Описание
NewDay is a financial services company building data-driven machine-learning capabilities and production systems.
Задачи
- Establish standard, reusable patterns for model serving, pipelines, and deployment;
- Define standards for model packaging, versioning, CI/CD, monitoring, and observability;
- Set production-readiness criteria for models entering engineering workflows;
- Provide technical direction for ML solutions delivered within the team;
- Evolve platform capabilities to reduce bespoke approaches over time;
- Reduce the engineering effort required to productionize models through reusable approaches and platform capabilities.
Требования
- Experience building and operating ML systems in production, including model serving, monitoring, and lifecycle management;
- Strong understanding of serving patterns across batch and real-time environments and of moving models from training to production;
- Experience defining engineering approaches that enable Data Science teams to deliver reliable, production-ready models;
- Ability to turn ambiguity into clear, adoptable technical standards and reusable patterns;
- Experience setting technical direction and influencing engineering practices across teams;
- Hands-on experience with cloud ML platforms such as AWS SageMaker and orchestration tools such as Airflow and Step Functions;
- Strong communication skills and ability to collaborate across Data Science, Engineering, and Data Platforms;
- Comfortable operating at the boundary between experimentation and production-grade ML delivery;
- Values structure, consistency, and high standards in engineering practices;
- Thinks in terms of reusable frameworks rather than one-off solutions;
- Motivated by improving the reliability and long-term maintainability of ML systems;
- Brings clarity, direction, and technical leadership to complex problem spaces.
Условия
- Equal opportunity employer with an inclusive working culture;
- Reasonable adjustments are available to support candidates with disabilities or caring responsibilities during the application and interview process.
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ml engineer in financial services employer: NewDay
At NewDay, we pride ourselves on being an exceptional employer, offering a dynamic work culture that fosters collaboration and innovation in the heart of London. Our commitment to employee growth is evident through our focus on diversity and inclusion, ensuring that every team member can thrive while contributing to impactful marketing strategies. With competitive benefits and a supportive environment, we empower our employees to drive meaningful change and achieve their career aspirations.
