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How to Use Big Data in Hiring and HR -- AllenComm

ALLENCOMM BLOG | Insights

How to Use Big Data in Hiring and HR

April 3, 2018 Avatar image of AllenComm By AllenComm

The post originally appeared on Business2Community.com on August 23, 2017.

Using Big Data and Analytics to Positively Affect the Bottom Line

Businesses are increasingly looking to analytics to identify strengths and weaknesses in the way they interact with clients, save money, and increase effectiveness. Because payroll makes up such a large portion of any company budget, the use of big data in HR can have a big effect on the company’s bottom line.

A recent Towers Watson survey showed more and more companies are investing in big data and analytics to improve the hiring process, retain employees, and make better business decisions.

An understanding of the analytics behind what drives and engages your best employees can optimize what your company spends on its workers. Here are a few ways your HR department should be using big data.

Smart hiring practices

Do your top performers come from corporate recruiters or employee referrals? How much prior experience do they have in your field? What degrees do they hold? Using big data to answer these questions can help you focus your recruiting practices and sort through mounds of resumes to find those that are likely to be successful at your company.

Big data can also help you get a better grasp on how your talent pipeline works including how long it takes to hire for a position and how many candidates should be interviewed. As you look ahead at your company roadmap, this information can help you avoid hiring delays and workforce shortages.

Employee engagement and retention

Employee turnover is a big expense for any company. One CareerBuilder survey found 27 percent of employers believe the job failure of a single employee could cost them as much as $50,000.

Employee success is driven by factors that add to or subtract from their job engagement. Big data can help identify which factors lead to employee success and failure. Leveraging big data like annual benchmark surveys, exit surveys, and more frequent pulse surveys can give your company insight into which drivers to focus on.

Performance measurement

Using big data to help set KPIs is a smart way to ensure employees, and the company, set and obtain realistic goals. It can help identify top performers and reward them appropriately.

Analytics can also be used to determine productivity during hourly shifts and identify opportunities for improvement.

Training and Onboarding

Training managers can use big data to discover the gaps in your employees’ skill sets and find the most effective curriculum and platforms to teach employees at every level.

You can use big data to track the progress of each employee and identify training the meet their individual needs. Tracking completion rates company-wide will tell you what training methods lead to the most engagement and retention among your employees.

As your employees engage in training, data from training assessments contributes to your pool of available data making it easier to find areas for improvement, ensuring your team develop the knowledge and skills necessary for their present and future roles.

Whether it be recruiting technology, performance technology, or training and engagement, HR professionals need to share the insight they gain from big data with company leaders and workers so they can better understand the trends that lead to success. Then you’ll be able to best dedicate resources and improve performance and morale by identifying elements that lead to greater engagement and productivity.

As always, we’re here to walk you through training solutions for your company. Reach out and let us know how we can help.

Resources For L&D Leaders

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representative talent profile

instructional writer

Position(s): Lead or supporting writer
Years of Instructional Experience: 2+
Number of Completed Projects: 15+

Key Skills: Instructional Writing, Technical Writing, Instructional Design, Content Curation, eLearning Development, Curriculum Development, Course Authoring, Storytelling, Learning Assessment, Editing, Proofreading, AI Prompt Engineering

Media Skills: Use of stock media libraries

Strengths: Problem-Solving, Clear and Concise Writing, Tone and Style, Formatting, Consistency, Creativity, Communication, Active Listening, Research, Brainstorming, Collaboration, Attention to Detail, Adaptability

Career Highlights:

  • Scripted over 100 hours of learning content and supporting materials for different modalities for both US and global audiences  
  • Adapted writing style and reading grade level to suit design specifications and learner needs in several different industries (finance, healthcare, manufacturing, etc.) 
  • Used generative AI to supplement source content and to accelerate the writing process (without plagiarism) 

Technical Skills:

representative talent profile

learning experience designer

Position(s): Learning Experience (LX) Designer or Strategist
Years of Instructional Experience: 7+
Number of Completed Projects: 30+

Key Skills: Learner Experience Design (LXD),  Instructional Design, Learning Assessment,  Hybrid Learning, Learning in the Flow of Work, Project-Based Learning Methodologies, Cohort and Social Learning, Learner Experience Platforms

Media Skills: LX journey maps and representations of other interconnected or integrated learning strategies 

Strengths: Systems Thinking, Stakeholder Communication, Instructional Design Strategy, Learning Theory, Training Effectiveness

Career Highlights:

  • Designed personalized learner experience (LX) journeys for an organization of 30k (with 5 tiered tracks) 
  • Curated existing LXs that could be leveraged in new learning journeys for other roles, with measurement at key milestones to evaluate progress and success 
  • Wrote up the specifications for branching scenarios, question libraries, options for audio/visual media, and more, connecting each learner experience to a personalized journey 

Technical Skills:

representative talent profile

instructional media specialist

Position(s): Lead or supporting graphic designer, lead motion video artist
Years of Instructional Experience: 6+
Number of Completed Projects: 40+

Key Skills: Visual Design, Illustration, UX/UI Design, Storyboarding, Animation, Audio Engineering

