Who we are AvantStay delivers world class, authentic, tech-enabled short-term rental (“STR”) group experiences targeted at the millennial generation. We are venture funded and growing rapidly in the explosive $100+ billion dollar STR industry. We deliver a customized end-to-end experience that is tailored just for groups and powered with technology at every layer. What we are looking for We are seeking a Staff Engineer who will own AI automation across our business - building autonomous systems that monitor data, take action, involve humans when needed, and learn from feedback. We need someone who moves fluently between business and technology. On one side, that means going deep on how work actually gets done, spotting where manual effort burns time, introduces error, or simply doesn't scale. On the other hand, it means knowing the technical landscape well enough to translate those opportunities into systems that run in production: reliable, observable, and built to handle the messy edge cases that only show up in the real world. Some workflows are big (automating an entire listings lifecycle), some are small (a bot that flags pricing anomalies). We need someone who ships both. When you join, you'll work with a small, senior engineering team that has already shipped multiple AI agents to production - including lead qualification, data querying, revenue automation, and infrastructure monitoring systems. Our stack includes Scala and TypeScript across the backend, PostgreSQL, ClickHouse, Kafka, Kubernetes on AWS, and deep integrations with Claude, OpenAI, Pi, LangGraph, MCP and other tools for AI system management and integration. You won't be starting from scratch - you'll be accelerating what's already working. As a Staff Engineer, you'll report directly to engineering leadership, working alongside a team of ~30 engineers across backend, frontend, data, and DevSecOps. Our team is fully remote, flat, and talent-dense. We move fast and expect you to own outcomes, not just write code. What you'll do - Design and build autonomous agentic loops across business domains - monitoring listings performance, qualifying leads, resolving customer tickets, optimizing SEO content, and many more we haven't built yet. - Own the full lifecycle: understand the business workflow, architect the agent, ship to production, monitor performance, iterate based on feedback. - Connect agents to our data infrastructure - PostgreSQL, ClickHouse, Kafka event streams, GraphQL APIs, MCPs, third-party integrations - so they can observe, reason, and act. - Build human-in-the-loop escalation patterns where full autonomy isn't appropriate. - Work directly with business stakeholders (revenue management, marketing, CX, sales) to identify automation opportunities and translate them into agent architectures. - Untangle complexity in our existing systems to make them agent-accessible - wrapping services, building APIs for agents, MCP servers, creating clean data interfaces, and transforming existing ones. - Establish patterns and tooling that help the broader engineering team deploy agents faster. Your work should multiply others, not just your own output. What you'll bring - Deep understanding of agentic workflows and the current tooling landscape - orchestration, evals, agent SDKs (Claude Agent SDK, OpenAI Agents API, Vercel, PI, LangGraph), tool-use patterns, multi-step reasoning, structured outputs, and RAGs. - Experience shipping production AI/LLM agent systems - not prototypes, not chatbots. Autonomous agents that take real actions in real systems. - Strong software engineering fundamentals - you can navigate databases, event systems (Kafka), API protocols (GraphQL, REST), containers (Kubernetes), and cloud infrastructure (AWS). Our systems are complex, and you need to be able to work through that complexity. - Our stack includes TypeScript and Scala (functional, Typelevel), Python - comfort reading and contributing to typed functional code is a plus, but deep Scala expertise is not required. - Product instincts - you can talk to a revenue manager or sales, understand their workflow, and figure out what to automate without being handed a spec. - Bias toward shipping. We value working software over documents. - Fluency in English, both written and spoken, for effective communication in a distributed team. We value agency over experience. If you don't check every box but bring curiosity, drive, and a clear sense of purpose, we want to hear from you. Nice to Have - Background in property management, hospitality, or marketplace platforms. - Experience with functional programming (Scala, Haskell, Clojure, Elixir). - Experience with distributed systems, Clickhouse and Postgres. This Role Isn't for You If - You need detailed tickets and guidance for every task. We need self-directed engineers who take a business problem and figure out the architecture. - You're looking for a research or advisory position. We need a builder who ships. - You want a temporary or exploratory role. This is a long-term commitment to owning production systems. Perks and Benefits - Generous paid time off including company holidays - 100% remote - work from anywhere in the world - Complimentary and discounted stays at AvantStay properties - Periodic team gatherings - Budget for Greenfield AI Tooling No soliciting from staffing agencies. Thank you!

