Analytics AVP US
for sections like About the role, Responsibilities, Requirements, Qualifications, Skills, Benefits, Pay, Schedule. Only include sections where there is real specific content. We must not repeat job title as heading. No Job ID etc. Remove boilerplate. Preserve all substantive info.
We need to parse the posting.
Key content:
- Intro: "Transform Financial Crime Detection with Data – Apply your analytics experience to strengthen resilience and safeguard Barclays. In your new role as Analytics Assistant Vice President - US Quantexa, you will play a pivotal role in conducting detailed model analysis, tuning, optimization, and analytics across Transaction Monitoring systems deployed in the US and globally. You’ll collaborate with stakeholders including Control Owners, Risk, Compliance, Technology, Operations, and Model Validation teams, communicating clearly on model risk, performance, and lifecycle data. In your role, you will ensure TM solutions are rigorously built and embedded into routine processes, enabling early identification of money laundering and financial crime risks through advanced analytics. Alongside business-as-usual responsibilities, you’ll also contribute to transformation projects, helping design and deliver strategic detection solutions that strengthen Barclays’ financial crime prevention framework."
That's about the role.
- Requirements/Qualifications: "To be successful in your role as Analytics Assistant Vice President - US Quantexa you should have: Advance coding skills like Python, PySpark, Scala or SQL Analytics background with good understanding of databases, modelling, mathematics, and machine learning Solving multi-faceted financial crime problems with logical analytics and ability to present them clearly with visualization MI tools, charts, processes, and business friendly language Other Highly Values Skills Include Financial crime experience especially in the area of Transaction Monitoring (TM) Tuning and optimization, as well as model risk validation with understanding on various processes and responses to responses to complexities raised within TM models. Entity resolution and network analysis"
- Also mention assessment: "You may be assessed on the key critical skills relevant for success in this role, such as risk and controls, change and transformation, business acumen, strategic thinking, digital and technology, as well as job-specific technical skills."
- Location: "This role is located in New York, NY"
- Salary: "Minimum Salary: $110,000.00 Maximum Salary: $155,000.00 The minimum and maximum salary/rate information above includes only base salary or base hourly rate. It does not include any other type of compensation or benefits that may be available."
- Purpose of the role: "Purpose of the role To design, develop, implement, and maintain various statistical, mathematical and machine learning models to support decision-making by analysis and solving complex problems."
- Accountabilities: list of bullet points (Acquisition and collection of data..., Performing data cleaning..., Design and implementation..., Designing, development..., Monitoring model performance..., Leading training..., Evaluating and piloting...)
- Assistant Vice President Expectations: a long paragraph about leadership expectations, LEAD behaviours, etc.
- Barclays Values and Mindset: mention.
We need to decide sections: About the role (intro), Responsibilities (maybe accountabilities + purpose?), Requirements (skills, qualifications), Qualifications (maybe overlapping), Skills (specific technical skills), Benefits (none given), Pay (salary), Schedule (none). We should only include sections with real content.
We have Pay info: min and max salary. So include Pay section.
We have location: could be part of About the role or a separate meta but not required as heading. Could embed in About the role paragraph.
We have no explicit Benefits or Schedule, so omit those sections.
We need to avoid filler like "commensurate with experience". Not present.
We need to use for section headings. Use - for any list of duties/requirements/benefits. Use
for prose.
We must preserve all substantive information; do not invent or summarize away detail. So we need to include all details from the posting, but we can reorganize into sections.
We must not repeat job title as heading. So we won't put "Analytics Assistant Vice President - US Quantexa" as heading.
We must not put Job ID/requisition numbers as headings (none present).
We need to remove cookie/navigation/legal/EEO/equal-opportunity/scam-warning boilerplate, duplicated lines, and application instructions. The posting doesn't have those explicitly but there is some boilerplate about Barclays Values and Mindset at end; that is substantive? It's about values; we should keep it as it's part of posting. Not boilerplate? It's about company values; likely keep.
We need to avoid duplication: there may be repeated sentences. We'll deduplicate.
Let's extract sections:
**About the role** (intro + location + purpose maybe). We'll include intro paragraph describing role, location, purpose.
**Responsibilities** (accountabilities list + maybe transformation projects contribution). Also include ensuring TM solutions built, collaborating with stakeholders, contributing to transformation projects, etc.
