• Lead groundbreaking applied research in Bayesian systems, distributional reinforcement learning, and multi-modal architectures to drive novel advances in AI and Foundational Intelligence. • Bridge the gap between theoretical AI/ML advancements and real-world production systems. • Define and drive the architecture of large-scale Bayesian Framework-based AI systems. • Develop multi-pass sharded Bayesian + Discriminative/Generative single to multi agent systems for scale and efficiency. • Build and refine Bayesian or Markovian Graph chains to incorporate uncertainty estimation, adaptive decision-making, and probabilistic reasoning. • Lead technical direction and strategy for AI/ML systems.

• Own Our Recovery Architecture • Design and build our Isolated Recovery Environment — a hardened AWS account with immutable vaults that break the attacker’s kill chain before it reaches our data. • Threat model our environment with a deep understanding of cloud-native attack patterns: IAM privilege escalation, backup deletion, ransomware persistence, and lateral movement across accounts. • Validate and continuously improve backup configurations to ensure recoverability, not just existence. • Standardize and Automate Infrastructure • Lead our transition to 100% Infrastructure as Code. Every asset (VPCs, IAM roles, security groups) must be defined in Terraform so we can redeploy the entire stack into a clean account via automated pipeline. • Build automated recovery workflows that can tear down a compromised environment and bootstrap a fresh, hardened one from verified code and clean data. • Write and maintain executable recovery playbooks that detail the exact API calls and CLI commands needed to restore the application — tested, versioned, and runnable, not static documents. • Validate, Test, and Lead Exercises • Develop automated scripts (Python or Go) to smoke test recovered data and validate integrity post-restoration. • Lead regular hands-on recovery drills that simulate total loss of a critical environment and full recovery into a secondary clean account. Own the after-action process and drive improvements. • Drive Engineering Standards • Act as the resilience authority for the engineering organization — shaping high-availability architecture decisions, influencing design reviews, and raising the floor on how we think about recoverability. • Partner with the Site Reliability Engineering team on multi-region deployments and high-availability design, ensuring cyber resilience is embedded in architecture from the start. • Champion IaC and immutable infrastructure practices across teams, not just within your own workstream.

Role Description Encompass is seeking a motivated and knowledgeable Engineering Manager to lead our cross-functional development teams for vintrace, our industry-leading wine production software designed for future-forward producers. In this role, you will balance full people management responsibilities with strategic technical oversight. - Take ownership of leading our developers, QA engineers, and tech leads, providing technical guidance while actively nurturing individual career growth. - Balance feature development with support resolutions and technical debt. - Collaborate closely with product teams to scope innovative initiatives, ensuring timely product releases, high-quality standards, and alignment with modern AI-enabled tooling. - Represent the engineering perspective in cross-functional meetings, department planning, and stakeholder discussions. Qualifications - Strong written and verbal communication skills, with a proven ability to translate complex technical concepts for non-technical audiences. - Strong leadership and conflict resolution skills, with a track record of cross-functional collaboration and stakeholder management. - Excellent analytical skills with strategic thinking and planning capabilities. - Deep programming familiarity with Java, React, TypeScript, Kotlin, Node.js, SpringBoot, JSF, and MySQL. - A proven aptitude for AI-enabled tooling, agentic coding, and continuous integration/continuous deployment (CI/CD) pipelines. Requirements - 8-12 years of overall experience in software engineering, including 1-3 years of formal leadership/management experience. - A proven track record of successful, on-time SaaS delivery within an Agile/Scrum environment. - Experience with cloud technologies, scalable systems, and architectural design. - Experience with wine production software, the wine industry, or ERP/accounting system integrations is a plus. - Bachelor’s degree in Computer Science, Software Engineering, or a related technical field (equivalent practical work experience may be substituted). Benefits - Remote-first organization. - Inclusive Parental Leave program. - Paid Leave Program. - Health and wellness stipend. - Generous learning stipend. - Technology stipend. - Paid time fitness. - Employee assistance program. - Additional gifted leave days.

• iT1 is looking for a skilled and experienced Senior Google Engineer to deliver complex projects focusing on Google Workspace administration and AI Gemini enterprise deployment. • Responsible for the delivery of solutions to meet client’s technology and business needs. • Consult with sales, project management team, and clients to deploy technical solutions. • Act as a subject matter expert for strategic client opportunities.