Machine Learning Engineer
130 000 – 180 000 £в год
Flo HealthLondonГибридот 4 лет
PythonAILLMMachine LearningGenerative AIApache SparkData PipelinesMLOpsLLMOpsMedTech
Описание
Flo Health is looking for a Machine Learning Engineer to develop groundbreaking features that leverage medical expertise, technical skills, rapid adoption of new technologies (like LLMs), product knowledge, and a deep understanding of users’ needs. You will be building and deploying large-scale ML and LLM systems for AI-powered health features.
Responsibilities
- Explore, develop and test complex ML/AI systems to improve female health
- Work with state-of-the-art technologies, such as most advanced LLMs and Generative AI approaches, to build solutions that are medically safe and work at scale
- Work in a fast-paced environment to quickly build and validate product hypotheses, taking end-to-end ownership of ML/AI products
- Build the future-proof infrastructure for serving Gen AI features at Flo, bringing our AI vision and strategy to life
- Constantly improve our technical capabilities by researching and implementing best practices in the context of the fastly evolving space of LLMs
- Work in a cross-functional setup alongside other engineering (ML, Backend, QA), product, and analytics teams
Requirements
- 4+ years of professional experience in the field of machine learning
- Demonstrated success in building and deploying large-scale machine learning models; experience with large-scale LLM applications is a bonus
- Ability to devise creative solutions to intricate technical challenges, including experience in systems design with the ability to architect and explain ML/LLM pipelines
- Strong Python programming skills for efficient model development and deployment
- Experience with both traditional ML and modern LLM frameworks
- Understanding of the entire ML/LLM development process, including CI/CD, version control, testing, MLOps/LLMOps, and agile methodologies
- Experience in building and managing data pipelines using tools like Apache Spark
- Excellent communication skills and ability to collaborate with diverse teams
- Commitment to responsible AI practices, including fairness, accountability, and transparency
Nice to have
- Advanced degree in Computer Science, Mathematics, or a related field
- Familiarity with statistical and measurement fundamentals and running and evaluating AB tests
- Data visualisation skills
- Experience in the MedTech domain
We offer
- Competitive salary and annual reviews
- Opportunity to participate in Flo’s performance incentive scheme
- Paid holiday, sick leave, and female health leave
- Enhanced parental leave and pay for maternity, paternity, same-sex and adoptive parents
- Accelerated professional growth through world-changing work and learning support
- In-person collaboration and work in a hybrid model, with 3 days per week spent in the office
- 5-week fully paid sabbatical at 5-year Floversary
- Flo Premium for friends & family, plus more health, pension and wellbeing perks
- Annual salary range: £130,000–£180,000 GBP