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Label Studio Jobs in Ruskin, FL (NOW HIRING)

gorjana

Stylist (Hyde Park Village)

Tampa, FL · On-site

You may be asked to assist with the labeling or re-ticketing of items as needed. There may be times ... studio. * You execute monthly floorset directives that highlight new product launches and our ...

gorjana

Stylist (Hyde Park Village)

Tampa, FL · On-site

You may be asked to assist with the labeling or re-ticketing of items as needed. There may be times ... studio. * You execute monthly floorset directives that highlight new product launches and our ...

All JobsLabel Studio JobsLabel Studio Jobs in Ruskin, FL

Label Studio information

See Ruskin, FL salary details

$25.4K

$48.4K

$70.2K

How much do label studio jobs pay per year?

As of Aug 28, 2026, the average yearly pay for label studio in Ruskin, FL is $48,388.00, according to ZipRecruiter salary data. Most workers in this role earn between $38,100.00 and $54,400.00 per year, depending on experience, location, and employer.

What is Label Studio?

Label Studio is an open-source data labeling tool that enables users to annotate various types of data, including images, text, audio, and videos. It is widely used for preparing training datasets for machine learning and artificial intelligence applications. Label Studio supports customizable labeling interfaces, collaborative annotation workflows, and integrates easily with other data science tools. Its flexibility and extensibility make it a popular choice for both individual researchers and enterprise teams.

What skills and qualifications are needed to work as a Label Studio data annotation specialist?

To excel as a Label Studio Data Annotation Specialist, you need a solid understanding of data labeling concepts, attention to detail, and experience with data annotation processes, often supported by familiarity with machine learning workflows. Proficiency in using the Label Studio platform, knowledge of data formats like JSON and CSV, and occasionally scripting skills in Python are valuable technical assets. Strong communication, teamwork, and problem-solving abilities help you interpret guidelines and collaborate with data science teams. These skills ensure high-quality, consistent labeled data, which is critical for training accurate machine learning models.

What are common challenges faced when working as a Label Studio annotator, and how can they be addressed?

One frequent challenge in a Label Studio role is ensuring consistent and accurate data annotation, especially when dealing with ambiguous or complex data. Annotators often need to interpret guidelines carefully and collaborate closely with team members to resolve uncertainties. Regular communication with project managers, participation in calibration sessions, and thorough review of annotation instructions can help maintain high-quality output. Additionally, using Label Studio’s built-in collaboration and review features streamlines feedback and quality control, making it easier to address inconsistencies as a team.

What is the difference between Label Studio vs Data Annotator?

AspectLabel StudioData Annotator
Required CredentialsBasic technical skills, familiarity with annotation toolsTypically high school diploma or equivalent, on-the-job training
Work EnvironmentSoftware platform, remote or on-siteOffice or remote, depending on employer
Industry UsageData labeling for AI/ML projects across various industriesData annotation tasks within organizations or outsourcing firms
Common Search IntentTools for data labeling, annotation softwareJob roles in data annotation, entry-level labeling jobs

Label Studio is a versatile data labeling tool used by professionals to create training data for AI models, while Data Annotator refers to the role of performing data labeling tasks, often as an entry-level position. Both are integral to AI development, but Label Studio is a software platform, whereas Data Annotator is a job role.

What job categories do people searching Label Studio jobs in Ruskin, FL look for?

The top searched job categories for Label Studio jobs in Ruskin, FL are:

What cities near Ruskin, FL are hiring for Label Studio jobs?

Cities near Ruskin, FL with the most Label Studio job openings:

Label Studio jobs near you
Infographic showing various Label Studio job openings in Ruskin, FL as of August 2026, with employment types broken down into 61% Full Time, and 39% Part Time. Highlights an 100% In-person job distribution, with an average salary of $48,388 per year, or $23.3 per hour.

Audio Visual (AV) Technician

Tampa, FL • On-site

Liberty Alliance LLC
51 - 200 employees
Learn more about Liberty Alliance LLCexternal

Full-time

Re-posted yesterday

Job description

The Audio Visual (AV) Technician is responsible for the installation, configuration, operation, troubleshooting, and maintenance of professional audiovisual systems supporting Liberty Alliance's internal operations, customer demonstrations, government events, conferences, and field deployments.

This position works closely with the Technology Department, Engineering, Software Development, and Program Management teams to deploy and operate professional AV, broadcast, and streaming solutions utilizing BirdDog cameras, NDI workflows, Dante audio, video wall systems, live production switchers, OBS Studio, and enterprise AV over IP technologies.

The ideal candidate has experience with professional live production environments, AV networking, broadcast systems, and event technology while possessing strong troubleshooting and customer service skills.

POSITION REQUIREMENTS AND ESSENTIAL JOB FUNCTIONS

Key Responsibilities

Live Event Production

  • Setup, configure, operate, and tear down professional AV systems for customer demonstrations, conferences, trade shows, and government events.
  • Operate live productions utilizing BirdDog cameras, NDI workflows, OBS Studio, and professional video switchers.
  • Configure and manage live video streaming for both internal and external events.
  • Support executive presentations, customer demonstrations, webinars, and hybrid meetings.
  • Perform live production support while maintaining high production quality under tight timelines.

