IDEXX Livestock Diagnostics · 19 hours ago
AI Solution Architect
Westbrook, ME
Full-time
Hybrid
Senior LevelIDEXX Livestock Diagnostics is seeking an AI Solution Architect who will design and govern the architecture of complex solutions across multiple streams. This role involves overseeing the AI lifecycle, ensuring architectural consistency, and aligning stakeholders towards a unified vision while blending responsibilities of a Technical Product Owner and Delivery Solution Architect.
Biotechnology
Responsibilities
Drive solution delivery across all streams, ensuring timely and high-quality outcomes
Maintain visibility and attentiveness to all components within the solution ecosystem, including data ingestion, annotation tools, processing pipelines, and integration points
Ensure architectural consistency across all technical leads and solution components
Act as the architectural bridge between annotation tools and training pipelines, enabling smooth interoperability and data flow
Collaborate with technical leads and stakeholders to establish and maintain a unified architectural vision
Define and enforce architectural standards, constraints, and best practices to ensure compliance, scalability, and maintainability
Develop scalable, secure, and efficient solutions that meet business and technical requirements
Understand and optimize the AI lifecycle, including data preparation, feature engineering, model training, evaluation, deployment, and inference processes
Design and govern model architectures for machine learning and deep learning, including transformer-based models, multimodal architectures, and ensemble strategies
Implement strategies for model efficiency, scalability, and interpretability, leveraging techniques such as quantization, pruning, and distributed training
Leverage data science platforms such as Databricks for data engineering, model development, and pipeline orchestration
Facilitate responsibility negotiation among internal and external stakeholders to ensure clarity and accountability
Combine responsibilities of TPO (strategic product vision and prioritization) and DSA (delivery-focused architecture and execution)
Qualification
Required
Bachelor's or Master's degree in Computer Science, Information Systems, or related field
Proven experience in solution architecture design and implementation for complex systems
Strong understanding of AI lifecycle and model architecture principles (e.g., CNNs, RNNs, attention mechanisms, transformer-based models)
Experience with data science platforms such as Databricks, and familiarity with MLOps practices
Knowledge of data workflows, integration patterns, and enterprise architecture principles
Experience with cloud platforms (AWS, Azure, GCP) and containerization (Docker, Kubernetes)
Proficiency in system design, API integration, and data engineering concepts
Excellent communication and negotiation skills for cross-functional collaboration
Ability to enforce architectural standards and constraints across diverse teams
Preferred
Experience in healthcare or life sciences solutions
Familiarity with annotation tools, training pipelines, and large-scale data processing
Knowledge of regulatory compliance and data privacy standards (GDPR, etc)
Prior experience in a solution architect or technical product owner role
Exposure to advanced AI techniques such as transfer learning, federated learning, and reinforcement learning
Benefits
Opportunity for annual cash bonus
Health / Dental / Vision Benefits Day-One
5% matching 401k
Additional benefits including but not limited to financial support, pet insurance, mental health resources, volunteer paid days off, employee stock program, foundation donation matching, and much more
Company
IDEXX Livestock Diagnostics
Diagnostic tests and services to monitor the health of herd and flock animals worldwide.
5001-10000 employees
H1B Sponsorship
IDEXX Livestock Diagnostics has a track record of offering H1B sponsorships. Please note that this does not
guarantee sponsorship for this specific role. Below presents additional info for your
reference. (Data Powered by US Department of Labor)
Distribution of Different Job Fields Receiving Sponsorship
Represents job field similar to this job
Trends of Total Sponsorships
2023 (1)
2022 (1)
2020 (1)
Funding
Current Stage
Late StageCompany data provided by crunchbase