**Requirements / Qualifications** (education/experience? Not explicitly given; but we have "Advance coding skills like Python, PySpark, Scala or SQL", "Analytics background with good understanding of databases, modelling, mathematics, and machine learning", "Solving multi-faceted financial crime problems with logical analytics and ability to present them clearly with visualization MI tools, charts, processes, and business friendly language", "Financial crime experience especially in the area of Transaction Monitoring (TM)", "Tuning and optimization, as well as model risk validation with understanding on various processes and responses to complexities raised within TM models.", "Entity resolution and network analysis". Also "You may be assessed on the key critical skills relevant for success in this role, such as risk and controls, change and transformation, business acumen, strategic thinking, digital and technology, as well as job-specific technical skills." That could be under Skills or Requirements.
**Skills** (maybe separate technical skills list). But we can combine Requirements and Skills; but we need to decide sections. The instruction: "Prefer a few substantive sections over many thin ones." So we could have About the role, Responsibilities, Requirements (which includes qualifications and skills), Pay. That's four sections.
We need to use
for each section heading.
Inside each section, we can have
prose and
- for lists.
We must preserve all substantive information. Let's list all substantive points:
From intro:
- Transform Financial Crime Detection with Data – Apply your analytics experience to strengthen resilience and safeguard Barclays.
- In your new role as Analytics Assistant Vice President - US Quantexa, you will play a pivotal role in conducting detailed model analysis, tuning, optimization, and analytics across Transaction Monitoring systems deployed in the US and globally.
- You’ll collaborate with stakeholders including Control Owners, Risk, Compliance, Technology, Operations, and Model Validation teams, communicating clearly on model risk, performance, and lifecycle data.
- In your role, you will ensure TM solutions are rigorously built and embedded into routine processes, enabling early identification of money laundering and financial crime risks through advanced analytics.
- Alongside business-as-usual responsibilities, you’ll also contribute to transformation projects, helping design and deliver strategic detection solutions that strengthen Barclays’ financial crime prevention framework.
- This role is located in New York, NY.
Purpose of the role:
- To design, develop, implement, and maintain various statistical, mathematical and machine learning models to support decision-making by analysis and solving complex problems.
Accountabilities (list):
- Acquisition and collection of data from various sources, including internal databases, external datasets, and real-time feeds.
- Performing data cleaning and pre-processing tasks to ensure data quality and suitability for model development.
- Design and implementation of data management strategies for model maintenance and future development.
- Designing, development, and implementation of statistical and machine learning models for various applications, including credit risk assessment, fraud detection, customer segmentation, and marketing optimisation.
- Monitoring model performance in real-time and identify any potential issues or biases.
- Leading training, mentoring, and knowledge-sharing sessions to uplift ML capability across the organisation.
- Evaluating and piloting emerging technologies, tools, and frameworks to ensure the organisation remains at the forefront of AI innovation.
Assistant Vice President Expectations (leadership expectations) - we could include under Responsibilities or a separate section but we prefer few sections. Could embed within Responsibilities as prose.
Barclays Values and Mindset:
- All colleagues will be expected to demonstrate the Barclays Values of Respect, Integrity, Service, Excellence and Stewardship – our moral compass, helping us do what we believe is right.
- They will also be expected to demonstrate the Barclays Mindset – to Empower, Challenge and Drive – the operating manual for how we behave.
Requirements/Skills:
- Advance coding skills like Python, PySpark, Scala or SQL
- Analytics background with good understanding of databases, modelling, mathematics, and machine learning
- Solving multi-faceted financial crime problems with logical analytics and ability to present them clearly with visualization MI tools, charts, processes, and business friendly language
- Financial crime experience especially in the area of Transaction Monitoring (TM)
- Tuning and optimization, as well as model risk validation with understanding on various processes and responses to complexities raised within TM models.
- Entity resolution and network analysis
- You may be assessed on the key critical skills relevant for success in this role, such as risk and controls, change and transformation, business acumen, strategic thinking, digital and technology, as well as job-specific technical skills.
Pay:
- Minimum Salary: $110,000.00
- Maximum Salary: $155,000.00
- Note: The minimum and maximum salary/rate information above includes only base salary or base hourly rate. It does not include any other type of compensation or benefits that may be available.
