
User Study and Data Operations Engineer
Required skills
- user study operations
- human factors tests
- data operations
- hardware/software QA
- technical lab operations
- human-subject test protocols
- test protocols
- study designs
- lab operations
- external data collection vendors
Nice to have
- prototype hardware
- optical/sensor rigs
- studio lighting
- camera tracking systems
- Python
- Bash
Role summary
Apple is seeking a User Study & Data Operations Engineer to lead data collection programs for testing, training, and validating new hardware and software technologies. This role involves collaborating with technical teams to design and execute human-subject studies, manage external vendors, and ensure reliable lab operations. The ideal candidate will have experience in user study operations, data operations, and technical lab environments, with a background in human factors or related fields. Preferred qualifications include Python/scripting skills, AI-assisted development tools, and experience creating operational documentation.
Description
We are looking for a User Study & Data Operations Engineer to lead end-to-end data collection programs. In this role, you will work directly with algorithm scientists, machine learning researchers, and engineering leads to turn raw research questions into clear study designs, practical test protocols, and reliable lab operations. You will oversee testing across internal prototype labs and external data collection vendors. In this role, you will run human-subject studies from initial scoping through protocol design and multi-site execution.
Minimum Qualifications
Bachelor’s degree in Engineering, Human Factors, Cognitive Science, Computer Science, Human-Computer Interaction (HCI), Life/Physical Sciences, or equivalent job-related experience. 3+ years of experience running user study operations, human factors tests, data operations, hardware/software QA, or technical lab operations. Experience writing, piloting, and running human-subject test protocols, task sequences, moderator guidelines, or standard operating procedures (SOPs). Experience working directly with technical teams (such as algorithms, machine learning, or systems engineering) to turn technical requirements into operational study plans. Experience managing external data collection vendors, including drafting Statements of Work (SOWs), auditing data deliverables, and holding partners to quality criteria.
Preferred Qualifications
Hands-on experience setting up prototype hardware, optical/sensor rigs, studio lighting, or camera tracking systems. Experience using Python, Bash, or shell scripts to verify, check, and process collected data. Background in human factors methods, psychophysical scaling, survey design, and qualitative debriefs. Experience using modern AI-assisted development tools and agentic coding workflows to quickly build scripts, internal dashboards, and operational tools that automate repetitive tasks. Track record of creating clear operational processes and reference documentation where none previously existed. Clear communicator who can align priorities across research scientists, engineers, legal, privacy, and operations teams. Experience guiding study moderators and communicating clearly and respectfully with study participants during sensitive prototype tests.
Sample Apple interview questions
- 1
Design a typeahead box for a search engine
system designmedium - 2
Design a rate limiter
system designmedium - 3
Architect a key-value store for distributed systems.
system designmedium - 4
Design a system to schedule jobs in a distributed environment
system designmedium - 5
What is an API and how does it work?
technicalmedium
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