Apple AR/VR Job | HID Quantified Experience Algorithm Engineer (Data Focus)

Job(岗位): HID Quantified Experience Algorithm Engineer (Data Focus)

Type(岗位类型): HRDWR

Citys(岗位城市): Santa Clara Valley (Cupertino), California, United States

Date(发布日期): 2021-12-13

Summary(岗位介绍)

The Human Interface Devices (HID) team is looking for an Interaction Algorithms Engineer to develop data-driven algorithms for next generation human-computer interactions.

Qualifications(岗位要求)

2+ years of SW development experience, including toolchain development, building analysis frameworks

Experience developing data-driven algorithms, using tools such as statistics, linear algebra, or machine learning

Experience developing analysis scripts in languages such as Matlab, Python, or R

Experience working with large datasets, data preprocessing, data manipulation

Excellent problem solving and root cause analysis skills

Understands and advocates principles of good software and system design

Able to communicate clearly and collaborate with multi-functional teams

Description(岗位职责)

In this role, you will

Develop and evaluate user centered metrics and new methodologies for human performance analysis

Create, configure and build test cases as part of a structured user trials and engineering studies

Measure, analyze, report, visualize and present results from high frequency studies on input and interaction

Identify and develop interaction algorithm refinements based on human performance analysis

Develop and maintain a analysis framework which can be coordinated with other HID tools

Maintain common development/debugging workflows used by the team across tools

Develop and maintain testing strategies for analysis firmware to ensure flawless integration of new analysis algorithms

Develop triage methodology for analysis framework for incoming issues, including debug tooling

Additional Requirements(额外要求)

The following are not required, but are a plus and may help you be more successful:

Knowledge of applied statistics (multivariate statistics, generalized linear models, machine learning)

Experience with C++, C#, Objective-C and/or Swift

Experience developing software for Augmented Reality (AR) or Virtual Reality (VR)

Experience with 3D mathematics and/or physics/game engines such as RealityKit, Unity

Experience developing for input or interaction or other background in HCI / related fields

Experience with design of experiment (DOE) and multi-scale user studies

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