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We are seeking an experienced AI/ML Data Engineer to analyze large datasets, build machine learning models, and develop data-driven solutions that support business decision-making. The ideal candidate will have strong experience in Python, machine learning modeling, and big data technologies, along with the ability to collaborate with cross-functional teams to deliver scalable data solutions.

<div>Job Title: AI/ML – Data Engineer (Python, Gen AI, ML Modeling) Location: New York, NY (Hybrid – 3 Days Onsite)Job Description: We are seeking an experienced AI/ML Data Engineer to analyze large datasets, build machine learning models, and develop data-driven solutions that support business decision-making. The ideal candidate will have strong experience in Python, machine learning modeling, and big data technologies, along with the ability to collaborate with cross-functional teams to deliver scalable data solutions.Key Responsibilities:<ul><li>Analyze large and complex datasets to derive actionable insights and support business strategies.</li><li>Develop, train, and implement advanced machine learning models and algorithms.</li><li>Collaborate with cross-functional teams to understand business requirements and deliver data-driven solutions.</li><li>Communicate analytical findings, insights, and recommendations to stakeholders and executive leadership.</li><li>Stay updated with the latest advancements and technologies in data science, machine learning, and AI.</li></ul>Basic Qualifications:<ul><li>Bachelor's degree in Computer Science, Statistics, Applied Mathematics, or a related field.</li><li>Minimum of 8 years of experience in a data science or data engineering role.</li><li>Strong proficiency in Python and libraries such as Pandas, NumPy, and Scikit-Learn.</li><li>Experience working with PySpark for large-scale data processing.</li><li>Strong understanding of machine learning techniques and algorithms.</li><li>Proficiency in programming languages such as Python or R.</li></ul>Preferred Qualifications:<ul><li>Experience with modern ML frameworks such as PyTorch or TensorFlow.</li><li>Experience with big data technologies such as PySpark.</li><li>Experience training and deploying ML models in cloud environments such as Azure, AWS, or GCP.</li><li>Proven experience deploying and optimizing machine learning models in production environments.</li><li>Strong communication and data visualization skills to present insights to non-technical stakeholders.</li></ul></div>

Georgia Tek Systems

AI/ML – Data Engineer (Python, Gen AI, ML Modeling)

Algorithms

Analysis Skills

Artificial Intelligence (AI)

Big Data

Business Strategy

Business Support

Communication Skills

Computer Science

Cross-Functional

Data Analysis

Data Modeling

Data Processing

Data Science

Data Sets

Data Visualization

Decision Support

Emerging Technology

Leadership

Machine Learning

Mathematics

Presentation/Verbal Skills

Production Systems

Programming Languages

Python Programming/Scripting Language

R Programming Language

Software Engineering

Statistics

Team Player

Training Data Sets

FEED

15+ Years in Data Management & Operations: A proven track record of building and maintaining enterprise-grade data pipelines and large-scale distributed systems, specifically within the Financial Services or Fintech sectors. PostgreSQL Specialization: At least 8-10 years of deep, hands-on experience specifically with PostgreSQL, including internal mechanisms (MVCC, WAL, VACUUM), partitioning, and advanced indexing (pgvector, GIN, GiST).

