Be an early applicantLess than 25 applicants

Company

Instacart · 1 day ago

Senior AI Infra Engineer, Caper

United States - Remote

Full-time

Remote

Senior Level

$165K/yr - $220K/yr

5+ years exp

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Delivery ServiceE-Commerce

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Responsibilities

Design, build, and maintain scalable and efficient data pipelines for collecting, processing, and storing large volumes of structured and unstructured data, specifically image and video streams and relevant metadata.

Develop and integrate tools for data labeling and annotation, ensuring high-quality training datasets for deep learning and computer vision models.

Collaborate with data scientists and machine learning engineers to build and optimize the infrastructure required for training and evaluating deep learning models at scale.

Build and maintain CI/CD pipelines to seamlessly deploy machine learning models into production environments.

Qualification

Find out how your skills align with this job's requirements. If anything seems off, you can easily click on the tags to select or unselect skills to reflect your actual expertise.

Data EngineeringDeep LearningComputer VisionData PipelinesCloud PlatformsContainerizationMonitoring ToolsData Processing FrameworksData SecurityNvidia ChipsetsTensorFlowPyTorchKubeflowMLflowTensorBoard

Required

Bachelor’s or Master’s degree in Computer Science, Engineering, or a related field.

5+ years of experience in data engineering, full-stack and/or infrastructure development.

Proven experience with building and maintaining large-scale data pipelines (batching or streaming) for computer vision and/or machine learning applications.

Familiarity with observability and monitoring tools (e.g. Datadog) and best practices.

Familiarity with frameworks for large-scale data processing (e.g., Kafka, Spark, Airflow, Ray), storage (e.g., S3, Delta Lake), indexing and search (e.g. Elasticsearch).

Experience with cloud platforms (e.g., AWS, GCP) and containerization technologies (e.g., Docker, Kubernetes).

Strong problem-solving skills to work in a fast-paced, dynamic environment.

Excellent communication skills to work collaboratively in a cross-functional team.

Preferred

Experience building and/or integrating computer vision data collection, labeling and management systems.

Experience in edge inference and optimization on Nvidia chipsets.

Experience with deep learning frameworks (e.g., TensorFlow, PyTorch) and model management platforms (e.g., Kubeflow, MLflow, TensorBoard).

Knowledge of computer vision and machine learning algorithms and models.

Experience with frameworks and best practices for data security or compliance.

Benefits

New hire equity grant

Annual refresh grants

Company

Instacart

Glassdoor

3.6

Instacart is an online grocery platform that offers same-day delivery and pickup services for retailers and consumers.

Founded in 2012

San Francisco, California, USA

1001-5000 employees

https://www.instacart.com

H1B Sponsorship

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Distribution of Different Job Fields Receiving Sponsorship

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Trends of Total Sponsorships

2023 (82)

2022 (148)

2021 (232)

2020 (86)