• Design and ship a robust, end-to-end AI evaluation framework, covering offline evals, production tracing, and human-in-the-loop feedback loops, connected across all of Lattice’s AI use cases. • Define and instrument the metrics that actually matter: agent task completion, hallucination rates, response quality, user engagement, and downstream business outcomes. • Build and maintain evaluation datasets, test harnesses, and automated scoring pipelines to catch regressions before they ship. • Identify and surface the drivers of agent quality improvement, giving the team clear signals on where to invest. • Architect and implement reusable agent infrastructure: multi-turn conversation workflows, recommendation services, LLM DAGs, and standardized agent topology patterns using LangGraph. • Build and scale RAG pipelines and retrieval infrastructure, including vector store management and retrieval quality optimization. • Make principled build vs. buy decisions across LLM providers, agent frameworks, and evaluation tooling, balancing capability, cost, latency, and vendor risk. • Contribute to production AI systems with a strong focus on reliability, observability, and performance, not just prototypes. • Own projects end-to-end: scope them, drive them to completion, and bring in the right people at the right time. • Partner with engineering leads and managers to inform technical direction on agent quality and evaluation strategy you’ll be expected to hold intelligent, substantive conversations about methodology, not just implementation. • Raise the AI engineering bar across the broader team through code review, documentation, and thoughtful technical debate.

Join our network of independent alteration professionals specializing in evening and cocktail wear. What You'll Do • Alter evening gowns, cocktail dresses, and gala/black-tie dresses (hemming, bodice/waist, straps, cups, zippers) • Work with structured formal dresses (multiple layers, lace, beading, sequins, linings) • Conduct fittings, take precise measurements, and communicate timelines clearly • Deliver high-quality finishing and maintain an organized workspace suitable for fittings We also receive requests for wedding dresses, prom dresses, bridesmaid dresses, suits, and other formalwear. Requirements • Experience with women's formalwear and/or evening wear alterations • Strong garment construction knowledge + precision measuring • Machine + hand sewing proficiency • Professional communication and customer service Benefits / Highlights • Work from home (independent contractor role) • Local client requests provided through the platform • Flexibility to accept the jobs that fit your schedule • Opportunity to grow repeat clients and reviews through your profile

Join our network of independent alteration professionals specializing in evening and cocktail wear. What You'll Do • Alter evening gowns, cocktail dresses, and gala/black-tie dresses (hemming, bodice/waist, straps, cups, zippers) • Work with structured formal dresses (multiple layers, lace, beading, sequins, linings) • Conduct fittings, take precise measurements, and communicate timelines clearly • Deliver high-quality finishing and maintain an organized workspace suitable for fittings We also receive requests for wedding dresses, prom dresses, bridesmaid dresses, suits, and other formalwear. Requirements • Experience with women's formalwear and/or evening wear alterations • Strong garment construction knowledge + precision measuring • Machine + hand sewing proficiency • Professional communication and customer service Benefits / Highlights • Work from home (independent contractor role) • Local client requests provided through the platform • Flexibility to accept the jobs that fit your schedule • Opportunity to grow repeat clients and reviews through your profile

Role Description At Root, we believe that disrupting the insurance industry starts with delivering best-in-class pricing segmentation—powered by leading-edge technology and automation. As a Software Engineer in the Pricing team, you’ll be instrumental in designing, implementing, and maintaining the systems that enable our pricing models to segment customers effectively at scale, and empower our Data Scientists, Actuaries and Analysts to develop, analyze and deploy pricing models efficiently. Salary Range: $126,300 - $145,000 (Bonus and LTI Eligible) Root is a “work where it works best” company. Meaning we will support you working in whatever location that works best for you across the US. We will continue to have our headquarters in Columbus, Ohio. How You Will Make an Impact - Write, test, and deploy software solutions that are accurate and resilient - Actively seek to understand our business and customers' problems to ensure you are developing effective solutions - Collaborate closely with supportive teammates to share and improve your work - Clearly communicate and document your work to help others learn - Support your systems in production resolving incidents and issues that affect our customers - Increase the effectiveness of your team by suggesting code and process improvements Qualifications - 2+ years as a software engineer - An eagerness to work closely with your team in a collaborative environment - Curiosity in clearly defining the business and customer problems that need to be solved - Excellent communication skills both with engineering colleagues and team stakeholders Requirements - Bonus if You Have: - Experience in Ruby on Rails, Rust - Experience with Amazon Web Services - Experience in observability, such as Datadog - Experience with premium calculation/rating systems Benefits As part of Root's interview process, we kindly ask that all candidates be on camera for virtual interviews. This helps us create a more personal and engaging experience for both you and our interviewers. Being on camera is a standard requirement for our process and part of how we assess fit and communication style, so we do require it to move forward with any applicant's candidacy. If you have any concerns, feel free to let us know once you are contacted. We’re happy to talk it through. Please see our Privacy Notice available HERE for more information on how we process your personal data. Consistent with the Americans with Disabilities Act (ADA) and the Civil Rights Act of 1964, it is the policy of Root to provide reasonable accommodation when requested by a qualified applicant or candidate with a disability, unless such accommodation would cause an undue hardship for Root. The policy regarding requests for reasonable accommodation applies to all aspects of the hiring process. If reasonable accommodation is needed, please contact recruiting@joinroot.com .