Enterprise Data Services Manager(Remote Candidates will be considered)   Our Story and Our Purpose   National Digital Trust Company (In Organization) has received conditional approval from the Office of the Comptroller of the Currency to open as a federally chartered trust bank to provide a broad range of digital asset services. We are building a specialized financial institution addressing the growing demand for digital asset services. Our primary business will focus on digital asset custody, providing secure, efficient custodial and fiduciary services for a variety of digital assets.  You will work with foundational systems and processes to help shape our operating model and influence how a new category of financial infrastructure comes to market. We are looking for builders who handle complexity with confidence and tackle ambitious opportunities while keeping pace with this rapidly evolving industry.  Let's build this together! Our Principles  Greatness is a mindset, not an accomplishment. Mediocrity is unacceptable. Excellence is contagious. We hire people because we believe in their greatness. Now is the time to prove us right. Responsibility comes with the territory. Everyone is an owner, which means we share a common vision and mutual accountability. We act in line with our strategic objectives and the trust our customers place in us. We believe there is no such thing as "not my problem." Taking this level of ownership not only drives our collective success but also offers the potential for significant reward.Innovation and adaptation are in our DNA. We are in a period of the most dramatic and rapid period of technological change in the history of humankind. Those that stay ahead will thrive, those that don't, won't. We innovate intelligently and thrive on overcoming challenges, to get (at least) a little better every day and ensure our continued growth and success.Team first. We are reliable teammates working together toward extraordinary success through honesty and accountability. We believe collaboration knows no hierarchy, and we focus on what matters.  We work toward consensus, but when necessary, we disagree and commit. We know that winners win. Role OverviewWe are seeking a highly seasoned Data Architect/Manager with a minimum of 15 years of experience in banks or related financial services to support the architecture, development, and optimization of our data infrastructure within a highly regulated financial environment. The ideal candidate is a "SQL Master" with extensive experience in the SQL and PostgreSQL ecosystem, capable of designing high-performance database schemas while ensuring strict adherence to global banking and federal regulatory standards.In this role, you will act as the primary authority on data modeling, statistical data engineering, and data mastering. You will lead the implementation of data lineage and quality controls required for BCBS 239 compliance, ensure alignment with ISO 20022 messaging standards, and maintain process excellence following ISO 9000 and CMM/CMMI frameworks. Furthermore, you will spearhead the data operations and management strategy for AI/ML and Generative AI, specifically focusing on robust data testing and high-performance RAG (Retrieval-Augmented Generation) architectures. Objectives <ul style="margin-top:0in;margin-bottom:0in"><li style="margin-top:0in;margin-right:0in;margin-bottom:8pt;line-height:115%;font-size:12pt;font-family:'aptos' , sans-serif">Data Strategy for AI:  Design a  data layer for LLM-powered applications, ensuring that RAG systems have access to high-quality, governed, and real-time context from PostgreSQL.</li><li style="margin-top:0in;margin-right:0in;margin-bottom:8pt;line-height:115%;font-size:12pt;font-family:'aptos' , sans-serif">Advanced Data Testing & Observability: Design and implement a "Test-First" data culture. Develop automated frameworks to validate data integrity, freshness, and distribution at every stage of the ELT/ML pipeline.</li><li style="margin-top:0in;margin-right:0in;margin-bottom:8pt;line-height:115%;font-size:12pt;font-family:'aptos' , sans-serif">Standardized Financial Modeling: Define database schemas that natively support ISO 20022 structures, ensuring seamless interoperability for AI-driven financial analysis.</li><li style="margin-top:0in;margin-right:0in;margin-bottom:8pt;line-height:115%;font-size:12pt;font-family:'aptos' , sans-serif">Process Excellence (CMMI): Define and enforce data management  workflows that meet CMM Level 3/4 standards, specifically applying these to the fast-moving AI/ML development lifecycle.</li><li style="margin-top:0in;margin-right:0in;margin-bottom:8pt;line-height:115%;font-size:12pt;font-family:'aptos' , sans-serif">Regulatory Data Governance: Ensure AI and ML data pipelines adhere to BCBS 239 and FFIEC AIO standards, focusing on model interpretability and data provenance.</li><li style="margin-top:0in;margin-right:0in;margin-bottom:8pt;line-height:115%;font-size:12pt;font-family:'aptos' , sans-serif">Data Mastering & Quality:  Design  MDM solutions using R,SQL and other tools to build automated validation suites that identify anomalies before they reach downstream ML models or RAG systems.