• Lead the technical and strategic alignment of Arrow’s externally available platforms, primarily ArrowSphere-aaS and Arrow AI 360, to accelerate commercial growth • Drive go-to-market acceleration by engaging with Telcos, MSPs, Distributors, and Digital Service Providers to increase platform adoption and expand pipeline • Deliver high-impact executive workshops, demos, and transformation sessions that position ArrowSphere as a leading marketplace platform and AI 360 as an AI expense and performance management solution • Partner with regional leadership to support pipeline development, forecasting, and long-term planning across strategic accounts and partners • Lead strategic transformation programs with existing ArrowSphere customers, enabling adoption of new platform capabilities and scaling their cloud business • Collaborate cross-functionally with marketing, product, and engineering teams to design and execute go-to-market motions and accelerate platform evolution • Contribute to platform strategy, including partner segmentation, acquisition, and revenue growth initiatives • Provide market and partner feedback to help shape product roadmap and platform innovation, ensuring alignment with customer needs and market trends • Influence and support the AI 360 go-to-market and product strategy, including ecosystem development, partner prioritization, and use case expansion • Develop and scale frameworks, playbooks, and enablement materials that drive partner maturity and accelerate sales cycles • Act as a thought leader and evangelist, representing Arrow at industry events, executive forums, and partner engagements • Serve as a trusted advisor to partners navigating cloud modernization, marketplace adoption, and AI-driven transformation initiatives • Align platform capabilities with partner and vendor strategies to drive measurable business outcomes and growth

Requisition Number: 2349012 Optum is a global organization that delivers care, aided by technology to help millions of people live healthier lives. The work you do with our team will directly improve health outcomes by connecting people with the care, pharmacy benefits, data and resources they need to feel their best. Here, you will find a culture guided by inclusion, talented peers, comprehensive benefits and career development opportunities. Come make an impact on the communities we serve as you help us advance health optimization on a global scale. Join us to start Caring. Connecting. Growing together. The Optum Technology Digital team is on a mission to disrupt the healthcare industry, transforming UHG into an industry-leading Consumer brand. We deliver hyper-personalized digital solutions that empower direct-to-consumer, digital-first experiences, educating, guiding, and empowering consumers to access the right care at the right time. Our mission is to revolutionize healthcare for patients and providers by delivering cutting-edge, personalized and conversational digital solutions. We're Consumer Obsessed, ensuring they receive exceptional support throughout their healthcare journeys. As we drive this transformation, we're revolutionizing customer interactions with the healthcare system, leveraging AI, cloud computing, and other disruptive technologies to tackle complex challenges. Serving UnitedHealth Group's digital technology needs, the Consumer Engineering team impacts millions of lives through UnitedHealthcare & Optum. The Optum Technology Chief Digital Office (CDO) Leadership team is transforming Optum to be an industry-leading Consumer brand. We are on a journey towards delivering a best-in-the-industry consumer experience to our patients and providers by delivering personalized digital solutions that support our consumers throughout their healthcare journeys. This team is transforming to meet the moment - to begin radically altering the way our customers engage with the healthcare system using modern tech to solve some of the most complex problems experienced along the way. Serving all of UnitedHealth Group's digital technology needs, the CDO team is responsible for driving outcomes across nearly 30 million+ human lives with UnitedHealthcare insurance, a number which puts UHC at the top of the pack as the largest managed care provider in the United States. You'll enjoy the flexibility to work remotely * from anywhere within the U.S. as you take on some tough challenges. Primary Responsibilities: - Design, develop, and productionize machine learning and generative AI solutions supporting HealthSafe use cases, including conversational AI, clinical/administrative decision support, and