We should not include boilerplate like "The minimum and maximum salary/rate information above includes only base salary or base hourly rate. It does not include any other type of compensation or benefits that may be available." That's substantive? It's clarifying; we can keep as prose.
Now we need to avoid duplication. Some points appear in both intro and responsibilities; we need to ensure we keep all but not duplicate same sentence. We'll craft sections with unique content.
Let's draft:
not needed; just HTML fragment.
We'll have:
About the role
Transform Financial Crime Detection with Data – Apply your analytics experience to strengthen resilience and safeguard Barclays. In your new role as Analytics Assistant Vice President - US Quantexa, you will play a pivotal role in conducting detailed model analysis, tuning, optimization, and analytics across Transaction Monitoring systems deployed in the US and globally. You’ll collaborate with stakeholders including Control Owners, Risk, Compliance, Technology, Operations, and Model Validation teams, communicating clearly on model risk, performance, and lifecycle data. In your role, you will ensure TM solutions are rigorously built and embedded into routine processes, enabling early identification of money laundering and financial crime risks through advanced analytics. Alongside business-as-usual responsibilities, you’ll also contribute to transformation projects, helping design and deliver strategic detection solutions that strengthen Barclays’ financial crime prevention framework. This role is located in New York, NY.
Purpose
To design, develop, implement, and maintain various statistical, mathematical and machine learning models to support decision‑making by analysis and solving complex problems.
But we said prefer few sections; maybe combine Purpose into About the role? However purpose is distinct; but we could embed purpose in About the role paragraph. The instruction: "Prefer a few substantive sections over many thin ones." So we could merge purpose into About the role. Let's do that: add purpose sentence to About the role paragraph.
Thus About the role paragraph includes purpose.
Now Responsibilities: include accountabilities list and leadership expectations (Assistant Vice President Expectations) and maybe also the collaboration with stakeholders (already in About). But we can keep responsibilities as the list of duties (accountabilities) plus leadership expectations.
We need to avoid duplication: collaboration with stakeholders already in About; we can keep it there; responsibilities can focus on accountabilities and leadership expectations.
Thus Responsibilities section:
Res
- for any list of duties/requirements/benefits. Use
for prose. We must preserve all substantive information; do not invent or summarize away detail. So we need to include all details from the posting, but we can reorganize into sections. We must not repeat job title as heading. So we won't put "Analytics Assistant Vice President - US Quantexa" as heading. We must not put Job ID/requisition numbers as headings (none present). We need to remove cookie/navigation/legal/EEO/equal-opportunity/scam-warning boilerplate, duplicated lines, and application instructions. The posting doesn't have those explicitly but there is some boilerplate about Barclays Values and Mindset at end; that is substantive? It's about values; we should keep it as it's part of posting. Not boilerplate? It's about company values; likely keep. We need to avoid duplication: there may be repeated sentences. We'll deduplicate. Let's extract sections: **About the role** (intro + location + purpose maybe). We'll include intro paragraph describing role, location, purpose. **Responsibilities** (accountabilities list + maybe transformation projects contribution). Also include ensuring TM solutions built, collaborating with stakeholders, contributing to transformation projects, etc. **Requirements / Qualifications** (education/experience? Not explicitly given; but we have "Advance coding skills like Python, PySpark, Scala or SQL", "Analytics background with good understanding of databases, modelling, mathematics, and machine learning", "Solving multi-faceted financial crime problems with logical analytics and ability to present them clearly with visualization MI tools, charts, processes, and business friendly language", "Financial crime experience especially in the area of Transaction Monitoring (TM)", "Tuning and optimization, as well as model risk validation with understanding on various processes and responses to complexities raised within TM models.", "Entity resolution and network analysis". Also "You may be assessed on the key critical skills relevant for success in this role, such as risk and controls, change and transformation, business acumen, strategic thinking, digital and technology, as well as job-specific technical skills." That could be under Skills or Requirements. **Skills** (maybe separate technical skills list). But we can combine Requirements and Skills; but we need to decide sections. The instruction: "Prefer a few substantive sections over many thin ones." So we could have About the role, Responsibilities, Requirements (which includes qualifications and skills), Pay. That's four sections. We need to use
for each section heading. Inside each section, we can have
prose and
- for lists.
We must preserve all substantive information. Let's list all substantive points:
From intro:
- Transform Financial Crime Detection with Data – Apply your analytics experience to strengthen resilience and safeguard Barclays.
