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Senior Machine Learning Engineer

2 months ago

Atlanta, United States Reserv Claims Analysis LLC Full time

Description

About Reserv

Reserv is an insurtech creating and incubating cutting-edge AI and automation technology to bring efficiency and simplicity to claims. Founded by insurtech veterans with deep experience in SaaS and digital claims, Reserv is venture-backed by Bain Capital and Altai Ventures and began operations in May 2022. We are focused on automating highly manual tasks to tackle long-standing problems in claims and set a new standard for TPAs, insurance technology providers, and adjusters alike. We have ambitious (but attainable) goals and need people who can work in an evolving environment. If building a leading TPA and the prospect of tackling the long-standing challenges of the claims role sounds exciting, we can’t wait to meet you. Who you are

As a Senior Machine Learning Engineer at Reserv, you will define our technological trajectory and drive growth for years to come. You will play a crucial role in our data science team, collaborating directly with customers to develop AI and machine learning solutions that address critical operational inefficiencies. This position is ideal for a data scientist with a solid foundation in software engineering, predictive modeling, and an innovative mindset ready to shape the future of our technology. What we need

Develop and integrate AI models and machine learning solutions using our tech stack: Python, AWS (including Bedrock, SageMaker), Docker, Postgres, and Ruby on Rails. Collaborate with product management and operations to identify and prioritize machine learning opportunities. Design, test, and deploy scalable machine learning architectures that facilitate rapid iteration, secure deployment, and user-friendly access. Guide the creation and implementation of both heuristic and complex machine learning models, adhering to the principle of "Occam’s Razor." Mentor junior data scientists and support developers at customer companies. Continuously deploy code from day one, influencing and enhancing our engineering culture. Communicate technical ideas and specifications clearly and precisely. Engage with cross-functional teams including product ops, design, and sales as our product and engineering teams expand. Requirements

8+ years of experience as a data scientist with a robust portfolio demonstrating high-quality product delivery. Experience in running end-to-end experiments, including setting up datasets, developing controls, conducting hypothesis tests, running ablation studies, and rigorously evaluating outcomes. Expertise in Python and libraries such as Pandas, LangChain, NumPy, Scikit-Learn, TensorFlow, and/or PyTorch. Strong software engineering foundation with a commitment to delivering high-quality, maintainable, and well-tested code Proven ability to stay updated with state-of-the-art techniques through continuous research and application. Strong ability to prioritize customer requirements and adapt quickly to evolving project scopes. Passionate about creating intuitive technology solutions and a continuous desire to learn and take on new challenges. Generous health-insurance package with nationwide coverage, vision, & dental 401(k) retirement plan with employer matching Unlimited vacation time with minimum time-off – we want our employees fresh, healthy, happy, and energized Generous family leave policy Work from anywhere to facilitate your work life balance paired with frequent, regular corporate retreats to build team cohesion, reinforce culture, and have fun Your choice of Windows or Apple laptop, large second monitor, and other quality-of-life equipment you may want. Technology is something that should make your life easier, not harder At Reserv, we value diversity and believe that a variety of perspectives leads to innovation and success. We are actively seeking candidates who will bring unique perspectives and experiences to our team. We welcome applicants from all backgrounds and encourage those from underrepresented groups to apply. If you believe you are a good fit for this role, we would love to hear from you Will you now or in the future require sponsorship for employment visa status (e.g., H-1B visa status)?

* -- Have you used Python, SQL, AWS tools (Lambda, ECS) and containerization tools (Docker, Kubernetes) in a professional capacity?

* -- Have you built UIs on the top of data science products?

* -- Have your built data pipelines and stacks from scratch?

* -- Are you related by birth, marriage, or adoption to any Reserv employees?

* -- If you answered yes to the above question, who are you related to at Reserv, and what is the relation?

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For government reporting purposes, we ask candidates to respond to the below self-identification survey.Completion of the form is entirely voluntary. Whatever your decision, it will not be considered in the hiringprocess or thereafter. Any information that you do provide will be recorded and maintained in aconfidential file. As set forth in Reserv’s Equal Employment Opportunity policy,we do not discriminate on the basis of any protected group status under any applicable law. If you believe you belong to any of the categories of protected veterans listed below, please indicate by making the appropriate selection.As a government contractor subject to the Vietnam Era Veterans Readjustment Assistance Act (VEVRAA), we request this information in order to measurethe effectiveness of the outreach and positive recruitment efforts we undertake pursuant to VEVRAA. Classification of protected categoriesis as follows: A "disabled veteran" is one of the following: a veteran of the U.S. military, ground, naval or air service who is entitled to compensation (or who but for the receipt of military retired pay would be entitled to compensation) under laws administered by the Secretary of Veterans Affairs; or a person who was discharged or released from active duty because of a service-connected disability. A "recently separated veteran" means any veteran during the three-year period beginning on the date of such veteran's discharge or release from active duty in the U.S. military, ground, naval, or air service. An "active duty wartime or campaign badge veteran" means a veteran who served on active duty in the U.S. military, ground, naval or air service during a war, or in a campaign or expedition for which a campaign badge has been authorized under the laws administered by the Department of Defense. An "Armed forces service medal veteran" means a veteran who, while serving on active duty in the U.S. military, ground, naval or air service, participated in a United States military operation for which an Armed Forces service medal was awarded pursuant to Executive Order 12985. Voluntary Self-Identification of Disability

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