longitudinal health data experiences - Build and maintain end to end ML pipelines (data ingestion, feature engineering, training, evaluation, deployment, and monitoring) in cloud native environments - Develop scalable inference services and APIs to integrate ML models into HealthSafe platforms and downstream consumer or provider applications - Apply NLP, LLMs, embeddings, and deep learning techniques to enable intelligent health data retrieval, summarization, and conversational workflows - Collaborate closely with product, engineering, data, clinical, and security stakeholders to translate HealthSafe requirements into robust AI/ML solutions - Ensure model reliability, performance, explainability, and safety, especially for regulated, member impacting healthcare workflows - Implement Responsible AI (RAI) practices, including bias evaluation, data privacy safeguards, auditability, and governance aligned with enterprise standards - Optimize models and pipelines for cost, latency, and scale in high volume, production healthcare systems - Mentor junior engineers and contribute to AI/ML engineering standards, best practices, and reusable frameworks across HealthSafe teams You'll be rewarded and recognized for your performance in an environment that will challenge you and give you clear direction on what it takes to succeed in your role as well as provide development for other roles you may be interested in. Required Qualifications: - BS with 5+ years of experience or MS and 3+ years in Computer Science or related field - 3+ years of hands on experience designing and delivering production grade AI/ML systems in enterprise environments - Experience building NLP and LLM powered systems, including embeddings, semantic search, intent classification, and text summarization - Hands on experience deploying models using cloud platforms and MLOps practices (CI/CD, monitoring, model versioning) - Solid foundation in machine learning, statistics, probability, optimization, and experimental design Preferred Qualifications: - Experience contributing to or leading cross functional AI initiatives in large, distributed teams - Familiarity with healthcare data standards and ecosystems (e.g., FHIR, longitudinal health records, identity and consent flows) - Demonstrated ability to work on regulated, safety critical systems, balancing innovation with reliability, privacy, and compliance - Demonstrated solid communication skills with the ability to explain complex AI/ML concepts to non technical stakeholders *All employees working remotely will be required to adhere to UnitedHealth Group's Telecommuter Policy Pay is based on several factors including but not limited to local labor markets, education, work experience, certifications, etc. In addition to your salary, we offer benefits such as, a comprehensive benefits package, incentive and recognition programs, equity stock purchase and 401k contribution (all benefits are subject to eligibility requirements). No matter where or when you begin a career with us, you'll find a far-reaching choice of benefits and incentives. The salary for this role will range from $91,700 to $163,700 annually based on full-time employment. We comply with all minimum wage laws as applicable. Application Deadline: This will be posted for a minimum of 2 business days or until a sufficient candidate pool has been collected. Job posting may come down early due to volume of applicants. At UnitedHealth Group, our mission is to help people live healthier lives and make the health system work better for everyone. We believe everyone-of every race, gender, sexuality, age, location and income-deserves the opportunity to live their healthiest life. Today, however, there are still far too many barriers to good health which are disproportionately experienced by people of color, historically marginalized groups and those with lower incomes. We are committed to mitigating our impact on the environment and enabling and delivering equitable care that addresses health disparities and improves health outcomes - an enterprise priority reflected in our mission. UnitedHealth Group is an Equal Employment Opportunity employer under applicable law and qualified applicants will receive consideration for employment without regard to race, national origin, religion, age, color, sex, sexual orientation, gender identity, disability, or protected veteran status, or any other characteristic protected by local, state, or federal laws, rules, or regulations. UnitedHealth Group is a drug - free workplace. Candidates are required to pass a drug test before beginning employment.