</li><li style="margin-top:0in;margin-right:0in;margin-bottom:8pt;line-height:115%;font-size:12pt;font-family:'aptos' , sans-serif">AI-Assisted  Capabilities:  Develop internal tools  to accelerate developer productivity while maintaining strict data  governance and auditability.</li></ul><ul style="margin-top:0in;margin-bottom:0in"><li style="margin-top:0in;margin-right:0in;margin-bottom:8pt;line-height:115%;font-size:12pt;font-family:'aptos' , sans-serif">Explore and leverage  pgvector and optimizing high-dimensional vector similarity searches in Postgres.</li><li style="margin-top:0in;margin-right:0in;margin-bottom:8pt;line-height:115%;font-size:12pt;font-family:'aptos' , sans-serif">Contributions to PostgreSQL open-source projects or AI/ML data frameworks.</li></ul> What you bring to our company Experience & Core Expertise<ul style="margin-top:0in;margin-bottom:0in"><li style="margin-top:0in;margin-right:0in;margin-bottom:8pt;line-height:115%;font-size:12pt;font-family:'aptos' , sans-serif">15+ Years in Data Management & Operations: A proven track record of building and maintaining enterprise-grade data pipelines and large-scale distributed systems, specifically within the Financial Services or Fintech sectors.</li><li style="margin-top:0in;margin-right:0in;margin-bottom:8pt;line-height:115%;font-size:12pt;font-family:'aptos' , sans-serif">Regulatory & Financial Standards Expertise:</li></ul>BCBS 239: Deep understanding of the Basel Committee’s principles for effective risk data aggregation and risk reporting.ISO 20022: Expert knowledge of the ISO 20022 universal financial industry message scheme.FFIEC AIO: Practical experience aligning data architecture and infrastructure operations with the FFIEC booklet on Architecture, Infrastructure, and Operations.<ul style="margin-top:0in;margin-bottom:0in"><li style="margin-top:0in;margin-right:0in;margin-bottom:8pt;line-height:115%;font-size:12pt;font-family:'aptos' , sans-serif">Quality & Process Maturity:</li></ul>ISO 9000: Experience implementing and maintaining Data Quality Management Systems (DQMS).CMM / CMMI: Experience operating within Level 3+ organizations where defined, standardized, and integrated processes are mandatory.<ul style="margin-top:0in;margin-bottom:0in"><li style="margin-top:0in;margin-right:0in;margin-bottom:8pt;line-height:115%;font-size:12pt;font-family:'aptos' , sans-serif">SQL Mastery: Expert-level SQL skills, including advanced window functions, recursive queries, CTEs, and complex joins. Ability to write highly efficient, readable, and maintainable code for high-concurrency environments.</li><li style="margin-top:0in;margin-right:0in;margin-bottom:8pt;line-height:115%;font-size:12pt;font-family:'aptos' , sans-serif">PostgreSQL Specialization: At least 8-10 years of deep, hands-on experience specifically with PostgreSQL, including internal mechanisms (MVCC, WAL, VACUUM), partitioning, and advanced indexing (pgvector, GIN, GiST).</li><li style="color:rgb( 94 , 50 , 124 );margin-top:0in;margin-right:0in;margin-bottom:8pt;line-height:115%;font-size:12pt;font-family:'aptos' , sans-serif">Data Integrity & State Validation: Able to design and run Row Verification: Querying the DB to ensure a new record exists with the exact values sent in the API payload. Data Truncation: Checking if long strings sent to the API were accidentally cut off by a database column limit. Default Values: Ensuring fields not sent in the API (like created_at or is_active) were populated correctly by DB triggers or application logic.</li></ul> <ul style="margin-bottom:0in;margin-top:0px"><li style="margin:0in 0in 0in 0px;line-height:115%;font-size:12pt;font-family:'aptos' , sans-serif">Data Structures: Proficiency in JSON and XML. You should know how to navigate nested objects and arrays to extract specific data. Hands-on experience with OAuth 2.0, JWT (JSON Web Tokens), API Keys, and Bearer Tokens.  Using JavaScript to dynamically generate data (e.g., timestamps or hashed signatures) before a request is sent. Use natural language to generate test suites, debug failing requests, and even create documentation.  Familiarity with REST, JSON, OpenAPI Spec, CI/CD integration.</li></ul> <ul style="margin-bottom:0in;margin-top:0px"><li style="margin:0in 0in 0in 0px;line-height:115%;font-size:12pt;font-family:'aptos' , sans-serif">Leveraging visual, low-code builder to map out complex logic, conditional branching (If/Else), and loops between multiple services.  Using tools to generate client code in languages like Python, Java, or Node.js to jumpstart the actual implementation in the codebase or for testing.  Using CSV or JSON files to test hundreds of scenarios (e.g., valid users, expired accounts, unauthorized countries) in a single click. Design and run automated tests every hour/day to ensure that a change in one microservice hasn't accidentally broken another, etc. etc.