ML Evaluation Engineer: Shape Robust Vision Systems

Apple, Inc.; Sunnyvale (CA); Presencial; USD 150.000 - 278.000; Jornada completa

Ventajas ofrecidas por este puesto de trabajo

Stock plan

Healthcare

Relocation

Tuition reimbursement

Discounted products

Descripción de la vacante

Apple, Inc. in Sunnyvale is seeking a highly motivated Machine Learning Evaluation Engineer to define evaluation strategies for computer vision and machine learning algorithms used in complex product experiences.

You will work with algorithm, data, and engineering teams to identify meaningful quality signals and develop robust evaluation frameworks. The role emphasizes failure analysis, scalable workflows, and reproducible metrics, with opportunities to leverage AI-assisted tools to accelerate

Formación

• BS in Computer Science, Electrical Engineering or related field required.
• 3+ years of ML/CV experience and evaluation expertise.
• Experience designing metrics for ML algorithms.
• Strong failure analysis and root-cause analysis skills.
• Experience with data quality, diversity, and coverage analysis.
• Proficient in Python for data processing, analysis, and visualization.
• Experience building automated evaluation pipelines and tooling.
• Ability to create clear visualizations and dashboards of model performance.

Responsabilidades

• Define and drive evaluation strategy for CV/ML algorithms in product contexts.
• Design metrics and evaluation methodologies beyond accuracy.
• Analyze large datasets to identify data quality issues and coverage gaps.
• Investigate model failures and develop failure taxonomies.
• Build tools and visualizations to explore failures and root causes.
• Develop scalable, automated workflows for evaluation, analysis, and reporting.
• Leverage AI-assisted tools to accelerate data exploration and workflow automation.

Conocimientos

Machine learning fundamentals

Computer vision

Python programming

Data analysis

Visualization

Educación

BS in Computer Science / related field

MS in CS/EE (preferred)

Herramientas

Python libraries (NumPy/Pandas)

ML eval frameworks

Data visualization tools

Descripción del empleo

Apple, Inc. in Sunnyvale is seeking a highly motivated Machine Learning Evaluation Engineer to define evaluation strategies for computer vision and machine learning algorithms used in complex product experiences.

You will work with algorithm, data, and engineering teams to identify meaningful quality signals and develop robust evaluation frameworks. The role emphasizes failure analysis, scalable workflows, and reproducible metrics, with opportunities to leverage AI-assisted tools to accelerate