AI Architect
1 tydzień temu
Description
We are developing an AI-enabled product in regulated healthcare that combines data, clinical knowledge, and advanced machine learning to deliver safe and valuable outcomes. The solution operates on enterprise cloud/data platforms under strict privacy, security, and compliance frameworks. The
AI Architect
ensures architectural integrity, scalability, and alignment with business, clinical, and regulatory needs, partnering with multi-geo engineering, data/AI, and compliance teams from discovery through validation and release.
Requirements
- Bachelor's/Master's in Computer Science, Data Science, Engineering, or equivalent experience
- 8+ years in software engineering with 4+ years in AI/ML solution design and delivery
- Proven track record architecting AI/ML systems from prototype to production in Azure environments
- Deep expertise in Azure AI Services, Azure Machine Learning, Azure Databricks, Azure Data Lake, and related Azure offerings
- Strong foundation in core ML frameworks (e.g. PyTorch, TensorFlow, Scikit-learn) and data querying languages (SQL)
- Proficient in Python for POCs, prototyping, and guiding teams in implementation
- Experience with MLOps practices, pipelines, and lifecycle management
- Familiarity with regulated domains (medical devices, pharma, finance)
- Excellent communication skills to bridge technical, clinical, and business stakeholders
- Ability to evaluate new technologies, develop POCs, and guide technical decision-making
- Preferred: experience with conversational AI, reinforcement learning, or AI safety methods
- English: fluent (B2+) spoken and written; all communication and documentation in English.
- Comfortable with regular overlap with US time zones for meetings. Nice to have:
- Solid understanding of security, privacy, and compliance requirements (HIPAA/GDPR or equivalent)
Job responsibilities
- Own the end-to-end AI architecture for the healthcare initiative, ensuring scalability, security, and compliance
- Define reference architectures, technology choices, and integration patterns across cloud, data, and application layers
- Translate business, clinical, and regulatory requirements into system and AI design specifications
- Collaborate with Product Owner, Data Scientists, Engineers, Regulatory, and Clinical teams to shape solution scope
- Establish standards for data ingestion, processing, model training, deployment, monitoring, and retraining
- Guide technical teams in implementing AI safety guardrails, explainability, and performance monitoring
- Ensure architecture supports discovery, build, and validation phases Phase 1 (Discovery/Research): evaluate data readiness, define architecture blueprint, validate compliance and security requirements Phase 2 (Build/Development): oversee model integration, platform setup, MLOps pipeline, scalability and interoperability testing Next phases: support verification and validation, audits, beta deployment, and performance monitoring
- Provide technical leadership, mentorship, and best practices across engineering and data teams
- Communicate architectural decisions and trade-offs to stakeholders and executives
What we offer
Culture of caring.
At GlobalLogic, we prioritize a culture of caring. Across every region and department, at every level, we consistently put people first. From day one, you'll experience an inclusive culture of acceptance and belonging, where you'll have the chance to build meaningful connections with collaborative teammates, supportive managers, and compassionate leaders.
Learning and development.
We are committed to your continuous learning and development. You'll learn and grow daily in an environment with many opportunities to try new things, sharpen your skills, and advance your career at GlobalLogic. With our Career Navigator tool as just one example, GlobalLogic offers a rich array of programs, training curricula, and hands-on opportunities to grow personally and professionally.
Interesting & meaningful work.
GlobalLogic is known for engineering impact for and with clients around the world. As part of our team, you'll have the chance to work on projects that matter. Each is a unique opportunity to engage your curiosity and creative problem-solving skills as you help clients reimagine what's possible and bring new solutions to market. In the process, you'll have the privilege of working on some of the most cutting-edge and impactful solutions shaping the world today.
Balance and flexibility.
We believe in the importance of balance and flexibility. With many functional career areas, roles, and work arrangements, you can explore ways of achieving the perfect balance between your work and life. Your life extends beyond the office, and we always do our best to help you integrate and balance the best of work and life, having fun along the way
High-trust organization.
We are a high-trust organization where integrity is key. By joining GlobalLogic, you're placing your trust in a safe, reliable, and ethical global company. Integrity and trust are a cornerstone of our value proposition to our employees and clients. You will find truthfulness, candor, and integrity in everything we do.
About GlobalLogic
GlobalLogic, a Hitachi Group Company, is a trusted digital engineering partner to the world's largest and most forward-thinking companies. Since 2000, we've been at the forefront of the digital revolution – helping create some of the most innovative and widely used digital products and experiences. Today we continue to collaborate with clients in transforming businesses and redefining industries through intelligent products, platforms, and services.
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