AV System Installation & Integration

  • Install, configure, and maintain professional AV systems throughout Liberty Alliance facilities.
  • Configure BirdDog cameras, BirdDog Play devices, BirdDog VideoWall systems, and NDI workflows.
  • Install and configure displays, monitors, projectors, LED video walls, televisions, and digital signage.
  • Install wall-mounted displays, camera systems, microphones, speakers, and rack-mounted equipment.
  • Perform cable routing, termination, labeling, and testing for Cat5e/Cat6, HDMI, SDI, USB, XLR, and fiber optic cabling.
  • Assist with conference room AV integrations and Microsoft Teams Room systems.

Broadcast & Streaming Systems

  • Configure and operate OBS Studio for live production and streaming.
  • Build and manage production scenes, sources, transitions, overlays, and recording profiles.
  • Configure and troubleshoot NDI Tools including:
  • NDI Studio Monitor
  • NDI Screen Capture
  • NDI Bridge
  • NDI Virtual Input
  • NDI Router
  • Configure BirdDog Central and BirdDog management software.
  • Operate hardware and software video switchers.
  • Configure Elgato Stream Deck controllers for automated production workflows.
  • Troubleshoot latency, synchronization, and network-based video transport issues.

Audio Systems

  • Configure, operate, and troubleshoot professional audio systems.
  • Configure Dante audio networks using Dante Controller.
  • Route audio between digital mixers, computers, cameras, and production systems.
  • Configure microphones, wireless microphone systems, audio interfaces, and speakers.
  • Troubleshoot audio routing, synchronization, echo, latency, and signal issues.
  • Perform basic audio mixing during live events.

AV Networking

  • Configure AV over IP systems utilizing NDI and Dante.
  • Troubleshoot multicast and unicast network traffic.
  • Configure managed network switches supporting AV deployments.
  • Understand VLANs, QoS, multicast, IGMP Snooping, and AV network optimization.
  • Collaborate with the IT Department regarding AV network infrastructure.
  • Assist in configuring wireless and wired AV devices.

Video Wall Systems

  • Configure and maintain BirdDog VideoWall deployments.
  • Configure multiple display arrays and video processors.
  • Troubleshoot display synchronization, scaling, EDID, and signal routing.
  • Configure video distribution across multiple displays.

Technical Support & Troubleshooting

  • Diagnose and resolve hardware, software, networking, and AV system issues.
  • Troubleshoot cameras, switchers, audio systems, encoders, decoders, and streaming platforms.
  • Perform preventative maintenance on AV equipment.
  • Support internal staff and customers during live productions.
  • Quickly resolve issues while events are actively in progress.

Inventory & Asset Management

  • Maintain inventory of AV equipment.
  • Track equipment check-in/check-out.
  • Label and organize AV hardware.
  • Coordinate preventative maintenance schedules.
  • Recommend equipment upgrades and replacements.

Documentation

Create and maintain:

  • AV rack elevations
  • Cable schedules
  • Signal flow diagrams
  • Network diagrams
  • Equipment inventories
  • SOPs
  • Event setup guides
  • System documentation
  • Document production workflows and troubleshooting procedures.

Collaboration

Work closely with:

  • Technology Department
  • Engineering
  • Software Development
  • Program Management
  • Executive Leadership
  • Government Customers
  • Support technology demonstrations and engineering evaluations.
  • Assist with integrating AV systems into software and networking solutions.

Required Qualifications:

  • Associate's degree in Audio Visual Technology, Information Technology, Broadcast Engineering, Communications, or related field (or equivalent experience).
  • 3+ years of professional AV, broadcast, or live production experience.
  • Experience supporting live events, conferences, or broadcast productions.
  • Strong troubleshooting and organizational skills.
  • Excellent customer service and communication abilities.
  • Ability to work independently and as part of a team.

Preferred Technical Experience and Knowledge:

  • BirdDog Cameras
  • BirdDog Play
  • BirdDog VideoWall
  • NDI Tools
  • OBS Studio
  • Dante Controller
  • Dante Virtual Soundcard
  • Video Switchers
  • Digital Audio Mixers
  • Elgato Stream Deck
  • Microsoft Teams Rooms
  • HDMI Matrix Systems
  • SDI Video Systems
  • PTZ Cameras
  • Streaming Platforms
  • AV over IP
  • Digital Signage
  • LED Video Walls
  • AV over IP technologies
  • NDI
  • Dante
  • Video routing
  • Audio routing
  • TCP/IP networking
  • VLANs
  • QoS
  • IGMP Snooping
  • Multicast networking
  • HDMI
  • SDI
  • USB
  • XLR
  • Fiber optics
  • Display technologies
  • Digital audio systems
  • Live production workflows

Desired Skills:

  • Experience configuring managed network switches.
  • Familiarity with UniFi networking equipment.
  • Basic understanding of Windows and macOS administration.
  • Experience with Microsoft Teams and Teams Rooms.
  • Familiarity with Adobe Creative Cloud products.
  • Experience supporting Department of Defense or government events.
  • Ability to read AV system drawings and signal flow diagrams.

Working Conditions / Physical Requirements:

  • Frequent setup and teardown of professional AV equipment.
  • Ability to lift up to 50 pounds safely.
  • Ability to climb ladders and work overhead when installing displays, cameras, and cabling.
  • Ability to work evenings and occasional weekends to support live events.
  • Occasional travel to customer sites, conferences, demonstrations, and government events.
  • Extended periods of standing, walking, bending, and equipment installation.

Preferred Certifications:

  • CTS (Certified Technology Specialist)
  • CTS-I or CTS-D
  • Dante Level 1, 2, or 3 Certification
  • BirdDog Certified Professional
  • NDI Certified Professional
  • AVIXA CTS
  • CompTIA Network+
  • Microsoft Teams Rooms Certification (preferred)

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