• Benchmark design & execution: Build and maintain repeatable end-to-end benchmarks for database and AI workloads • Database performance engineering: Evaluate throughput, latency, concurrency, scalability, and stability across OLTP/OLAP and mixed workloads. • AI performance benchmarking: Measure and optimize performance for GPU/CPU inference pipelines, model serving, and data/feature pipelines; assess cost/performance tradeoffs. • Tooling & automation: Develop harnesses, scripts, dashboards, and reproducible environments to run benchmarks consistently. • Analysis & reporting: Produce clear reports, identify bottlenecks, and recommend fixes. • Cross-functional collaboration: Partner with database engineers, AI engineers, the field teams and product management to define performance goals and acceptance criteria. • Performance best practices: Establish standards for test hygiene, statistical rigor, hardware normalization, and benchmark governance.

• Depending on the task, you may be asked to generate original content or assess AI-generated outputs. • Deliver culturally relevant and appropriate content by applying local insight into tone, symbolism, visual cues, and market fit. • Spot common issues such as visual artefacts, inconsistent style, translation errors, or cultural mismatches. • Provide concise, structured annotations that can be used directly for model improvement. • Apply evaluation guidelines consistently and participate in calibration and QA processes to ensure aligned scoring and judgment standards

Role Description The AI Platform Lead owns the definition, creation, and ongoing management of ULS’s enterprise AI platform and roadmap; prioritizing platform reliability, security, governance, and scale; and ensuring solution teams can safely build, deploy, and operate AI capabilities across the full product lifecycle. The AI Platform Lead will: - Define and own standards, reference architectures, guardrails, and quality processes. - Provide architectural coaching to squads and mentoring to technical contributors. - Set the technical direction of AI capabilities, informing product strategies. - Ensure enterprise innovation through AI. - Collaborate and partner closely with strategic functions across the enterprise including Business Stakeholders, Cyber Security, Enterprise Architecture, Risk & Compliance, and strategic vendors. - Align platform capabilities to business needs, accelerate adoption, and keep UL at the forefront of responsible, enterprise‑scale AI. This role is fully remote and may be based in any of the following countries, subject to valid work authorisation: United Kingdom, Ireland, Spain, or Poland. Company Description A global leader in applied safety science, UL Solutions (NYSE: ULS) transforms safety, security and sustainability challenges into opportunities for customers in more than 110 countries. UL Solutions delivers testing, inspection and certification services, together with software products and advisory offerings, that support our customers’ product innovation and business growth. - The UL Mark serves as a recognized symbol of trust in our customers’ products. - Reflects an unwavering commitment to advancing our safety mission. - Helps customers innovate, launch new products and services, navigate global markets and complex supply chains, and grow sustainably and responsibly into the future. - Our science is your advantage.

Role Description Georgia Families in Transition, LLC is seeking a compassionate and skilled Psychiatrist to join our growing team. This is a remote contract position offering $200 per hour, with a 15-hour weekly commitment plus two Saturdays per month. As a Psychiatrist, you will provide diagnostic assessments, medication management, and therapeutic support to a diverse mental health population. You will collaborate with our multidisciplinary team to deliver high-quality telehealth services to individuals and families in need. This position specifically involves providing psychiatric assessment, diagnosis, and treatment for children, adolescents, and adults. Schedule Requirements - Monday, Tuesday, Thursday: 3:00 PM – 8:00 PM (5 hours per day) - Two Saturdays per month: 9:00 AM – 5:00 PM Requirements - Active Georgia Medical License (Required) - Credentialed to work with Medicaid (Required) - Willing to obtain credentialing for private insurance panels (Required) - DEA certification (Required) - Board Certified or Board Eligible in Psychiatry (ABMS certification preferred) - Minimum of 2 years of experience providing behavioral health services preferred - Experience working with children in behavioral health settings is mandatory - Strong clinical and communication skills Core Responsibilities - Conduct psychiatric initial evaluations, crisis assessments, and ongoing medication management - Provide patient education on mental health diagnoses, medications, and treatment plans - Complete timely and accurate documentation (same-day documentation required) - Prescribe, monitor, and adjust medications according to best practice standards - Participate in peer reviews, staff meetings, and required training's - Collaborate with internal teams and respond promptly to patient and pharmacy inquiries Benefits - $200 per hour - 15 guaranteed hours per week plus two Saturdays per month - Remote work environment - Flexible scheduling within set clinic hours Job Type - Part-Time Contract Position - Opportunity for additional hours based on agency needs and availability To Apply If you are a dedicated psychiatrist looking to make a meaningful impact while maintaining schedule flexibility, we encourage you to apply today.