COMPANY SUMMARY Sorcero's medical AI platform transforms life sciences decision-making, accelerating patient access to life-saving treatments. By harnessing insights from global medical data, we empower industry leaders to deliver breakthrough therapies. Founded in 2018 by pioneers in AI, public health, and personalized content, Sorcero is a Certified B Corp headquartered in Washington, DC. Our innovation has been recognized by over a dozen awards, including Fast Company's Most Innovative companies of 2024, and six foundational medical AI patents. For more information, visit www.sorcero.com. WHY JOIN SORCERO? Our growth and success by collaborating with our network of passionate entrepreneurs to build a scalable, impactful organization. From flexible working arrangements to encouraging meaningful interactions with teammates across the globe, Sorcero provides a supportive community to bring out the best in each of us. Our employees are driven by these common values: - Pursuit of excellence and mastery of their craft - Humility in defeat and in success - Kindness and empathy towards others - Desire to create large-scale, positive change Sorcero builds AI powered solutions, combining the power of deep learning with the accuracy of ontologies to drive natural language understanding. Top Pharma companies, scientists and researchers use our platform and applications. THE CONTRACT MEDICAL WRITER-PUBLICATIONS ROLE We are seeking an experienced Medical Writer to contract to Sorcero on a defined deliverable basis for our SciComms Suite. The ideal candidate will have publication medical writing experience for pharmaceutical clients working on clinical trial publications of a variety of types. Their role is to review and develop AI draft manuscripts to the level desired by Sorcero and contribute to Sorcero validation work for increasing the speed of evidence to clinical practice. This role is on an as-needed basis as determined by Sorcero project volume. RESPONSIBILITIES - Review, annotate, and amend early- to late-stage publication manuscript drafts to tight deadlines and to the highest standard - Work on rapid turnaround deliverables following guidance set by Sci Comms Solutions Lead and Product Manager - Liaise with Authors to take manuscripts to submission - Work to strict confidentiality and data privacy parameters at all times - Give feedback on the quality of drafts as required - Act as independent reviewer for quality studies REQUIRED QUALIFICATIONS - Focused experience in medical writing for publication in the pharmaceutical or biotech industry - Strong understanding of clinical research, biostatistics, and medical terminology - In-depth familiarity with GPP, ICMJE, CONSORT, and other industry standard guidelines - Comprehensive understanding of manuscript process from draft to publication - Advanced degree in life sciences, pharmacy, medicine, or related field preferred - Minimum of 3 years experience as a medical writer - Exceptional communication and interpersonal skills - Proven track record of successful cross-functional collaboration - Project delivery track record and strong organizational skills PREFERRED SKILLS - In-depth knowledge of publication standards and requirements - Clinical trial statistical understanding - Oncology experience - HEOR publication experience COMPENSATION Sorcero is a remote and globally distributed team. The hourly rate will be determined based on experience and location. Because ∑ (human + AI) > human or AI alone Sorcero is an Equal Opportunity Employer. We do not discriminate based upon race, religion, color, national origin, sexual orientation, gender, gender identity, gender expression, transgender status, sexual stereotypes, age, education, status as a protected veteran, status as an individual with a disability, or other applicable legally protected characteristics. and celebrates the diversity of its growing team. We are unable to sponsor or take over sponsorship of employment visas at the present time. COMPANY SUMMARY Sorcero's medically-tuned intelligence platform transforms life sciences decision-making, accelerating patient access to life-saving treatments. By harnessing insights from global medical data, we empower industry leaders to deliver breakthrough therapies. Founded in 2018 by pioneers in AI, public health, and personalized content, Sorcero is a Certified B Corp headquartered in Washington, DC. Our innovation has been recognized by over a dozen awards, including Fast Company's Most Innovative companies of 2024, and six foundational medical AI patents. For more information, visit www.Sorcero.com. WHY JOIN SORCERO? Our growth and success by collaborating with our network of passionate entrepreneurs to build a scalable, impactful organization. From flexible working arrangements to encouraging meaningful interactions with teammates across the globe, Sorcero provides a supportive community to bring out the best in each of us. Our employees are driven by these common values: - Pursuit of excellence and mastery of their craft - Humility in defeat and in success - Kindness and empathy towards others - Desire to create large-scale, positive change Sorcero builds AI powered solutions, combining the power of deep learning with the accuracy of ontologies to drive natural language understanding. Top Pharma companies, scientists and researchers use our platform and applications. THE ROLE We are looking for an AI Engineer with experience in enterprise SaaS environments, with a focus on Generative AI and Data Science skills. The ideal candidate