</li></ul> <ul style="margin-bottom:0in;margin-top:0px"><li style="margin:0in 0in 8pt 0px;line-height:115%;font-size:12pt;font-family:'aptos' , sans-serif">Postman Library (External Modules): You can use tools like Postman-to-SQL or custom Node.js bridges to run SQL queries directly from your Postman "Tests" tab. You can create basic Comparison Logic: 1. Postman hits the API and saves the response as a variable. 2. A script triggers a DB query. 3. A test script compares the JSON response to the SQL Result Set.</li></ul> Advanced Technical Skills<ul style="margin-top:0in;margin-bottom:0in"><li style="margin-top:0in;margin-right:0in;margin-bottom:8pt;line-height:115%;font-size:12pt;font-family:'aptos' , sans-serif">ML & LLM Data: Preparation:  Expert at designing data pipelines for machine learning (MLOps) and large language models (LLMOps). Experience with feature stores, data labeling workflows, and vector database integration.</li><li style="margin-top:0in;margin-right:0in;margin-bottom:8pt;line-height:115%;font-size:12pt;font-family:'aptos' , sans-serif">RAG Architecture: Deep understanding of Retrieval-Augmented Generation (RAG) patterns. Proficiency in optimizing PostgreSQL (using pgvector) for semantic search, hybrid search (keyword + vector), and high-fidelity context retrieval.</li><li style="margin-top:0in;margin-right:0in;margin-bottom:8pt;line-height:115%;font-size:12pt;font-family:'aptos' , sans-serif">Automated Data Testing: Mastery of data testing frameworks (e.g., Great Expectations, dbt-tests, or custom R-based suites). Experience implementing circuit breakers in pipelines, data contract testing, and regression testing for large-scale migrations.</li><li style="margin-top:0in;margin-right:0in;margin-bottom:8pt;line-height:115%;font-size:12pt;font-family:'aptos' , sans-serif">Statistical (R): Proficiency in R  or other modern languages for advanced data profiling, statistical validation of data migrations, and building automated data quality frameworks to meet regulatory audit requirements.</li><li style="margin-top:0in;margin-right:0in;margin-bottom:8pt;line-height:115%;font-size:12pt;font-family:'aptos' , sans-serif">Generative AI & Prompt: Preparation:  Advanced ability to design and refine prompts for LLMs to automate SQL generation, translate natural language to complex Postgres queries, and perform automated schema documentation.</li><li style="margin-top:0in;margin-right:0in;margin-bottom:8pt;line-height:115%;font-size:12pt;font-family:'aptos' , sans-serif">Data Modeling & Mastering: Expert knowledge of OLTP vs. OLAP modeling and Data Vault 2.0. Proven experience in Data Mastering, including entity resolution and "Golden Record" management.</li></ul><ul style="margin-top:0in;margin-bottom:0in"><li style="margin-top:0in;margin-right:0in;margin-bottom:8pt;line-height:115%;font-size:12pt;font-family:'aptos' , sans-serif">Experience with CDC (Change Data Capture) tools like Debezium, Kakfa for real-time RAG updates.</li><li style="margin-top:0in;margin-right:0in;margin-bottom:8pt;line-height:115%;font-size:12pt;font-family:'aptos' , sans-serif">Familiarity with Infrastructure as Code (Terraform) for compliant, repeatable database and AI infrastructure provisioning.</li></ul> Certifications<ul style="margin-top:0in;margin-bottom:0in"><li style="margin-top:0in;margin-right:0in;margin-bottom:8pt;line-height:115%;font-size:12pt;font-family:'aptos' , sans-serif">Certified Data Management Professional (CDMP) - Master level preferred.</li><li style="margin-top:0in;margin-right:0in;margin-bottom:8pt;line-height:115%;font-size:12pt;font-family:'aptos' , sans-serif">SQL Certification (PostgreSQL Professional Certification (e.g., PostgreSQL Associate/Professional or EDB Certified Professional) preferred/ideal)</li><li style="margin-top:0in;margin-right:0in;margin-bottom:8pt;line-height:115%;font-size:12pt;font-family:'aptos' , sans-serif">Oracle Certified Professional: SQL Developer or equivalent high-level SQL mastery credential.</li><li style="margin-top:0in;margin-right:0in;margin-bottom:8pt;line-height:115%;font-size:12pt;font-family:'aptos' , sans-serif">AWS/Google/Azure Professional Data Engineer or Machine Learning Engineer certifications.</li><li style="margin-top:0in;margin-right:0in;margin-bottom:8pt;line-height:115%;font-size:12pt;font-family:'aptos' , sans-serif">Six Sigma or ISO 9001 Internal Auditor certification (Preferred).</li><li style="margin-top:0in;margin-right:0in;margin-bottom:8pt;line-height:115%;font-size:12pt;font-family:'aptos' , sans-serif">CMMI Associate or similar process maturity credentials (Preferred).</li></ul>We promote diversity of thought, culture, background, and experience. We are an equal opportunity employer, and employment at our company is based solely on one's merit and qualifications directly related to professional competence. We do not discriminate based on race, creed, color, ancestry, religion, gender, sexual orientation, gender identity, national origin, age, disability, genetic information, military or veteran status, or any other characteristics protected by law. Featured benefits Employer-provided: Medical, Dental, and Vision insurance, 401(k), life and disability insurance.

National Digital Trust Company (In Organization)

Enterprise Data Services Manager

Amazon Web Services (AWS)

Application Programming Interface (API)

Banking Regulations

Banking Services

Capability Maturity Model (CMM)

Capability Maturity Model Integration (CMMI)

Centers for Disease Control and Prevention (CDC)

Certified Internal Auditor (CIA)

Circuit Breakers

Concurrency

Continuous Deployment/Delivery

Continuous Integration

Custodial Services

Data Collection

Data Management

Data Migration

Data Profiling

Data Quality

DataArchitect Data Modeling Tool

Database Technology

Database Triggers

Debugging Skills

Distributed Computing

Documentation

Ecosystems

Federal Laws and Regulations

Fiduciary

Finance

Financial Analysis

Financial Modeling

Financial Regulations

Financial Services

Genetics

Home Automation

ISO (International Organization for Standardization)

ISO 9000

ISO 9001

Interoperability

JSON

Java

Large-Scale Systems

Mail Services

Maintain Compliance

Management Strategy

Master Data Management (MDM)

Microservices

Microsoft Windows Azure

Modeling Languages

Node.js

OAuth

OLAP (OnLine Analytical Processing)

Open Source

Operations Management

Oracle

PostgreSQL

Product Lifecycle

Quality Management

REST (Representational State Transfer)

Regression Testing

Regulations

Regulatory Requirements

Risk

SQL (Structured Query Language)

Scripting (Scripting Languages)

Search Engine Keywords

Semantic Search

Six Sigma

Standards Development

Test Automation

Test Scenario

Test Scripts

Test Suite

Testing

Transaction Processing/Management

Wheel/Front-End Loader

Writing Skills

Trinet ATS Feed

Lead 3D Delivery: Create, federate, and deliver multidisciplinary models (roads, rail, utilities) using OpenRoads Designer (ORD), OpenBuildings Designer (OBD), and MicroStation, Civil3D, and related tools. Integrate Complex Data: Seamlessly merge reality-captured data (LiDAR, drone surveys, ContextCapture), surveyed topography, and Subsurface Utility Engineering (SUE) datasets into intelligent, clash-free models.

YEAR

Exodigo is the leading underground mapping solution for non-intrusive discovery. Our platforms combine multi-sensor fusion, 3D imaging, and AI technologies to create complete, accurate underground maps that enable confident decision-making for customers across the built world. We transform the project lifecycle for our customers, who include key community stakeholders in the utilities, transportation and government sectors. We are experiencing sky-rocketing growth and closed a historically large $96M Series B round in July of 2025. Job description: Exodigo is seeking a Senior Bentley BIM Engineer to own the delivery of complex, data-rich infrastructure projects. This is a hands-on technical leadership role. You will operate as a true specialist in the Bentley ecosystem, leading 3D model development from initial setup, coordination, QA/QC and final client delivery while mentoring teams and advancing our BIM standards and workflows.If you live and breathe BentelyOpenRoads Designer (ORD) and OpenBuildings Designer (OBD) and want to shape digital delivery at a forward-thinking company, this is for you.What You’ll DoStrong understanding of construction documents, shop drawings, and technical communication.Team-oriented, collaborative, and adaptable, with the ability to work with engineers and project management teams.<ul><li>Lead 3D Delivery: Create, federate, and deliver multidisciplinary models (roads, rail, utilities) using OpenRoads Designer (ORD), OpenBuildings Designer (OBD), and MicroStation, Civil3D, and related tools.</li><li>Integrate Complex Data: Seamlessly merge reality-captured data (LiDAR, drone surveys, ContextCapture), surveyed topography, and Subsurface Utility Engineering (SUE) datasets into intelligent, clash-free models.</li><li>Drive Geospatial Accuracy: Manage mapping coordinate systems, building surface layers, and utility quality levels (QL D-A) to ensure high-fidelity, construction-ready deliverables.</li><li>Ensure Quality & Compliance: Act as the technical authority for advanced QA/QC, clash detection, and ISO 19650 compliance, metadata integration, ensuring alignment with client BIM Execution Plans and formats.</li><li>Mentor & Innovate: Guide global junior modelers, continuously improve BIM workflows, and drive digital twin readiness within the Bentley ecosystem.</li></ul> Learn more: Our mission is to power the next era of underground exploration – saving time, money, lives, and the planet. We are focused, intentional, confident, and hard working. We solve big problems, but we are approachable, open-minded, and love hard questions.  You can learn more about us on our <a href="https://www.exodigo.com/" rel="noopener noreferrer nofollow" target="_blank">website</a> or check out this <a href="https://www.youtube.com/watch?v=S_BQxa72c20" rel="noopener noreferrer nofollow" target="_blank">short video.</a>  Apply on our <a href="https://www.exodigo.com/careers#openroles" rel="noopener noreferrer nofollow" target="_blank">careers</a> page, via <a href="https://www.linkedin.com/company/exodigo/jobs/" rel="noopener noreferrer nofollow" target="_blank">Linkedin</a> or send your resume to taylor.pomerantz@exodigo.aiRequirements:<ul><li>Experience: 10+ years in infrastructure BIM modeling, with 6+ years leading large-scale civil/rail/utility projects.</li><li>Bentley Mastery: Expert-level, real-world proficiency in OpenRoads Designer, OpenBuildings Designer, MicroStation Connect Edition, and iTwin Platform.</li><li>ProjectWise Integration: Proven ability to produce advanced, federated 3D models seamlessly integrated with ProjectWise for efficient data management.</li><li>Technical Depth: Deep understanding of surveying, SUE workflows, mapping standards, and complex construction documents/shop drawings.</li><li>Metadata & Client Integration: Proven ability to liaise with clients to define asset exchange requirements, integrate precise metadata, and adapt models to client-specific templates, ensuring seamless coordination with agency BIM Managers.</li><li>Strong experience working within client-defined coordinate systems, grids, workspaces, worksets, and seed file standards, ensuring full alignment with project environments and seamless model integration.</li></ul>Bonus Points (Nice-to-Haves)<ul><li>Workflow Obsessed (Efficiency & Automation): You live to optimize. From mastering basic Excel data and Bluebeam Revu markup workflows to writing custom Python or Bentley SDK scripts, you're always finding faster, smarter ways to build Advanced Bentley Ecosystem.</li><li>Secondary Coordination: Familiarity with Autodesk tools (Autodesk Construction Cloud (ACC), Revit, Civil 3D, Navisworks) and ArcGIS Pro for cross-platform integration.</li><li>Advanced Bentley Tech: Experience with OpenrRails, OpenUtilities Designer, OpenUtilities Substation, OpenGround, or Generative Design.</li><li>Data & Automation: Proficiency in handling metadata, reality capture technologies (photogrammetry), or scripting (Python, Bentley SDK).</li></ul>Salary: $130,000 - $160,000 Location: Remote with preference for candidate to sit in the Northeast Exodigo encourages applications from qualified candidates of all backgrounds. We are an equal opportunity employer and consider all applicants without regard to characteristics protected under applicable federal, state, or local law, including race, color, religion, sex (including pregnancy, gender identity, and sexual orientation), national origin, age, disability, genetic information, or veteran status.﻿﻿﻿

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Modeling Jobs in Camillus, NY

AI/ML – Data Engineer (Python, Gen AI, ML Modeling) Georgia Tek Systems

Enterprise Data Services Manager National Digital Trust Company (In Organization)

Senior Bentley BIM Engineer Exodigo

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