Media Skills: Engaging illustrations, 3D models, character design, storyboarding, live-action and motion graphic video creation, audio recording and editing, client branding, and more to enhance media and create engaging touchpoints that resonate with learners 

Strengths: Brainstorming, Collaboration, Visual Communication,  Color Theory, Typography, Layout and Composition

Career Highlights:

  • Completed projects with extreme attention to fonts, colors, spacing, and more that ensured integrity with client branding requirements 
  • Designed and integrated media based on project-specific content that reflected the learner audience, established realistic learning environments, allowed for hands-on practice in virtual environments, and promoted diversity and engaging storytelling
  • Created quick-reference illustrations learners could access on the job to help them make fast, effective decisions   

Technical Skills:

representative talent profile

lms admin

Position(s): Admin or sub-admin for Learning Management System (LMS)
Years of Instructional Experience: 5+
Number of Completed Projects: 15+

Key Skills: LMS Configuration, User Management, Course Management, System Maintenance, Reporting, Data Analysis, System Integrations

Media Skills: Network and tech-stack diagrams to communicate system architecture and integration 

Strengths: Troubleshooting and Analysis, Learning Analytics, User Administration, Technical Proficiency, Documentation, Adaptability

Career Highlights:

  • Managed a curriculum of more than 1,450 course offerings in the LMS for more than 10,000 learners 
  • Uploaded, tested, and ensured the readiness of new and relaunched programs 
  • Created and maintained reporting workflows to meet stakeholder needs 
  • Provided on-demand support to the learning team to answer questions and promptly address concerns 

Technical Skills:

representative talent profile

learning project manager

Position(s): Learning project manager, project lead, or coordinator
Years of Instructional Experience: 5+
Number of Completed Projects: 35+

Key Skills: eLearning Development, Resource Coordination, Project Management (PMP Certified), Agile and Waterfall PM Methodologies, Budgeting and Forecasting, Scheduling, Quality Assurance

Media Skills: Visual reporting of project plans via Gantt charts and other standard formats

Strengths: Problem-Solving, Communication, Active Listening, Collaboration, Decision-Making, Attention to Detail, Adaptability, Time Management, Risk Management, Budget Management, Team Coordination and Delegation

Career Highlights:

  • Managed concurrent award-winning projects without missing deadlines or wasting resources 
  • Completed several projects earlier than the expected timeline and under the anticipated budget 
  • Built strong relationships with returning client partners for multi-phase initiatives or course maintenance projects 

Technical Skills:

representative talent profile

SUBJECT MATTER EXPERT (SME)

Position(s): Industry-specific specialist
Years of Instructional Experience: 5+
Number of Completed Projects: 5+

Key Skills: Content Curation, Specialized Content Development, Industry-Specific Expertise, Domain Expertise (e.g., Leadership, Onboarding, Compliance), Content Review

Media Skills: Recommendation and review of technical diagrams or industry-specific images

Strengths: Specialized Content Knowledge, Content-Gathering, Simplifying and Organizing Complex Material, Brainstorming, Collaboration, Documentation of Source Content, Decision-Making, Technical Content Review

Career Highlights:

  • Helped create, gather, and organize over 50 hours of content for projects with specific industry or learning needs and contextual nuances
  • Facilitated the decision-making process and collaboration between internal and external teams to consolidate feedback into actionable next steps 

Technical Skills:

representative talent profile

LEARNING STRATEGIST

Position(s): Lead strategist or performance consultant
Years of Instructional Experience: 7+
Number of Completed Projects: 20+

Key Skills: Needs Analysis, Learning Theory, Learner Experience Design, Learning Analytics and Measurement, Performance Mapping, Behavioral and Performance Analysis, Content Curation, Curriculum Analysis, Change Management

Media Skills: Curriculum maps, learner experience journeys, and conceptual program wireframes

Strengths: Big-Picture Thinking, Critical Thinking and Analysis, Problem-Solving, Creativity, Stakeholder Communication, Research, Design, Collaboration, Facilitation

Career Highlights:

  • Conducted a comprehensive learning needs analysis for customer services representatives that included both product knowledge and interpersonal skills development 
  • Prioritized alignment of business and learner needs, such as high-impact accessible design solutions within budgets or agile timelines, for award-winning projects
  • Designed strategies for measuring performance and results over time to inform continued client success 

Technical Skills:

representative talent profile

Instructional Designers

Position(s): Lead or supporting designer
Years of Instructional Experience: 3+
Number of Completed Projects: 15+

Key Skills: Instructional Design, Adult Learning Theories, eLearning Development, Learner Experience Design, Curriculum Development, Course Authoring, Writing, Learning Assessment

Media Skills: Simple graphic design using stock imagery, audio production

Strengths: Adaptability, Problem-Solving, Creativity, Communication, Collaboration, Technical Proficiency, Attention to Detail

Career Highlights:

  • Led the design and development of an onboarding program for new manufacturing employees
  • Scripted technical instructional content for high-tech, product knowledge training
  • Developed hybrid materials for both instructor-led training (ILT) and microlearning tutorials

Technical Skills: