Multimodal Data Capture Manager responsible for the full cycle of data acquisition for AI systems. Involves strategy, execution, and collaboration with internal and external teams.
Responsibilities
Strategy and planning for multimodal data capture
Setup and management of capture environments
Execution through internal teams and third parties
Data organisation, governance, and quality control
Continuous improvement of capture pipelines as Lumi evolves
This is a highly autonomous role with real operational responsibility and influence over how Lumi scales.
Define and own the strategy for capturing multimodal data (audio, video, images), aligned with product and operational goals.
Decide when data should be captured internally, commissioned externally, or sourced via partners or third-party providers.
Design and run data capture programmes across labs, customer sites, pilots, and internal environments.
Identify, secure, and organise capture spaces, including studios, labs, offices, or temporary setups.
Oversee setup of capture environments, including equipment, layouts, and workflows.
Coordinate and manage the people doing the capture, including internal teams, contractors, partners, and customers.
Build repeatable, well-documented processes that allow data capture to scale without chaos.
Own the pipeline from raw data capture through storage, validation, and delivery to downstream teams.
Work with engineering to ensure data is traceable, accessible, and well structured.
Define and enforce quality checks to ensure captured data meets agreed standards.
Source, onboard, and manage external data capture partners and vendors.
Monitor and manage cost, throughput, and quality, to the highest possible standard.
Continuously evaluate buy vs build vs partner approaches to data capture.
Work closely with scientists and domain experts to ensure captured data reflects real-world lab behaviour.
Support compliance, security, and privacy requirements (e.g. GDPR) across all capture workflows.
Ensure appropriate consent and usage rights are in place for all captured data.
Define KPIs for capture quality, coverage, cost, latency, and reusability.
Identify bottlenecks and inefficiencies in capture operations and resolve them.
Continuously evolve capture methods as Lumi expands into new domains and use cases.
Requirements
We’re more interested in evidence of ownership and execution than a perfect CV, but you’ll likely have many of the following:
Experience owning or running large-scale data capture or data acquisition operations, particularly involving audio and/or visual data.
Proven ability to set up and manage physical or remote capture environments.
Experience coordinating internal teams, contractors, or external partners.
Strong operational mindset with the ability to design processes and make them work in practice.
Comfort operating across technical, scientific, and operational domains.
Strong organisational skills and attention to detail, without losing sight of the bigger picture.
Excellent communication skills and confidence working with senior stakeholders.
Experience with data governance, compliance, or regulated environments is a plus.
Background in media operations, AV production, lab operations, or data operations is highly desirable.
Benefits
Competitive salary depending on applicant experience and skill level.
Stock Options We want our team to be a part of our success and offer all permanent team members stock options
Holiday 27 days + Bank Holidays + Birthday off + Company closure between Christmas and New Year
Pension Contribution 8% from us and 1% from our employees
BUPA Private Healthcare for you and your family
Flexible working with an 8am-10am start and 4-6pm finish
Enhanced Maternity Leave Available to employees with 6+ months tenure, Reach Industries pays 100% of your salary for the first 26 weeks of your maternity leave. The next 13 weeks is paid at 50% of your base salary
Growth & Development Allocated annual budget for conferences, training courses and other materials
Hybrid working, with time in our Bristol HQ when required
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