Senior AI/ML Engineer

OpenKrill; United States; Remote; USD 122,000 - 136,000; Full time

Benefits offered by this job

Equity options

25 days PTO

Books & materials assistance

Life Days program

Mental health support

Job summary

Limbic is seeking a Senior AI/ML Engineer to own the AI in clinical assessment for US healthcare partners. You will shape conversations, ensure safety, and drive ML models productive in real-world settings across channels, with collaboration between North American, European, and clinical teams.

The role emphasizes production-grade ML, scalable architecture, and regulatory compliance to advance mental healthcare solutions while maintaining high safety standards.

Qualifications

• PhD in computational science or AI field with 2+ years ML engineering experience OR BSc/MSc with 4+ years ML engineering experience.
• Expertise in productizing LLM features and eval-driven development.
• Proficient in Python and TypeScript/JavaScript.
• Experience building an LLM agent harness and with reinforcement learning.
• Strong architectural skills for scalable ML systems.
• Solid understanding of statistics in LLM evaluation and user analytics.
• Git and database experience (SQL/NoSQL).
• Hands-on with cloud platforms and containerization.

Responsibilities

• Own the quality of the conversational AI from dialogue steps to clinical predictions and recommendations.
• Improve safety checks for patient messages and AI replies without over-blocking useful replies.
• Productionize ML models to optimize product KPIs and clinical predictions.
• Build evaluation harnesses, simulated conversations, and transcript reviews for testing.
• Extend assessment AI to new channels including phone-based access.
• Integrate clinical AI as composable services for healthcare partners.
• Develop automation tooling and demos for product development.
• Mentor peers and raise engineering standards while ensuring regulatory compliance.

Skills

Python

TypeScript/JavaScript

LLM features

Eval-driven development

Reinforcement learning

Machine learning systems

Cloud platforms

Containerization (Docker/Kubernetes)

Version control (Git)

SQL/NoSQL databases

Education

PhD in computational science or AI field

BSc/MSc + 4 years ML engineering experience

Tools

Git

SQL/NoSQL

Cloud platforms

Docker

Kubernetes

Job description

Senior AI/ML Engineer, remote in Canada: own the AI that assesses patients for US healthcare providers and gets them to the right mental health care faster.

About Limbic

Limbic’s vision is to ensure the highest quality therapy is accessible to everyone, everywhere.

Limbic has supported more than 820,000 patients across the UK and the US. We are used in over 50% of NHS Talking Therapies services, which makes us the largest-ever deployment of generative AI for direct patient care, and our AI now delivers end-to-end therapy to patients in the US under the supervision of licensed clinicians.

Safety and science come first. We are the only AI mental health chatbot with UKCA Class IIa medical device certification, and the first AI-led mental healthcare company selected for the FDA’s TEMPO pilot. Our results are published in leading scientific journals: in a randomized, double-blind trial published in Nature Medicine, our AI agents scored higher than licensed CBT therapists on a standard measure of therapy skill.

The Role

As a Senior AI/ML Engineer, you will take ownership of the AI in our clinical assessment product for US healthcare organizations. A patient describes what they are struggling with in a conversation with our AI, which gathers their history, administers standard clinical questionnaires such as PHQ-9 and GAD-7, detects risk and recommends a treatment program for the organization’s clinicians to review. Every organization configures it for its own services, so the AI has to be safe and accurate across many clinical setups, not just one.

The approach is proven at scale in the NHS, where it increased referrals from minority groups by 29%, as published in Nature Medicine. You will work in North American hours alongside product, engineering and clinical colleagues, in close collaboration with our ML team in London. Our AI products are built on shared platforms for agents, evaluation and safety, so the systems you design are reused across Limbic.

What You’ll Do

• Own the quality of the conversational AI that runs patient assessments, from each step of the conversation to clinical prediction and treatment recommendation.
• Improve the safety checks that screen every patient message and AI reply, covering risk, attempts to manipulate the AI, unsafe medical advice and clinically inappropriate responses, so they catch more problems without flagging good replies.
• Productionize ML models that optimize product KPIs, including the accuracy of clinical predictions and how quickly patients reach the right care.
• Build and maintain evaluation harnesses, simulated patient conversations and labelled transcript review, so every configuration can be tested before a patient sees it.
• Extend our assessment AI to new channels, including the phone, so that patients who cannot or will not use a web form still have a way in.
• Help turn our clinical AI into composable services that healthcare partners can integrate into their own patient journeys.
• Build agents and tooling that automate product development workflows, including reliable testing and customer demos.
• Raise the engineering bar through architecture, code review and mentorship, while keeping our AI continuously compliant with strict regulatory requirements.

What You’ll Bring

• You must meet one of the following educational and experience backgrounds:- A PhD in computational science or an AI-related field, plus 2 years of experience in an ML engineering role.- OR A BSc/MSc, plus 4 years of experience in an ML engineering role.
• Expertise in productizing LLM features and a strong background in eval-driven development.
• Expert-level proficiency in Python and TypeScript/JavaScript.
• Proven experience building an LLM agent harness.
• Experience utilizing reinforcement learning.
• Strong architectural skills with experience designing scalable, production-grade systems for machine learning applications.
• A solid understanding of statistical principles in the context of LLM evaluation and user activity analytics.
• Proficiency with version control systems (preferably Git) and databases (SQL or NoSQL).
• Hands‑on experience with a major cloud platform and containerization technologies.
• A track record of end-to-end ownership: you scope work you can ship quickly, measure its impact, and keep a sense of urgency when the stakes are high.
• A genuine interest in applying your technical skills to solve complex challenges in the mental healthcare space.
• Ideal but not required: Experience with real-time voice AI, or with healthcare organizations as customers.
• North American business hours (Eastern time preferred), with daily overlap with colleagues in Europe (UTC to UTC+3).
• Based in Canada with the right to work there.- Please note: Limbic cannot provide visa sponsorship in Canada.

Benefits & Wellbeing

• Salary: CA$173,000 – CA$192,000 per year.
• Equity share options.
• 25 days PTO.
• Support with purchasing work-related books and materials.
• Quarterly Life Days: Enjoy 4 paid days off per year (one each quarter) to use whenever you choose to relax, recharge, or take care of personal matters.
• Mental Health Support: Access to dedicated mental health support services.

We encourage women and individuals from diverse backgrounds to apply and join our team. We believe in creating an inclusive and supportive work environment where everyone can contribute their best.