Applied Machine Learning Engineer Senior Consultant II
Role details
Job location
Tech stack
Job description
We are looking for a Generative AI Software Engineer to join our team and help build next-generation AI-driven solutions. This role blends traditional Software engineering with cutting-edge AI integration, enabling innovative digital products and services. You will work closely with cross-functional teams to design, develop, and deploy secure, scalable applications and integrate advanced AI models into production environments., Software Engineering
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Build secure, scalable, and high-performance microservices and applications using Java Spring Boot / Python.
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Design and maintain RESTful APIs and microservices architecture with asynchronous processing.
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Deploy and manage applications on cloud platforms, preferably Microsoft Azure.
AI Integration & Development
- Integrate and deploy Generative AI models (e.g., OpenAI, Hugging Face, LangChain) into production environments.
- Optimize LLMs for specific use cases and implement RAG (Retrieval-Augmented Generation) pipelines.
- Work with embedding models, vector databases, and prompt engineering techniques.
- Explore multi-modal AI systems and agentic AI frameworks for advanced capabilities.
Modern Development Practices
- Leverage tools like GitHub Copilot and agentic AI for code reviews, unit testing, and pull requests.
- Leverage APM tools like DataDog to enhance Observability posture for your application.
- Collaborate with platform consultants, product engineers, and digital product managers to integrate AI solutions.
MLOps & Model Deployment
- Implement best practices for model deployment, scaling, versioning, and monitoring.
- Develop and maintain scalable data pipelines for ingestion, processing, and feature engineering.
- Ensure compliance with ethical AI standards and data governance as per Allstate standards.
Requirements
- All applicants must demonstrate they have a legal right to work in the UK for employment at Allstate. Allstate is not providing sponsorship for this vacancy.
- Minimum of 3+ years of backend development experience using Java Spring Boot / Python.
- Minimum of 3+ years working with RESTful APIs, microservices architecture, and asynchronous processing.
- Minimum of 1 years' experience working with Generative AI APIs and/or open-source models.
Additional Skills Required for Lead and Expert Levels
- Minimum of 4+ years of backend development experience using Java Spring Boot / Python.
- Minimum of 4+ years working with RESTful APIs, microservices architecture, and asynchronous processing.
- Minimum of 1 years' experience in LangChain, LLM orchestration, and prompt engineering.
Desirable Skills
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Exposure to multi-modal AI systems and agentic AI frameworks.
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Experience with MLOps workflows and cloud deployment (Azure/AI Foundry preferred).
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Strong problem-solving and debugging skills.
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Knowledge of ethical AI practices and compliance frameworks.
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Familiarity with data preprocessing, token management, and embedding generation.
Benefits & conditions
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A generous, flexible benefits package including annual leave, healthcare and dental cover, pension, and lifestyle discounts
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Access to world-class learning platforms and award-winning L&D
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Clear career paths, internal mobility, and a strong focus on growth
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A people-first culture with flexible working options
Be part of a high-performing, socially responsible organisation where your work has purpose, and your growth is supported every step of the way.
Statement on Fair Employment and Equal Opportunities
Allstate NI wishes to ensure equal opportunity is given to all job applicants. This company will not discriminate on the grounds of race, gender (including gender reassignment status), sexual orientation, religious belief, political opinion, marital status, age or disability.
We are an equal opportunities employer. We welcome applications from all suitably qualified persons. However, as women are currently under-represented in our workforce, we would particularly welcome applications from women. All appointments will be made on merit.
Applicants should note Allstate NI complete AccessNI background checks on all candidates offered a position.