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Senior Machine Learning Engineer - Public Sector

Scale AISan Francisco, CA; New York, NY; Washington, DC
On-site Full-time $216.3K/yr - $300.3K/yr

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Experience Level

Senior

Qualifications

Your Responsibilities: Utilize state-of-the-art models developed internally and by the community to address challenges faced by our customers and stakeholders. Enhance and sustain production models through retraining, hyperparameter optimization, and architectural modifications while ensuring core performance metrics are maintained. Collaborate with product and research teams to identify and prototype ML-driven product enhancements, including for future product lines. Manage extensive datasets to develop both general and product-specific models. Construct scalable machine learning infrastructure to automate and enhance our ML services. Act as a cross-functional advocate for machine learning techniques within engineering and product teams. Adapt quickly to new technologies and adeptly manage multiple priorities in a dynamic environment. This position requires an active security clearance or the capability to obtain one.

About the job

The Senior Machine Learning Engineer at Scale AI is tasked with harnessing advanced methodologies in generative AI, computer vision, reinforcement learning, and agentic AI to enhance our product offerings and streamline the customer experience in live environments. Our machine learning engineers utilize a robust internal infrastructure and unparalleled access to extensive datasets to drive significant improvements for our clients.

As part of the Public Sector Machine Learning team, you will be at the forefront of deploying innovative models to critical government systems through groundbreaking products such as Donovan and Thunderforge. Our work encompasses various modalities, with a strong emphasis on large language models and computer vision. On the LLM front, we are developing sophisticated agentic systems designed to address intricate operational and planning challenges for government entities. This involves creating agent frameworks that interface with custom retrieval systems and production APIs, alongside evaluation tools for assessing and refining agent performance. Additionally, we are pioneering research in reinforcement learning for agentic LLMs, successfully deploying these innovations in real-world operational contexts. In the realm of computer vision, we are focused on training advanced models to boost labeling throughput and automate perception tasks. Our initiatives include developing large-scale fine-tuning pipelines, training models across diverse modalities, and creating adaptable vision foundation models to support a variety of defense applications.

About Scale AI

Scale AI is a leading provider of data labeling services and machine learning solutions, dedicated to transforming the way organizations leverage AI technologies. With a commitment to innovation and excellence, we empower our clients in the public sector to achieve significant advancements through tailored AI solutions.

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