\nDescription\n\nAbout Reserv\n\nReserv 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.\n\nWe 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.\n \nWho you are\n\nAs 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.\n \nWhat we need\n\n\n* Develop and integrate AI models and machine learning solutions using our tech stack: Python, AWS (including Bedrock, SageMaker), Docker, Postgres, and Ruby on Rails.\n\n* Collaborate with product management and operations to identify and prioritize machine learning opportunities.\n\n* Design, test, and deploy scalable machine learning architectures that facilitate rapid iteration, secure deployment, and user-friendly access.\n\n* Guide the creation and implementation of both heuristic and complex machine learning models, adhering to the principle of "Occam’s Razor."\n\n* Mentor junior data scientists and support developers at customer companies.\n\n* Continuously deploy code from day one, influencing and enhancing our engineering culture.\n\n* Communicate technical ideas and specifications clearly and precisely.\n\n* Engage with cross-functional teams including product ops, design, and sales as our product and engineering teams expand.\n\n\n\n\n\n\nRequirements\n\n\n\n* 8+ years of experience as a data scientist with a robust portfolio demonstrating high-quality product delivery.\n\n* Experience in running end-to-end experiments, including setting up datasets, developing controls, conducting hypothesis tests, running ablation studies, and rigorously evaluating outcomes.\n\n* Expertise in Python and libraries such as Pandas, LangChain, NumPy, Scikit-Learn, TensorFlow, and/or PyTorch.\n\n* Strong software engineering foundation with a commitment to delivering high-quality, maintainable, and well-tested code\n\n* Proven ability to stay updated with state-of-the-art techniques through continuous research and application.\n\n* Strong ability to prioritize customer requirements and adapt quickly to evolving project scopes.\n\n* Passionate about creating intuitive technology solutions and a continuous desire to learn and take on new challenges.\n\n\n\n\n\n\nBenefits\n\n\n\n* Generous health-insurance package with nationwide coverage, vision, & dental\n\n* 401(k) retirement plan with employer matching\n\n* Unlimited vacation time with minimum time-off – we want our employees fresh, healthy, happy, and energized!\n\n* Generous family leave policy\n\n* Work from anywhere to facilitate your work life balance paired with frequent, regular corporate retreats to build team cohesion, reinforce culture, and have fun\n\n* 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!\n\n\n\n\nAt Reserv, we value diversity in backgrounds, perspectives, and life experiences and believe that diversity in viewpoints and critical thinking drives innovation, first-principles thinking, and success. We welcome applicants from all backgrounds and encourage those from all walks of life to apply. If you believe you are a good fit for this role, we would love to hear from you!\n\n \n\n#Salary and compensation\n No salary data published by company so we estimated salary based on similar jobs related to SaaS, Python, Ruby, Senior, Sales and Engineer jobs that are similar:\n\n $70,000 — $107,500/year\n
\n\n#Benefits\n 💰 401(k)\n\n🌎 Distributed team\n\n⏰ Async\n\n🤓 Vision insurance\n\n🦷 Dental insurance\n\n🚑 Medical insurance\n\n🏖 Unlimited vacation\n\n🏖 Paid time off\n\n📆 4 day workweek\n\n💰 401k matching\n\n🏔 Company retreats\n\n🏬 Coworking budget\n\n📚 Learning budget\n\n💪 Free gym membership\n\n🧘 Mental wellness budget\n\n🖥 Home office budget\n\n🥧 Pay in crypto\n\n🥸 Pseudonymous\n\n💰 Profit sharing\n\n💰 Equity compensation\n\n⬜️ No whiteboard interview\n\n👀 No monitoring system\n\n🚫 No politics at work\n\n🎅 We hire old (and young)\n\n
\n\n#Location\nAtlanta, Georgia, United States

\nCrunch.i, part of the YouGov PLC is a market-defining company in the analytics SaaS marketplace. We’re a company on the rise. We’ve built a revolutionary platform that transforms our customers’ ability to drive insight from market research and survey data. We offer a complete survey data analysis platform that allows market researchers, analysts, and marketers to collaborate in a secure, cloud-based environment, using a simple, intuitive drag-and-drop interface to prepare, analyze, visualize and deliver survey data and analysis. Quite simply, Crunch provides the quickest and easiest way for anyone, from CMO to PhD, with zero training, to analyze survey data. Users create tables, charts, graphs and maps. They filter, and slice-and-dice survey data directly in their browser.\n\nOur start-up culture is casual, respectful of each other’s varied backgrounds and lives, and high-energy because of our shared dedication to our product and our mission. We are loyal to each other and our company. We value work/life balance, efficiency, simplicity, and fantastic customer service! Crunch has no offices and fully embraces a 100% remote culture. We have 40 employees spread across 5 continents. Remote work at Crunch is flexible and largely independent, yet highly cooperative.\n\nWe are hiring a DevOps Lead to help expand our platform and operations excellence. We are inviting you to join our small, fully remote team of developers and operators helping make our platform faster, more secure, and more reliable. You will be self-motivated and disciplined in order to work with our fully distributed team.\n\nWe are looking for someone who is a quick study, who is eager to learn and grow with us, and who has experience in DevOps and Agile cultures. At Crunch, we believe in learning together: we recognize that we don’t have all the answers, and we try to ask each other the right questions. As Crunch employees are completely distributed, it’s crucial that you can work well independently, and keep yourself motivated and focused.