- In your new role as Analytics Assistant Vice President - US Quantexa, you will play a pivotal role in conducting detailed model analysis, tuning, optimization, and analytics across Transaction Monitoring systems deployed in the US and globally.
- You’ll collaborate with stakeholders including Control Owners, Risk, Compliance, Technology, Operations, and Model Validation teams, communicating clearly on model risk, performance, and lifecycle data.
- In your role, you will ensure TM solutions are rigorously built and embedded into routine processes, enabling early identification of money laundering and financial crime risks through advanced analytics.
- Alongside business-as-usual responsibilities, you’ll also contribute to transformation projects, helping design and deliver strategic detection solutions that strengthen Barclays’ financial crime prevention framework.
- This role is located in New York, NY.
Purpose of the role:
- To design, develop, implement, and maintain various statistical, mathematical and machine learning models to support decision-making by analysis and solving complex problems.
Accountabilities (list):
- Acquisition and collection of data from various sources, including internal databases, external datasets, and real-time feeds.
- Performing data cleaning and pre-processing tasks to ensure data quality and suitability for model development.
- Design and implementation of data management strategies for model maintenance and future development.
- Designing, development, and implementation of statistical and machine learning models for various applications, including credit risk assessment, fraud detection, customer segmentation, and marketing optimisation.
- Monitoring model performance in real-time and identify any potential issues or biases.
- Leading training, mentoring, and knowledge-sharing sessions to uplift ML capability across the organisation.
- Evaluating and piloting emerging technologies, tools, and frameworks to ensure the organisation remains at the forefront of AI innovation.
Assistant Vice President Expectations (leadership expectations) - we could include under Responsibilities or a separate section but we prefer few sections. Could embed within Responsibilities as prose.
Barclays Values and Mindset:
- All colleagues will be expected to demonstrate the Barclays Values of Respect, Integrity, Service, Excellence and Stewardship – our moral compass, helping us do what we believe is right.
- They will also be expected to demonstrate the Barclays Mindset – to Empower, Challenge and Drive – the operating manual for how we behave.
Requirements/Skills:
- Advance coding skills like Python, PySpark, Scala or SQL
- Analytics background with good understanding of databases, modelling, mathematics, and machine learning
- Solving multi-faceted financial crime problems with logical analytics and ability to present them clearly with visualization MI tools, charts, processes, and business friendly language
- Financial crime experience especially in the area of Transaction Monitoring (TM)
- Tuning and optimization, as well as model risk validation with understanding on various processes and responses to complexities raised within TM models.
- Entity resolution and network analysis
- You may be assessed on the key critical skills relevant for success in this role, such as risk and controls, change and transformation, business acumen, strategic thinking, digital and technology, as well as job-specific technical skills.
Pay:
- Minimum Salary: $110,000.00
- Maximum Salary: $155,000.00
- Note: The minimum and maximum salary/rate information above includes only base salary or base hourly rate. It does not include any other type of compensation or benefits that may be available.
We should not include boilerplate like "The minimum and maximum salary/rate information above includes only base salary or base hourly rate. It does not include any other type of compensation or benefits that may be available." That's substantive? It's clarifying; we can keep as prose.
Now we need to avoid duplication. Some points appear in both intro and responsibilities; we need to ensure we keep all but not duplicate same sentence. We'll craft sections with unique content.
Let's draft:
not needed; just HTML fragment.
We'll have:
About the role
Transform Financial Crime Detection with Data – Apply your analytics experience to strengthen resilience and safeguard Barclays. In your new role as Analytics Assistant Vice President - US Quantexa, you will play a pivotal role in conducting detailed model analysis, tuning, optimization, and analytics across Transaction Monitoring systems deployed in the US and globally. You’ll collaborate with stakeholders including Control Owners, Risk, Compliance, Technology, Operations, and Model Validation teams, communicating clearly on model risk, performance, and lifecycle data. In your role, you will ensure TM solutions are rigorously built and embedded into routine processes, enabling early identification of money laundering and financial crime risks through advanced analytics. Alongside business-as-usual responsibilities, you’ll also contribute to transformation projects, helping design and deliver strategic detection solutions that strengthen Barclays’ financial crime prevention framework. This role is located in New York, NY.
Purpose
To design, develop, implement, and maintain various statistical, mathematical and machine learning models to support decision‑making by analysis and solving complex problems.
