Job Directory Machine Learning Developer

Machine Learning Developer
San Francisco, CA

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About

Job Description

Description

About Us

Figure Eight is the essential Human-in-the-Loop AI platform for data science and machine learning teams. The Figure Eight software platform trains, tests, and tunes machine learning models to make AI work in the real world. Figure Eight's technology and expertise supports a wide range of use cases including autonomous vehicles, intelligent personal assistants, medical image labeling, consumer product identification, content categorization, customer support ticket classification, social data insight, CRM data enrichment, product categorization, and search relevance.

Headquartered in San Francisco with a presence in Tel Aviv and backed by Canvas Venture Fund, Trinity Ventures, and Microsoft Ventures, Figure Eight serves data science teams at Fortune 500 and fast-growing data-driven organizations across a wide variety of industries. For more information, visit www.figure-eight.com.

Figure Eight (formally CrowdFlower) has recently undergone a major change. We're really excited about our new name as we help make AI work in the real world. We have several blog posts detailing this change (1, 2, and 3).

About the Role

This position is part of the machine learning team which has high impact and responsibility for all the Human-in-the-Loop AI offerings of Figure Eight. You will be rapidly prototyping ideas and concepts that will facilitate, accelerate and expand our platform through an iterative process. You will collaborate with Product and Engineering teams to push prototypes to products that help our customers make AI work in the real world.

Responsibilities

* Creating machine learning driven prototypes.
* Building new ways of collecting training data.
* Supporting research on augmenting human and artificial intelligence.
* Developing tools that accelerating ML model training and production performance.

Qualifications

* You have scikit-learning experience.
* You know how to build a machine learning model (and have done it before ideally).
* You can take a machine learning model and turn it into a real product.
* 1+ years experience with API integrations.
* 1+ years experience in Reactive/Redux.
* Experience of rapid prototyping.
* Familiarity with various front-end/backend frameworks and technologies that enable end-to-end development.
* Familiarity with modern deep learning frameworks.
* Being comfortable in dealing with uncertain and ill-defined problems.
* Being self-motivated and eager to find and learn the right tool to solve a given problem.

Good to Have

* Advanced degrees in HCI, Machine Learning, Data Science, Math and/or UX research related areas.
* Experience in running jobs on Figure Eight platform.
* Experience in experimental design comparing human (or model) performance across conditions.
* Exposure in cloud-based AI services.

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