Senior Machine Learning Operations Engineer, Twin Health
$150-180k
Individualized healthcare guidance for chronic metabolic diseases
Open for applications
Individualized healthcare guidance for chronic metabolic diseases
501-1000 employees
Open for applications
$150-180k
501-1000 employees
Company mission
To transform lives by empowering people to reverse and prevent chronic metabolic diseases, improve energy and physical health, and extend lifespan.
Role
Who you are
- The ideal candidate is self-driven, versatile in handling multiple projects, and a collaborative team player
- Bachelor's or Master's degree in Computer Science, Engineering, or a related field with 5+ years of industry experience
- Familiarity with architectural frameworks of large, distributed, and high-scale ML applications. Experience in the implementation of applications using LLM’s and GenAI is a huge plus
- Solid understanding of MLOps, data structures, and software design principles
- Proficiency in programming with Python and experience in other languages like Java or Go
- Strong knowledge in deploying scalable machine learning models, including experience with Docker, Kubernetes, and microservices architecture
- Experience with database technologies (e.g., SQL, NoSQL) and big data processing frameworks (e.g., Hadoop, Spark) is a plus
- This remote opportunity is available to US based persons. Applicants must be authorized to work for any employer in the U.S
What the job involves
- You will be instrumental in developing our cutting-edge machine learning platform and enhancing our existing healthcare solutions.
- We value individuals who are adept at working with complex systems and possess exceptional communication and leadership skills
- Architect, design, and build robust and efficient ML systems for a production environment, focusing on backend distributed systems, microservices, and ensuring system accuracy
- Collaborate closely with data scientists to optimize workflows for model training, real-time inference, monitoring, and troubleshooting
- Be a subject matter expert on ML infrastructure, providing guidance to both internal teams and external stakeholders
- Ensuring operational excellence and reliability of ML systems. Define and enforce SLAs around system performance, including latency, throughput, and resource utilization
- Develop tools for effective model management, continuous monitoring, and enhancing the efficiency and effectiveness of the entire ML lifecycle
- Actively engage in mentorship and knowledge sharing to promote a culture of continuous learning and improvement within the team
- Additional duties as assigned
Our take
Metabolic Syndrome, characterised by diabetes, hypertension, and obesity, affects over a billion people worldwide, and can massively increase the risks of heart disease and stroke. Although the root cause is known to be faults in metabolic performance, the metabolism of individuals is so complex and unique as to stifle investigation into preventions and treatments. Twin Health, founded in 2018, aims to combat this problem with its Whole Body Digital Twin, which can advise both patients and doctors on nutrition, sleep, and activity in order to reverse and prevent a variety of chronic metabolic diseases.
This product, the first of its kind, is compiled from thousands of data points obtained from a mix of non-invasive wearable sensors and self-reporting by patients, and each twin represents a dynamic digital representation of the individual’s metabolism. As such, the AI-led technology is able to provide individualized advice about lifestyle changes such as to nutrition and sleep that will most benefit the user.
The Twin Health research team is currently conducting controlled trials, with promising first data published in the American Diabetes Association’s "Diabetes" journal. Substantial funding raised by the company will go towards scaling its digital twin technology as well as supporting expansion in the US and India.
Steph
Company Specialist at Welcome to the Jungle
Insights
Company
Funding (last 2 of 4 rounds)
Dec 2023
$50m
LATE VC
Oct 2021
$140m
SERIES C
Total funding: $233.5m
Company benefits
- As a remote friendly company we are committed to providing opportunities for all who join to further build relationships, increase cross-functional collaboration, and celebrate our accomplishments
- Opportunity for equity participation
- Unlimited vacation with manager approval
- 16 weeks of 100% paid parental leave for delivering parents; 8 weeks of 100% paid parental leave for non-delivering parents
- 100% Employer sponsored healthcare, dental, and vision for you, and 80% coverage for your family; Health Savings Account and Flexible Spending Account options
- 401k retirement savings plan
Company HQ
Mountain View, CA
Articles
Leadership
Jahangir Mohammed
(CEO)Founder and former CEO of Cisco Jasper and of Kineto Wireless.
Terry Poon
(CTO)Former VP of Engineering at Jasper.
Maluk Mohamed
(VP of Research)Chairman & Director of the MASTeR Group of Institutions.
Share this job
View 5 more jobs at Twin Health