But we said prefer few sections; maybe combine Purpose into About the role? However purpose is distinct; but we could embed purpose in About the role paragraph. The instruction: "Prefer a few substantive sections over many thin ones." So we could merge purpose into About the role. Let's do that: add purpose sentence to About the role paragraph. Thus About the role paragraph includes purpose. Now Responsibilities: include accountabilities list and leadership expectations (Assistant Vice President Expectations) and maybe also the collaboration with stakeholders (already in About). But we can keep responsibilities as the list of duties (accountabilities) plus leadership expectations. We need to avoid duplication: collaboration with stakeholders already in About; we can keep it there; responsibilities can focus on accountabilities and leadership expectations. Thus Responsibilities section:Res
- for lists.
We must preserve all substantive information. Let's list all substantive points:
From intro:
- Transform Financial Crime Detection with Data – Apply your analytics experience to strengthen resilience and safeguard Barclays.
- In your new role as Analytics Assistant Vice President - US Quantexa, you will play a pivotal role in conducting detailed model analysis, tuning, optimization, and analytics across Transaction Monitoring systems deployed in the US and globally.
- You’ll collaborate with stakeholders including Control Owners, Risk, Compliance, Technology, Operations, and Model Validation teams, communicating clearly on model risk, performance, and lifecycle data.
- In your role, you will ensure TM solutions are rigorously built and embedded into routine processes, enabling early identification of money laundering and financial crime risks through advanced analytics.
- Alongside business-as-usual responsibilities, you’ll also contribute to transformation projects, helping design and deliver strategic detection solutions that strengthen Barclays’ financial crime prevention framework.
- This role is located in New York, NY.
Purpose of the role:
- To design, develop, implement, and maintain various statistical, mathematical and machine learning models to support decision-making by analysis and solving complex problems.
Accountabilities (list):
- Acquisition and collection of data from various sources, including internal databases, external datasets, and real-time feeds.
- Performing data cleaning and pre-processing tasks to ensure data quality and suitability for model development.
- Design and implementation of data management strategies for model maintenance and future development.
- Designing, development, and implementation of statistical and machine learning models for various applications, including credit risk assessment, fraud detection, customer segmentation, and marketing optimisation.
- Monitoring model performance in real-time and identify any potential issues or biases.
- Leading training, mentoring, and knowledge-sharing sessions to uplift ML capability across the organisation.
- Evaluating and piloting emerging technologies, tools, and frameworks to ensure the organisation remains at the forefront of AI innovation.
Assistant Vice President Expectations (leadership expectations) - we could include under Responsibilities or a separate section but we prefer few sections. Could embed within Responsibilities as prose.
Barclays Values and Mindset:
- All colleagues will be expected to demonstrate the Barclays Values of Respect, Integrity, Service, Excellence and Stewardship – our moral compass, helping us do what we believe is right.
- They will also be expected to demonstrate the Barclays Mindset – to Empower, Challenge and Drive – the operating manual for how we behave.
Requirements/Skills:
- Advance coding skills like Python, PySpark, Scala or SQL
- Analytics background with good understanding of databases, modelling, mathematics, and machine learning
- Solving multi-faceted financial crime problems with logical analytics and ability to present them clearly with visualization MI tools, charts, processes, and business friendly language
- Financial crime experience especially in the area of Transaction Monitoring (TM)
- Tuning and optimization, as well as model risk validation with understanding on various processes and responses to complexities raised within TM models.
- Entity resolution and network analysis
- You may be assessed on the key critical skills relevant for success in this role, such as risk and controls, change and transformation, business acumen, strategic thinking, digital and technology, as well as job-specific technical skills.
Pay:
- Minimum Salary: $110,000.00
- Maximum Salary: $155,000.00
- Note: The minimum and maximum salary/rate information above includes only base salary or base hourly rate. It does not include any other type of compensation or benefits that may be available.
We should not include boilerplate like "The minimum and maximum salary/rate information above includes only base salary or base hourly rate. It does not include any other type of compensation or benefits that may be available." That's substantive? It's clarifying; we can keep as prose.
Now we need to avoid duplication. Some points appear in both intro and responsibilities; we need to ensure we keep all but not duplicate same sentence. We'll craft sections with unique content.
Let's draft:
not needed; just HTML fragment.
We'll have: