AI/ML Technical Manager

healthcare; United States; Remote; MXN 2,161,000 - 3,241,000; Full time

Job summary

Solventum, empresa emergente en salud, busca un/a AI/ML Technical Manager para liderar un equipo multidisciplinario global y entregar soluciones de IA en entornos regulados. Usted diseñará arquitectura, guiará el desarrollo y garantizará prácticas responsables de IA, con foco en rendimiento, equidad y calidad de datos.

Trabaje remoto con colaboración entre equipos en diferentes zonas horarias; se valorará experiencia en LLMs, RAG y arquitecturas autónomas, y capacidad de comunicar estrategias

Qualifications

• Título ≥ Licenciatura en Ciencias de la Computación, IA, ML o campo relacionado y 10 años de experiencia laboral
• 8+ años en roles de AI/ML con entrega de soluciones en producción
• 3+ años gestionando y desarrollando equipos técnicos
• Inglés profesional requerido para colaborar con equipos globales
• Conocimientos en técnicas tradicionales de IA y ML, como aprendizaje profundo, árboles de decisión, bosques aleatorios y modelado estadístico
• Con experiencia en enfoques modernos de IA, incluidos LLMs y arquitecturas transformadoras, RAG y AI autónoma

Responsibilities

• Liderar y desarrollar un equipo técnico multidisciplinario de IA/ML, con responsabilidad de contratación, incorporación y crecimiento profesional
• Ser líder técnico práctico, diseñando y guiando el desarrollo de soluciones de IA/ML desde framing del problema hasta producción
• Aplicar técnicas de IA tradicionales y modernas para resolver problemas complejos de negocio
• Colaborar con PMs, ingenieros, científicos de datos y stakeholders para definir alcance y despliegue de soluciones IA
• Construir sistemas de IA escalables y mantenibles con evaluaciones rigurosas de rendimiento y calidad de datos
• Alinear soluciones de IA con gobernanza, privacidad, seguridad y cumplimiento, comunicando estrategia y resultados a altos ejecutivos

Skills

Liderazgo AI/ML

Arquitectura de sistemas

Evaluación de modelos

Comunicación con directivos

Deep learning

LLMs

RAG

AI governance

Education

Bachelor’s Degree in Computer Science or related field

Tools

Azure

AWS

GCP

Job description

Gracias por tu interés en unirte a Solventum. Solventum es una empresa nueva en el ámbito de salud, pero con una sólida experiencia en la resolución de desafíos que transforman vidas y fortalecen el trabajo de los profesionales de la salud. En Solventum, las personas son el centro de cada innovación que desarrollamos. Con empatía, conocimiento y criterio clínico, trabajamos en conjunto con los líderes más destacados del sector para enfrentar los retos más complejos de nuestros clientes. Mientras continuamos actualizando nuestra Página de Carreras y los materiales dirigidos a los postulantes, es posible que algunos documentos aún muestren la marca anterior. Ten en cuenta que todas las oportunidades laborales publicadas pertenecen a Solventum, y que la Política de Privacidad mencionada https://www.solventum.com/en-us/home/legal/website-privacy-statement/applicant-privacy/a cualquier información personal que proporciones. Al igual que en 3M, en Solventum se brinda igualdad de oportunidades a todos los candidatos calificados, sin distinción de raza, color, religión, sexo, orientación sexual, identidad de género, origen nacional, discapacidad o estatus como veterano protegido. En Solventum, desarrollamos soluciones innovadoras para enfrentar los retos más complejos de nuestros clientes, liderando avances en salud mediante la combinación de ciencia médica, de materiales y de datos. Nuestro propósito es mejorar la vida de los pacientes y apoyar a los profesionales de la salud para que se desempeñen de la mejor manera posible.

Job Description

AI/ML Technical Manager

At Solventum, we enable better, smarter, safer healthcare to improve lives. As a new company with a long legacy of creating breakthrough solutions for our customers’ toughest challenges, we pioneer game-changing innovations at the intersection of health, material and data science that change patients' lives for the better while enabling healthcare professionals to perform at their best. Because people, and their wellbeing, are at the heart of every scientific advancement we pursue.

We partner closely with the brightest minds in healthcare to ensure that every solution we create melds the latest technology with compassion and empathy. Because at Solventum, we never stop solving for you.

The Impact You’ll Make in this Role

As an AI/ML Technical Manager, you will have the opportunity to tap into your curiosity and collaborate with some of the most innovative and diverse people around the world. Here, you will make an impact by:

• Lead and develop a multidisciplinary AI/ML technical team, including AI engineers and data engineers, with accountability for hiring, onboarding, career growth, technical skill development, performance coaching, and day-to-day people leadership in a global delivery environment.
• Serve as a hands‑on technical leader by architecting, designing, and guiding development of AI/ML solutions from problem framing and feasibility assessment through proof of concept, pilot, production deployment, monitoring, and lifecycle management.
• Apply traditional machine learning and modern AI techniques, including deep learning, statistical modeling, large language models, generative AI, retrieval‑augmented generation, and agentic AI systems, to solve complex, ambiguous, and novel business problems.
• Partner with product managers, engineers, data scientists, platform teams, business stakeholders, and enterprise architecture to define scope, technical approach, success metrics, deployment requirements, integration needs, and adoption plans for AI‑enabled solutions.
• Build scalable, reliable, and maintainable AI systems with rigorous model evaluation practices focused on performance, generalization, robustness, fairness, explainability, data quality, edge cases, human review points, and responsible AI principles.
• Ensure AI solutions align with enterprise documentation, governance, privacy, security, compliance, and regulatory expectations while communicating technical strategy, tradeoffs, risks, milestones, and business outcomes clearly to senior and executive stakeholders.

Your Skills and Expertise

To set you up for success in this role from day one, Solventum requires (at a minimum) the following qualifications:

• Bachelor’s Degree or higher in Computer Science, Artificial Intelligence, Machine Learning, Data Science or a related technical field AND 10 years of job related experience

In addition to the above requirements, the following are also required:

• 8+ years of experience working in AI/ML roles, with track record of delivering production AI solutions
• 3+ years of experience managing and developing technical teams
• Professional proficiency in English required, with regular collaboration across global teams.
• Strong foundation in traditional AI and machine learning techniques, such as deep learning, decision trees, random forests, optimization techniques and statistical modeling
• Hands on experience with modern AI approaches, including large language models (LLMs) and transformer architectures, Retrieval‑Augmented Generation (RAG) systems, Agentic AI and autonomous or semi‑autonomous AI architectures

Additional qualifications that could help you succeed even further in this role include:

• Advanced degree (e.g., Master’s or PhD) in artificial intelligence, machine learning, or related field.
• History of launching multiple AI products/programs in parallel, particularly in global or regulated industries (e.g., healthcare, medtech).
• Experience leading multi‑disciplinary AI research and development teams that innovate at the forefront of the field.
• Familiarity with cloud‑native AI/ML platforms (e.g., Azure, AWS, GCP) and the ability to evaluate and integrate external AI technologies or vendors.
• Success in driving end‑to‑end process improvements and operational excellence across complex programs.
• Proven ability to lead, motivate and develop diverse technical teams

Work location

Remote

Travel

May include up to 10% domestic/international

Authorization

Must be legally authorized to work in country of employment without sponsorship for employment visa status (e.g., H1B status).

Supporting Your Well‑being

Solventum offers many programs to help you live your best life – both physically and financially. To ensure competitive pay and benefits, Solventum regularly benchmarks with other companies that are comparable in size and scope.

Solventum es un empleador que ofrece las mismas oportunidades. Solventum no discriminará a ningún solicitante de empleo por razones de raza, color, edad, religión, sexo, orientación sexual, identidad o expresión de género, origen nacional, discapacidad o estado de veterano.

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