will have experience leading cross-functional product teams designing, building, and training AI-powered services for processing complex data in the life sciences domain. You will tackle some of our most critical AI challenges: - Collaborating with subject matter experts and cross-functional product teams to design and build robust pipelines using cloud infrastructure for ingesting and processing both structured and unstructured data from diverse life sciences sources. - Developing and implementing transparent and explainable AI systems that maintain scientific accuracy while delivering insights that medical professionals can trust and act upon. - Creating domain-specific AI solutions that can address the complexity of medical and scientific language with high precision, balancing the power of cutting-edge AI with the need for regulatory compliance and scientific rigor in healthcare applications. The primary languages, services, and frameworks that the candidate would be expected to work with frequently: Python, Jupyter Notebooks, pytest, Poetry, PostgreSQL, Big Query, Vertex AI, Google Cloud Storage, PyTorch, and LLMs within Google's Model Garden. Sorcero is an agile startup on the bleeding edge of current AI advancements, including LLMs, RAG and Agentic Frameworks. Experience with deploying and maintaining LLM-based systems and frameworks used for them (such as LangChain and LlamaIndex) is a bonus, as is the ability to learn new technologies quickly. The ideal candidate will be a collaborative team player who can lead execution to build innovative AI solutions. You will be expected to contribute to the decision-making process and influence the design of our services, bringing initiative and a positive, collaborative attitude. Communication skills are critical, as AI engineers are the ambassadors of good AI practices throughout Sorcero. Keep in mind - this is a challenging domain. We make decisions fast, based on scientific facts, using advanced custom technology. We are not building standard, ordinary applications. Our products are innovative and so is our team. This is a great opportunity for someone looking to contribute meaningfully and learn while having fun in the process. RESPONSIBILITIES - AI Model Development: Collaborate with the AI and MLOps teams to create, train and test models that deliver our AI capabilities with a focus on scientific accuracy and domain relevance, enabling new solutions for our customers, as well as our enterprise SaaS product offerings. - Strong Leadership Focused on Excellence: Lead agile teams of fellow engineers, product managers, and SMEs to execute aiming for excellence in engineering while managing uncertainty, communicating effectively and driving cross-functional clarity and value creation. - Explainable AI Development: Build AI systems with transparency and explainability at their core, allowing users to understand how and why specific conclusions are reached—critical for life sciences applications where trustworthiness is paramount - Product Understanding: Understand our products from both the customer perspective and the engineering perspective. - AI Advocacy: Actively advocate for improving AI best practices, both internally in the tools and services offered by the AI team, as well as externally in the way the product teams integrate against those services. PERFORMANCE INDICATORS Success in this role will be measured by: - Ability to lead fellow engineers to develop accurate, scalable, and explainable AI solutions that directly address customer needs - Reduction in processing time for complex scientific datasets while maintaining or improving accuracy - Quality of integration between AI systems and product features as measured by customer satisfaction - Contributions to our AI toolkit that enable other teams to build more efficiently - Demonstrated ability to balance innovation with production stability in deployed AI systems REQUIRED QUALIFICATIONS: - 3+ years of enterprise SaaS software development experience - 3+ years of Python experience - 3+ years of experience with cloud computing (GCP preferred) - Experience with Large Language Models - Experience with common Data Science tooling and packages - A positive and collaborative attitude - Initiative and self-motivation - Motivation and drive to continuously improve and learn by trying new tools, processes, or methodologies - Excellent verbal and written communication skills - Company-provided laptop and hardware COMPENSATION AND BENEFITS Sorcero is a remote and globally distributed team. We offer rewarding compensation that will include a base salary in the range of $150,000-$180,000 depending on experience. We also provide the following benefits: - Three weeks PTO + 1 week of December holiday recess - One week Safe & Sick leave - 10 company holidays + 2 floating holidays - Medical, dental and vision benefits for you and your family - Paid parental bonding leave - 401(k) retirement plan, company match up to 5% - Company-provided laptop and hardware Because ∑ (human + AI) > human or AI alone Sorcero is an Equal Opportunity Employer. We do not discriminate based upon race, religion, color, national origin, sexual orientation, gender, gender identity, gender expression, transgender status, sexual stereotypes, age, education, status as a protected veteran, status as an individual with a disability, or other applicable legally protected characteristics. and celebrates the diversity of its growing team. We are unable to sponsor or take over sponsorship of employment Visa at this time.