Senior AI/ML Engineer

This is us

At Avenga, we believe that human creativity empowers technology that matters. Operating globally, our 6000+ specialists provide a full spectrum of services, including business and tech advisory, enterprise solutions, CX, UX and Ul design, managed services, product development, and software development.

This is the job

We’re looking for a Senior AI/ML Engineer to join our Engineering organization and help evolve the Data Surveillance Platform. This role focuses on building scalable ML/AI services that deliver intelligent automation for clinical trial data processing, including automated schema mapping and data quality monitoring across our lakehouse architecture.

The project is centered on the implementation of clinical solutions for pharmaceutical product development and testing. The process covers all stages up to manufacturing, and the solution is designed in a modular fashion.

This is you

• 3+ years experience building production ML/AI systems
• Strong Python skills (bonus: TypeScript for tooling/services) and familiarity with ML/AI frameworks
• Experience with data processing at scale, preferably Spark/Databricks
• Understanding of NLP techniques for semantic matching and entity resolution; hands-on experience with MCPs and LLMs
• Comfortable working with structured & unstructured data, schemas, and data transformation logic
• Ability to translate business problems into ML/AI solutions and communicate tradeoffs clearly
  
  

Nice to Have

• Experience in healthcare, life sciences, or other regulated industries
• Familiarity with CDISC standards (SDTM, ADaM) or clinical data structures
• Background in knowledge graphs or ontology-based systems
• Experience with Azure AI services
• Understanding of FDA 21 CFR Part 11 or GxP validation requirements
  
  

This is your role

• Design and implement ML/AI models for automated schema mapping between diverse partner data formats and internal CDISC-compliant structures
• Build data quality and anomaly detection pipelines that operate across Bronze, Silver, and Gold layers in our Databricks medallion architecture
• Develop and maintain AI services that integrate with our clinical data processing workflows
• Collaborate with Data & Integration teams to embed ML/AI capabilities into production data pipelines
• Create evaluation frameworks to measure model accuracy and mapping success rates
• Contribute to our broader Agentic AI Platform initiatives using Microsoft Agent Framework and Azure AI Foundry
  
  

At Avenga, everyone matters. We provide equal opportunities in recruitment, career development, and leadership, regardless of race, ethnicity, gender identity, sexual orientation, disability, age, religion, or any other characteristic. We are committed to fostering a work environment where our diverse community of employees, candidates, and business partners actively shapes our growth. By bringing together people from different backgrounds and experiences, we build a workplace where everyone feels free to be themselves while honoring the boundaries of others.