Machine Learning Engineer

Flo Health; Greater London; Hybrid; GBP 130,000 - 180,000; Full time

Benefits offered by this job

Competitive salary

Performance incentive

Paid holiday & sick leave

Parental leave

Sabbatical

Flo Premium for friends & family

Hybrid work model

Wellbeing perks

Job summary

Flo Health is hiring a Machine Learning Engineer to develop groundbreaking ML/LLM features for female health. You will design and deploy scalable models, including Generative AI workflows, while collaborating with cross-functional teams.

The role emphasizes responsible AI practices and hands-on data pipelines in a fast-paced environment. You’ll work with state-of-the-art LLMs, own end-to-end ML products, and contribute to Flo’s AI strategy in a hybrid office setup, with on-site collaboration

Qualifications

• 4+ years of professional ML experience.
• Experience with large-scale ML models and LLM apps.
• Ability to design ML/LLM pipelines and systems.
• Strong Python for model development.
• Experience with CI/CD, MLOps, testing.
• Experience with data pipelines (Apache Spark).
• Excellent collaboration across teams.
• Commitment to responsible AI.

Responsibilities

• Develop and test complex ML/AI systems for female health.
• Leverage state-of-the-art LLMs to build scalable, safe solutions.
• Own ML/AI products end-to-end in a fast-paced setting.
• Build infrastructure for Gen AI features.
• Improve capabilities by applying best practices in LLM space.
• Collaborate with ML, Backend, QA, product, and analytics teams.

Skills

ML engineering

LLM deployment

Python

CI/CD/MLOps

Data pipelines

Cross-functional teamwork

Responsible AI

Education

Advanced degree

Tools

Apache Spark

Job description

500M+ downloads. 80M+ monthly users. A decade of building – and we’re still accelerating. Flo is the world’s #1 health & fitness app worldwide on a mission to build a better future for female health. Backed by a $200M investment led by General Atlantic, we became the first product of our kind to reach a $1B valuation in 2024 – and we’re not slowing down. With 7M paid subscribers and the highest-rated experience in the App Store’s health category, we’ve spent 10 years earning trust at scale. Now, we’re building the next generation of digital health – AI-powered, privacy-first, clinically backed – to help our users know their body better.

The job We are looking for a Machine Learning Engineers to join Flo Health. You will be developing groundbreaking features that leverage our medical expertise, technical skills, rapid adoption of new technologies (like LLMs), product knowledge, and a deep understanding of our users’ needs.

Your Experience Must have:

• 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

What you’ll be doing

You’ll be responsible for:

• 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

Annual Salary Range (ranges may vary based on skills and experience)£130,000—£180,000 GBP

How we work

We’re a mission-led, product-driven team. We move fast, stay focused and take ownership – from brief to build to impact. Debate is encouraged. Decisions are shared. We care about craft, ship with purpose, and always raise the bar. You’ll be working with people who take their work seriously, not themselves. It takes commitment, resilience, and the drive to keep going when things get tough. Because better health outcomes are worth it.

What you’ll get

• 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

Diversity, equity and inclusion

Our strength is in our differences. At Flo, hiring is based on merit, skill and what you bring to the role – nothing else. We’re proud to be an equal opportunity employer, and we welcome applicants from all backgrounds, communities and identities.

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