiarity with capital market and instruments.
• Good communication skills, proactiveness and flexibility to work in different shifts.
• Good attention to detail and team player skills a must.

Education:

• Graduate or postgraduate degree.

Time Type:

The Ref Data Mgmt C04 performs moderately complex and varied assignments related to Corporate Action announcement and processing. Demonstrates technical/administrative expertise. Applies specialized functional area skills and basic knowledge including underlying professional/technical principles or standards. Understands how duties relate with others in the team/unit and how the unit integrates with others in accomplishing the work of the function. Exchanges moderately complex information with others. Basic knowledge of the organization and its policies required. Applies research, information gathering and analysis skills to factual information. Applies judgment based on practice and precedence. Selects the best course of action from a broad array of defined options, understanding the consequences of each.Responsibilities:

• Ensure customers classified in line with required regulations
• Ensure corporate action are scrubbed and announced with stipulated SLA
• Performs on-going maintenance/refresh of existing customer data
• Interacts daily with global operations teams to ensure timely update of all corporate action notification
• Actively monitors corporate action notification to ensure instructions are being updated correctly
• Liaises with other operations teams globally
• Daily monitoring of new corporate action notification to ensure all announcement requirements are met.
• Daily deliverable of routine and defined tasks, while developing knowledge of the broader context in which work is being performed.
• Completes all mandatory reports in a timely manner and required standard
• Awareness of and adherence to audit & risk controls.
• Appropriately assess risk when business decisions are made, demonstrating particular consideration for the firm's reputation and safeguarding Citigroup, its clients and assets, by driving compliance with applicable laws, rules and regulations, adhering to Policy, applying sound ethical judgment regarding personal behavior, conduct and business practices, and escalating, managing and reporting control issues with transparency.

Qualifications:

• 0-2 years of experience, specifically of Investment banking and capital market knowledge
• Knowledge of corporate actions, trade life cycle and familiarity with capital market and instruments.
• Good communication skills, proactiveness and flexibility to work in different shifts.
• Good attention to detail and team player skills a must.

Education:

• Graduate or postgraduate degree.

Time Type: