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What are common challenges faced by remote data labelers, and how can they be managed?

Remote data labelers often face challenges such as maintaining focus during repetitive tasks, managing volume-based workloads, and interpreting ambiguous data with consistency. To manage these, it's important to set up a distraction-free workspace, take regular breaks to avoid fatigue, and seek clarification from supervisors or project guidelines when uncertainties arise. Most companies provide onboarding and ongoing support to help new labelers understand annotation standards and best practices. Collaborating with remote team members via chat or project management platforms also helps maintain quality and stay connected. By being proactive and utilizing available resources, remote data labelers can maintain high accuracy and productivity.

What skills and qualifications are needed for remote data labeling?

To thrive as a Remote Data Labeling specialist, you need strong attention to detail, basic data analysis skills, and the ability to accurately tag and categorize diverse data types, often with a high school diploma or equivalent. Familiarity with data labeling platforms, annotation tools (such as Labelbox or Amazon SageMaker Ground Truth), and, occasionally, basic knowledge of data privacy standards is helpful. Time management, self-discipline, and effective remote communication are valuable soft skills in this position. These skills ensure that labeled data is accurate and reliable, supporting the success of machine learning and AI projects.

What is remote data labeling?

A Remote Data Labeling job involves annotating or categorizing data, such as images, text, audio, or video, to train machine learning models. Workers review and tag content based on specific guidelines provided by companies. This job is typically done online from home and requires attention to detail, consistency, and sometimes specialized domain knowledge. It plays a crucial role in improving artificial intelligence systems by providing high-quality labeled data.

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Senior Manager IT - Workplace Collaboration & Content Management Engineering (Remote)

First Citizens Bank

Carolina, RI • Remote

Full-time

Re-posted 16 days ago

First Citizens Bank rating

7.4

Company rating: 7.4 out of 10

Based on 106 frontline employees who took The Breakroom Quiz

109th of 171 rated banks

Job description

Overview

This is a remote role that may only be hired in the following location(s): Arizona, North Carolina or Texas.

The Senior Manager – Workplace Collaboration & Content Management Engineering leads the strategy, architecture, and engineering delivery of enterprise collaboration and content platforms, with a primary focus on Microsoft 365 (SharePoint Online, OneDrive, Teams) and Microsoft Purview.

This role is accountable for building secure, compliant, and scalable collaboration experiences aligned to regulatory requirements, while enabling modern productivity and AI capabilities (including Microsoft Copilot). The leader will establish strong data governance, lifecycle management, and information protection practices to mitigate risks such as oversharing, data leakage, and non-compliant content handling.

This position operates within the Digital Workplace Technology organization and partners closely with Cybersecurity, Risk, Legal, and Compliance teams.

TECHNOLOGY STACK

  • Windows 11, MacOS Tahoe
  • Active Directory, Entra ID
  • Office 365
  • iOS and Android OS
  • Microsoft 365 focusing on SharePoint and Purview
  • Microsoft Power Platform
  • Box
  • DryvIQ Migrate
  • Quest On Demand Migration
  • ShareGate
  • PowerShell

Responsibilities

Leadership & Organizational Management

  • Lead, coach, and develop a high-performing engineering team focused on collaboration platforms and content management
  • Set clear vision, priorities, and measurable outcomes aligned with Digital Workplace and enterprise strategy
  • Build talent capabilities in modern workplace engineering, information governance, and compliance technologies
  • Foster a culture of engineering excellence, accountability, and continuous improvement
  • Collaborate across infrastructure, security, data, and application teams to deliver integrated solutions
  • Manage vendor relationships and strategic partnerships (Microsoft, third-party tools, compliance solutions)

Platform Engineering (M365 Collaboration Stack)

  • Own engineering and lifecycle management of:
    • SharePoint Online (sites, hubs, architecture)
    • OneDrive for Business
    • Microsoft Teams (content and file services layer)
  • Design and implement scalable information architecture, taxonomy, and metadata strategies
  • Establish advanced SharePoint management practices, including:
    • Site provisioning and lifecycle governance
    • Permissions and access control frameworks
    • External sharing governance and risk controls
  • Improve platform reliability, performance, and adoption through engineering standards and automation

Information Governance & Compliance Engineering (Purview)

  • Lead design and implementation of Microsoft Purview capabilities, including:
    • Data lifecycle management (retention, disposition, defensible deletion)
    • Records management and regulatory compliance controls
    • Data classification and sensitivity labeling
    • Data Loss Prevention (DLP) policies
    • Insider risk and information protection capabilities
  • Establish enterprise-wide data governance frameworks for collaboration content
  • Partner with Cybersecurity, Legal, Risk, and Compliance to translate regulatory obligations into technical controls
  • Ensure auditability and defensibility of content management practices

Data Security & Oversharing Risk Management (Copilot Readiness & Sustainment)

  • Define and implement controls to mitigate oversharing risks in SharePoint, OneDrive, and Teams
  • Drive readiness for AI capabilities (e.g., Microsoft Copilot), including:
    • Data exposure assessments
    • Permission hygiene and remediation
    • Sensitive data discovery and protection
  • Implement least-privilege access models and continuous monitoring of access patterns
  • Develop reporting and insights for leadership on data risk posture

Content Lifecycle & Records Management

  • Establish end-to-end content lifecycle practices:
    • Creation, classification, storage, retention, archival, and destruction
  • Ensure automated and policy-driven retention and defensible destruction
  • Integrate lifecycle policies with business processes and regulatory schedules
  • Standardize document and records management practices across the enterprise

Architecture & Strategy

  • Define and maintain reference architectures for:
    • Collaboration services
    • Content management
    • Information governance and compliance
  • Drive consolidation of legacy platforms into modern M365 services
  • Ensure scalability, security, and sustainability of collaboration solutions
  • Continuously evaluate emerging capabilities, including AI and automation

Operational Excellence

  • Partner with operations teams to ensure smooth transition from engineering to run
  • Define SLAs, SLOs, and observability practices for collaboration platforms
  • Implement automation, monitoring, and self-service capabilities
  • Drive incident reduction and proactive risk management using a closed-loop approach

GENERAL DUTIES

  • IT Strategy - collaborate with senior leadership and stakeholders to understand business needs. Partners with senior management to develop and implement IT strategies aligned with the company’s business goals and objectives. 30%
  • Project and Product Management Oversight - Identifies future needs and trends. Provides direction and oversight to IT projects and products. Assigns project tasks, drives project schedules, product releases, and conveys results or updates to the appropriate parties. 30%
  • Managerial Functions - Establishes and monitors expectations to achieve company and department goals. Makes appropriate changes to IT policies, standards, procedures, and efficiencies to meet objectives. Manages the performance, training, and evaluation of assigned staff. Maximizes department achievements by providing professional development. Ensures bank needs are met through prioritization and resource allocation. 20%
  • Technical Expertise - Serves as a technical expert and strategic leader to senior management, associates, and business units. Ensures that team activities comply with all appropriate configuration, change controls, and security standards. Participates in business meetings and special projects to provide insight on end-user needs. Keeps abreast of industry trends. Identifies and holds accountable vendors in support of system updates and maintenance. 20%

Qualifications

Bachelor's Degree and 8 years of experience in Applications development, analysis or engineering OR High School Diploma or GED and 12 years of experience in Applications development, analysis or engineering.

Preferred Skills/Experience:

  • 5-7 years working with M365, SaaS collaboration solutions and desktop infrastructure
  • 3-5 years managing a digital workplace team in the financial industry
  • 1-3 years in an Agile delivery environment
  • 1-3 years using Jira, Confluence or Azure DevOps
  • Familiarity with the FFIEC Architecture, Infrastructure, and Operations Book and applying regulatory requirements to technology operations

Benefits are an integral part of total rewards and First Citizens Bank is committed to providing a competitive, thoughtfully designed and quality benefits program to meet the needs of our associates. More information can be found at https://jobs.firstcitizens.com/benefits.

Qualifications:

Bachelor's Degree and 8 years of experience in Applications development, analysis or engineering OR High School Diploma or GED and 12 years of experience in Applications development, analysis or engineering.

Preferred Skills/Experience:

  • 5-7 years working with M365, SaaS collaboration solutions and desktop infrastructure
  • 3-5 years managing a digital workplace team in the financial industry
  • 1-3 years in an Agile delivery environment
  • 1-3 years using Jira, Confluence or Azure DevOps
  • Familiarity with the FFIEC Architecture, Infrastructure, and Operations Book and applying regulatory requirements to technology operations

Benefits are an integral part of total rewards and First Citizens Bank is committed to providing a competitive, thoughtfully designed and quality benefits program to meet the needs of our associates. More information can be found at https://jobs.firstcitizens.com/benefits.

Education:UNAVAILABLEEmployment Type: FULL_TIME

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