Distinguished AI Engineer
AVEVA
Cambridge, United Kingdom
12 days ago
Role details
Contract type
Permanent contract Employment type
Full-time (> 32 hours) Working hours
Regular working hours Languages
English Experience level
IntermediateJob location
Cambridge, United Kingdom
Tech stack
Artificial Intelligence
Amazon Web Services (AWS)
Azure
Python
Machine Learning
Language Modeling
TensorFlow
Cloud Platform System
PyTorch
Large Language Models
Deep Learning
Information Technology
Machine Learning Operations
Software Version Control
Job description
- Evaluate emerging AI technologies with a clear focus on practical applicability and deployability
- Investigate, develop, fine-tune, evaluate, and benchmark AI/ML models
- Design, build, and iterate on working prototypes, proof-of-concepts, and pilots
- Assess AI approaches for scalability, reliability, cost, security, and operational feasibility
- Make and document AI investigation and architectural decisions related to model deployment and integration
- Collaborate closely with cross-functional teams to ensure AI proofs-of-concept, prototypes, and pilots can transition to later stage development and/or downstream products
- Clearly document findings and present actionable recommendations to technical and non-technical stakeholders
- Mentor and coach junior team members
Requirements
The ideal candidate will have a passion for both exploring new frontiers in AI and turning emerging concepts into working systems with expertise making architectural trade-offs, and proving feasibility through code, experiments, and deployable prototypes. A strong technical foundation with experience working at the intersection of AI exploration and hands-on incubation is critical for this role., * 12+ years of experience in AI/ML engineering, or equivalent industry experience with at least 4 years in a technical lead position
- Bachelor's degree in Computer Science, AI/ML, Engineering or a related technical field; advanced degree preferred
- Proven track record leading and delivering large-scale AI/ML incubations or complex deep tech cross-functional initiatives with measurable outcomes
- Expertise in Python and deep experience with deep learning frameworks (e.g., Jax, TensorFlow, PyTorch) and state-of-the-art ML techniques (building, training, evaluating, deploying ML models)
- Practical experience with modern AI paradigms such as: world models, foundation models, and multi-modal language models; agent-based systems and orchestration; and context retrieval and augmentation techniques
- Exceptional communication and presentation skills; can articulate complex technical concepts to both technical and non-technical audiences, including senior leadership
- Experience industrial, IoT, manufacturing, energy, or asset-intensive domains
- Ability to connect AI capabilities to practical industrial or enterprise use cases
Desired skills and competencies
- Exposure to AI governance, security, or compliance considerations
- Experience deploying ML models in cloud environments (Azure preferred, AWS acceptable)
- Familiarity with MLOps practices (model versioning, evaluation, monitoring, iteration)
- Experience working with non-ideal, real-world data rather than curated research datasets
- Experience working in both enterprise and start up environments
- Interesting in supporting technical and scientific publications on AI research
What success looks like
- AI concepts progress beyond research into validated, working prototypes and pilots
- Technical investigations result in clear go / no-go recommendations
- Prototypes and pilots demonstrate feasibility for real-world deployment, not just benchmark performance
- Strong collaboration with cross-functional technical and non-technical teams to enable transition into later stage development, where appropriate
- Ability to meaningfully influence AI roadmaps and technology direction through evidence-backed work
About the company
AVEVA is a global leader in industrial software with more than 6,500 employees in over 40 countries. Our cutting-edge solutions are used by thousands of enterprises to deliver the essentials of life - such as energy, infrastructure, chemicals, and minerals - safely, efficiently, and more sustainably.
We are committed to embedding sustainability and inclusion into our operations, our culture, and our core business strategy. Learn more about how we are progressing against our ambitious 2030 targets: sustainability-report.aveva.com/
Find out more: aveva.com/en/about/careers/
AVEVA requires all successful applicants to undergo and pass a drug screening and comprehensive background check before they start employment. Background checks will be conducted in accordance with local laws and may, subject to those laws, include proof of educational attainment, employment history verification, proof of work authorization, criminal records, identity verification, credit check. Certain positions dealing with sensitive and/or third-party personal data may involve additional background check criteria.
AVEVA is an Equal Opportunity Employer. We are committed to being an exemplary employer with an inclusive culture, developing a workplace environment where all our employees are treated with dignity and respect. We value diversity and the expertise that people from different backgrounds bring to our business. AVEVA provides reasonable accommodation to applicants with disabilities where appropriate. If you need reasonable accommodation for any part of the application and hiring process, please notify your recruiter. Determinations on requests for reasonable accommodation will be made on a case-by-case basis.
Empowering you with pioneering tech
AVEVA is a global leader in industrial software. Our cutting-edge solutions are used by thousands of enterprises to deliver the essentials of life - such as energy, infrastructure, chemicals and minerals - safely, efficiently and more sustainably.
We're the first software business in the world to have our sustainability targets validated by the SBTi, and we've been recognized for the transparency and ambition of our commitment to diversity, equity, and inclusion. We've also recently been named as one of the world's most innovative companies.
If you're a curious and collaborative person who wants to make a big impact through technology, then we want to hear from you! Find out more at AVEVA Careers (https://www.aveva.com/en/about/careers/) .