\n\nOur Stack:\n\nWe currently run our in-house production Python code against Redis, MongoDB, and ElasticSearch services. We proxy API requests through NGINX, load balance with ELBs, and deploy our React web application to AWS CloudFront CDN. Our current CI/CD process is built around GitHub, Jenkins, BlueOcean including unit, integration, and end to end tests and automated system deployments. We deploy to auto-scaling Groups using Ansible and Cloud-Init.\n\nIn the future, all or part of our platform may be deployed via DroneCI, Kubernetes, nginx ingress, Helm, and Spinnaker.\n\nWhat you'll do:\n\nAs a Leader:\n\n\n* Manage and lead a team of Cloud Operations Engineers who are tasked with ensuring our uptime guarantees to our customer base.\n\n* Scale the worldwide Cloud Operations Engineering team with the strategic implementation of new processes and tools.\n\n* Hire and ramp exceptional Cloud Operations Engineers.\n\n* Assist in scoping, designing and deploying systems that reduce Mean Time to Resolve for customer incidents.\n\n* Inform executive leadership and escalation management personnel of major outages\n\n* Compile and report KPIs across the full company.\n\n* Work with Sales Engineers to complete pre-sales questionnaires, and to gather customer use metrics.\n\n* Prioritize projects competing for human and computational resources to achieve organizational goals.\n\n\n\n\nAs an Engineer:\n\n\n* Monitor and detect emerging customer-facing incidents on the Crunch platform; assist in their proactive resolution, and work to prevent them from occurring.\n\n* Coordinate and participate in a weekly on-call rotation, where you will handle short term customer incidents (from direct surveillance or through alerts via our Technical Services Engineers).\n\n* Diagnose live incidents, differentiate between platform issues versus usage issues across the entire stack; hardware, software, application and network within physical datacenter and cloud-based environments, and take the first steps towards resolution.\n\n* Automate routine monitoring and troubleshooting tasks.\n\n* Cooperate with our product management and engineering organizations by identifying areas for improvement in the management of applications powering the Crunch infrastructure.\n\n* Provide consistent, high-quality feedback and recommendations to our product managers and development teams regarding product defects or recurring performance issues.\n\n* Be the owner of our platform. This includes everything from our cloud provider implementation to how we build, deploy and instrument our systems.\n\n* Drive improvements and advancements to the platform in areas such as container orchestration, service mesh, request/retry strategies.\n\n* Build frameworks and tools to empower safe, developer-led changes, automate the manual steps and provide insight into our complex system.\n\n* Work directly with software engineering and infrastructure leadership to enhance the performance, scalability and observability of resources of multiple applications and ensure that production hand off requirements are met and escalate issues.\n\n* Embed into SRE projects to stay close to the operational workflows and issues.\n\n* Evangelize the adoption of best practices in relation to performance and reliability across the organization.\n\n* Provide a solid operational foundation for building and maintaining successful SRE teams and processes.\n\n* Maintain project and operational workload statistics.\n\n* Promote a healthy and functional work environment.\n\n* Work with Security experts to do periodic penetration testing, and drive resolution for any issues discovered.\n\n* Liaise with IT and Security Team Leads to successfully complete cross-team projects, filling in for these Leads when necessary.\n\n* Administer a large portfolio of SaaS tools used throughout the company.\n\n\n\n\nQualifications:\n\n\n* Team Lead experience of an on-call DevOps, SRE, or Cloud Operations team (at least 2 years).\n\n* Experience recruiting, mentoring, and promoting high performing team members.\n\n* Experience being an on-call DevOps, SRE, or Cloud Operations engineer (at least 2 years).\n\n* Proven track record of designing, building, sizing, optimizing, and maintaining cloud infrastructure.\n\n* Proven experience developing software, CI/CD pipelines, automation, and managing production infrastructure in AWS.\n\n* Proven track record of designing, implementing, and maintaining full CI/CD pipelines in a cloud environment (Jenkins experience preferred).\n\n* Experience with containers and container orchestration tools (Docker, Kubernetes, Helm, traefik, Nginx ingress and Spinnaker experience preferred).\n\n* Expertise with Linux system administration (5 yrs) and networking technologies including IPv6.\n\n* Knowledgeable about a wide range of web and internet technologies.\n\n* Knowledge of NoSQL database operations and concepts.\n\n* Experience in monitoring, system performance data collection and analysis, and reporting.\n\n* Capability to write small programs/scripts to solve both short-term systems problems and to automate repetitive workflows (Python and Bash preferred).\n\n* Exceptional English communication and troubleshooting skills.\n\n* A keen interest in learning new things.\n\n\n \n\n#Salary and compensation\n No salary data published by company so we estimated salary based on similar jobs related to DevOps, Executive, React, English, Elasticsearch, Cloud, NoSQL, Python, API, Sales, SaaS, Engineer, Nginx and Linux jobs that are similar:\n\n $70,000 — $120,000/year\n
\n\n#Benefits\n 💰 401(k)\n\n🌎 Distributed team\n\n⏰ Async\n\n🤓 Vision insurance\n\n🦷 Dental insurance\n\n🚑 Medical insurance\n\n🏖 Unlimited vacation\n\n🏖 Paid time off\n\n📆 4 day workweek\n\n💰 401k matching\n\n🏔 Company retreats\n\n🏬 Coworking budget\n\n📚 Learning budget\n\n💪 Free gym membership\n\n🧘 Mental wellness budget\n\n🖥 Home office budget\n\n🥧 Pay in crypto\n\n🥸 Pseudonymous\n\n💰 Profit sharing\n\n💰 Equity compensation\n\n⬜️ No whiteboard interview\n\n👀 No monitoring system\n\n🚫 No politics at work\n\n🎅 We hire old (and young)\n\n