Role Description TEHORA est présentement à la recherche d'un(e) expert(e) en intelligence artificielle ayant d'excellentes aptitudes techniques, d'excellentes connaissances et qui souhaite mettre à profit ses compétences au sein d'une équipe polyvalente. La personne retenue interviendra sur des besoins liés à l'analyse, l'expérimentation, l'intégration ou l'encadrement de solutions d'IA. - Analyser des besoins d'affaires pouvant être soutenus par l'intelligence artificielle; - Recommander des approches IA pertinentes, sécuritaires et responsables; - Concevoir ou contribuer à des preuves de concept; - Soutenir l'intégration de services IA dans des applications existantes; - Analyser les enjeux de données, sécurité, gouvernance et confidentialité; - Recommander des mécanismes de contrôle, validation et surveillance; - Documenter les choix technologiques, limites, risques et recommandations; - Collaborer avec les architectes, analystes, développeurs et experts sécurité. Qualifications - Expérience significative en intelligence artificielle ou apprentissage automatique; - Expérience dans l'intégration de solutions IA à des systèmes applicatifs; - Bonne compréhension des enjeux de sécurité, confidentialité et gouvernance des données; - Expérience avec Python; - Capacité à vulgariser des résultats et recommandations; - Rigueur dans la validation, la traçabilité et l'explicabilité des solutions; - Intelligence artificielle, apprentissage automatique et analyse de données; - Python et intégration par API; - Gouvernance des données, sécurité et confidentialité; - Documentation technique et recommandations d'architecture; - Évaluation des risques, limites et biais potentiels des solutions IA; - Azure AI, Azure OpenAI ou service équivalent; - Microsoft Foundry, MLOps, NLP ou recherche sémantique; - OpenSearch, Elasticsearch ou moteur de recherche distribué; - Architecture de données et intégration applicative; - Expérience dans le secteur public; Requirements - Mandat contractuel ou banque de ressources, selon les besoins du client; - Télétravail principalement; disponibilité à coordonner selon les demandes d'intervention; Benefits - Du télétravail et de la flexibilité pour s’adapter à vos obligations familiales; - Une culture entrepreneuriale favorisant la créativité et l’innovation; - Horaires flexibles (selon le type de contrat de travail); - Congés en cas de maladie et à l’occasion d’événements familiaux; - Outils informatiques adaptés; - Espace de travail épanouissant et motivant; - Initiatives sociales et environnementales; - Programme d’apprentissage en milieu de travail; - Cheminement de carrière; Company Description TEHORA est une firme québécoise multidisciplinaire reconnue pour l’excellence de ses services professionnels, de nature technique et de gestion de projets à l’échelle nationale et internationale. Notre mission est d’accompagner nos clients dans la concrétisation de leurs projets par l’excellence de notre savoir-faire et de notre créativité. Depuis sa création en 2017, notre équipe de professionnels connaît une croissance exponentielle en répondant aux besoins importants en gestion de projets multidisciplinaires, dans le domaine des transports, du génie civil, du TI et plus. Nos collaborateurs travaillent sur des mandats aussi bien à l’interne que chez des clients d’envergure. TEHORA se distingue par sa culture d’entreprise, axée sur le bonheur de ses employés et la diversité. Chez TEHORA, chaque collaborateur est un membre important de l’équipe qui contribue à notre succès collectif. Nos membres ont la flexibilité requise pour avoir un équilibre entre le travail et leur vie privée, tout en menant une carrière enrichissante. Nous offrons un environnement de travail motivant. La diversité des projets, la grande autonomie et l’interaction directe avec les clients sont appréciées. Une telle proximité est possible en raison de notre structure organisationnelle horizontale, qui se traduit par des relations de confiance et une communication efficace entre notre équipe et les clients.

• Build and Manage the AI Organization: You will build and manage the AI organization at 4MP, while doing hands-on technical work. You will recruit and mentor a world-class team while architecting the AI modules, writing code, reviewing architecture, and building prototypes alongside them. • Lead AI Architecture: Design and develop the intelligence layers that enable machines to interpret manufacturing intent, understand system deviations, and autonomously generate corrective actions. • Integrate Multidisciplinary Data: Define how AI interacts with physics-based models, machine telemetry, sensor data, CNC programs, and manufacturing context. • Interpret & Modify CNC Programs: Build AI systems to extract machining intent from G-code, accounting for operator variability, CAM differences, and varied programming styles. • Design Learning Frameworks: Develop feedback loops that combine AI reasoning with physics-based models and sensor data, allowing machines to improve from each correction cycle and production result. • Build Data Infrastructure: Create a scalable data architecture that captures manufacturing intelligence across machines, parts, tools, materials, and production environments. • Create Simulation Environments: Define simulation and validation environments for training, testing, and scaling autonomous correction models. • Drive Strategic Cross-Functional Leadership: In close interaction with other functional leaders, you will contribute to defining the company strategy, technology and business roadmaps, and comprehensive project plans.

Role Description RAYUS Radiology is looking for a Radiologist Scheduler to join our team. As a Radiologist Scheduler, you will be responsible for proactively planning and maintaining appropriate radiology provider staffing levels to meet client and physician expectations while adhering to budget guidelines. This role serves as the primary liaison between clinical operations, client hospitals, locum agencies, and providers. The Radiologist Scheduler manages all provider schedule adjustments, including those related to provider onboarding or departures, new business acquisitions, vacancies due to illness or leave, and changes driven by updated demand forecasts. This is a 100% remote full-time position working 8 AM - 4:30 PM Monday - Friday. Essential Duties and Responsibilities - (70%) Provider Scheduling & Coverage Management - Proactively create and maintain provider schedules to meet client-required on-site staffing levels with appropriate skill sets (MQSA, IR, General Radiology, etc.). - Ensure all required remote reading capacity is scheduled and that all parties including self-scheduled providers or groups are informed and accountable for their assigned shifts. - Manage provider vacation schedules in alignment with clinical operations guidelines. - Identify on-call shift needs and build corresponding schedules, prioritizing employed providers within contractual rules, then filling remaining gaps with volunteers, independent contractors, or locums while staying within budget. - Account for provider meetings, administrative time, and required client system training sessions on the electronic schedule. - Participate in after-hours/weekend on-call rotation to facilitate and communicate urgent schedule changes. - Serve as the primary point of contact for providers, clients, and clinical operations regarding all scheduling matters. - (15%) Operational Support & Capacity Planning - Act as the main liaison with locum agencies to secure appropriately licensed, credentialed, and skilled providers for planned or urgent vacancies. - Collaborate with the credentialing team to ensure scheduled providers progress appropriately through hospital credentialing processes. - Participate in routine capacity evaluations and implement schedule adjustments to meet demand while adhering to budget constraints. - Provide insight into new client staffing models, requirements, and scheduling structures. - Assist in generating documentation to support forecasting and supplemental pay calculations, including independent contractor invoices and locum tenens expenses. - Contribute to continuous improvement initiatives related to scheduling processes, application effectiveness, and capacity planning. - (10%) Administrative Duties - Maintain the provider scheduling application, including entering providers into templates, adding new providers and tasks, and performing data entry to support scheduling rules and automation. - Serve as the primary contact with the scheduling application vendor for system updates, configuration changes, and special requests. - Generate routine and ad-hoc provider schedule reports as needed. - (5%) Other Duties as Assigned Qualifications - Required: High School Diploma, or equivalent - One (1) year experience in a healthcare setting, preferably as a health care scheduler - Preferred: Associate degree in business or healthcare administration - Two (2) years' experience in a healthcare setting, preferably as a health care scheduler Benefits - Medical, dental and vision insurance - 401k with company match - Life and disability insurance - Tuition reimbursement - Adoption assistance - Pet insurance - PTO and holiday pay - Many more! Company Description RAYUS is committed to delivering clinical excellence in communities across the U.S., driven by our passion for and superior service to referring providers and patients. RAYUS Radiology is built on our brilliant medicine, brilliant team, brilliant technology and services - all to provide the highest level of patient care possible. We bring brilliance to health and wellness. Join our team and shine the light on Radiology Services! RAYUS Radiology is an EO Employer/Vets/Disabled.

Role Description Responsável por projetar, desenvolver e treinar modelos de aprendizado de máquina e deep learning para tarefas específicas, como: - Classificação - Regressão - Reconhecimento de padrões Esses modelos são rigorosamente testados e validados usando métricas e técnicas de validação cruzada para garantir precisão e eficácia. Ajusta e otimiza os modelos para melhorar seu desempenho contínuo. Além disso, traduz os resultados em insights acionáveis, comunicando-os de forma clara para partes interessadas. Trabalhando em colaboração com outras equipes, ele implementa essas soluções de IA em sistemas de produção, garantindo que atendam às necessidades e objetivos estratégicos da organização. Qualifications - Formação: Diploma de bacharelado em Ciência da Computação, Engenharia de Software, Sistemas de Informação, Tecnologia da Informação ou áreas afins. - Pós-graduação ou MBA em Inteligência Artificial - Experiência consolidada em projetos envolvendo Inteligência Artificial, Machine Learning, Ciência de Dados ou Analytics Avançado. - Experiência comprovada no desenvolvimento, treinamento, validação e implantação de modelos de IA. - Experiência em projetos de análise preditiva, classificação, recomendação, processamento de linguagem natural (NLP) ou visão computacional. - Experiência em ambientes corporativos de grande porte e missão crítica. - Vivência em integração de soluções de IA com sistemas corporativos. Requirements - Certificações obrigatórias: - Certified Data Management Professional (CDMP) da DAMA International. - Certified Information Management Professional (CIMP) da eLearningCurve. - Ou Pós-graduação ou MBA em Gestão da Informação, Gestão de Dados, ou Governança de TI. Benefits - Ambiente Inovador: Aqui você trabalha com um time diverso e colaborativo, que valoriza o seu conhecimento e incentiva seu crescimento. - Desenvolvimento Contínuo: Oferecemos treinamentos, certificações e programas de capacitação para você evoluir sempre. - Impacto Real: Atuamos em projetos estratégicos que transformam empresas e entregam resultados concretos. - Cultura que acolhe: Valorizamos a diversidade como parte da nossa cultura e acreditamos que a inovação nasce das diferenças.