What are the responsibilities and job description for the Principal ML Ops Engineer position at Flagship Pioneering?
Flagship Pioneering is a biotechnology company that invents and builds platform companies, each with the potential for multiple products that transform human health or sustainability. We create about six new companies every year and incubate them through successive rounds of funding.
Since launching in 2000, Flagship has originated and fostered more than 100 scientific ventures, resulting in more than $90 billion in aggregate value.
Many of the companies that Flagship has founded have addressed humanity’s most urgent challenges: vaccinating billions of people against COVID-19, curing intractable diseases, improving human health, preempting illness, and feeding the world by improving the resiliency and sustainability of agriculture.
Flagship has been recognized twice on FORTUNE’s “Change the World” list, an annual ranking of companies that have made a positive social and environmental impact through activities that are part of their core business strategies and has been twice named to Fast Company’s annual list of the World’s Most Innovative Companies. Learn more about Flagship at www.flagshippioneering.com.
Position Overview:
Flagship Pioneering is seeking a Principal ML Ops Engineer to join the Pioneering Intelligence team. This role is centered around building and managing ML applications and solutions, with a particular focus on the development of frameworks to support advanced machine learning models. You will play a vital role in increasing efficiency around deployment of Life Sciences ML models thereby reinforcing Flagship's leadership in AI and ML across diverse domains. You will frequently partner with Flagship Pioneering ML Researchers and Leaders by providing capabilities to train and deploy models.
Key Responsibilities:
We are seeking individuals with an entrepreneurial spirit, strong communication skills, and comfort working in and contributing to a dynamic and cross-functional team environment. The level of the role will be commensurate with the education and years of experience of the identified candidate.
Flagship Pioneering and our ecosystem companies are committed to equal employment opportunity regardless of race, color, ancestry, religion, sex, national origin, sexual orientation, age, citizenship, marital status, disability, gender identity or Veteran status.
At Flagship, we recognize there is no perfect candidate. If you have some of the experience listed above but not all, please apply anyway. Experience comes in many forms, skills are transferable, and passion goes a long way. We are dedicated to building diverse and inclusive teams and look forward to learning more about your unique background.
Recruitment & Staffing Agencies: Flagship Pioneering and its affiliated Flagship Lab companies (collectively, “FSP”) do not accept unsolicited resumes from any source other than candidates. The submission of unsolicited resumes by recruitment or staffing agencies to FSP or its employees is strictly prohibited unless contacted directly by Flagship Pioneering’s internal Talent Acquisition team. Any resume submitted by an agency in the absence of a signed agreement will automatically become the property of FSP, and FSP will not owe any referral or other fees with respect thereto.
Since launching in 2000, Flagship has originated and fostered more than 100 scientific ventures, resulting in more than $90 billion in aggregate value.
Many of the companies that Flagship has founded have addressed humanity’s most urgent challenges: vaccinating billions of people against COVID-19, curing intractable diseases, improving human health, preempting illness, and feeding the world by improving the resiliency and sustainability of agriculture.
Flagship has been recognized twice on FORTUNE’s “Change the World” list, an annual ranking of companies that have made a positive social and environmental impact through activities that are part of their core business strategies and has been twice named to Fast Company’s annual list of the World’s Most Innovative Companies. Learn more about Flagship at www.flagshippioneering.com.
Position Overview:
Flagship Pioneering is seeking a Principal ML Ops Engineer to join the Pioneering Intelligence team. This role is centered around building and managing ML applications and solutions, with a particular focus on the development of frameworks to support advanced machine learning models. You will play a vital role in increasing efficiency around deployment of Life Sciences ML models thereby reinforcing Flagship's leadership in AI and ML across diverse domains. You will frequently partner with Flagship Pioneering ML Researchers and Leaders by providing capabilities to train and deploy models.
Key Responsibilities:
- Lead the development, deployment, and operationalization of ML-powered applications, ensuring their scalability, performance, and reliability.
- Design and implement best practices in ML Ops to streamline the deployment, monitoring, and maintenance of machine learning models.
- Work closely with the Pioneering Intelligence team to translate cutting-edge AI research into practical, scalable applications.
- Develop and recommend frameworks and tools to automate the deployment, scaling, and management of AI systems in production environments.
- Mentor engineers and contribute to the ML knowledge base within Flagship Pioneering.
- Bachelor's or Master's degree in Computer Science, Engineering, or a related technical field.
- 7 years of experience in software engineering, with at least 3 years focused on ML systems.
- Programming skills in the Python programming language and common software development tools: Git, testing frameworks, CI/CD, and Docker.
- AWS Certifications or equivalent experience building in the cloud
- Demonstrated experience in designing, building, and maintaining production-level AI/ML applications with AWS services like AWS Batch, SageMaker, and Parallel Cluster.
- Proven experience in cross-functional teams and able to communicate effectively about technical and operational challenges.
- Experience in machine learning tools like PyTorch, Tensorflow, or JAX
- Developed infrastructure as code with frameworks such as AWS CDK, CloudFormation, or Terraform.
- Experience with workflow and orchestration tools such as Kubernetes, Dask, Prefect, or similar.
- Previous experience with the Life Sciences and Biotechnology industry.
We are seeking individuals with an entrepreneurial spirit, strong communication skills, and comfort working in and contributing to a dynamic and cross-functional team environment. The level of the role will be commensurate with the education and years of experience of the identified candidate.
Flagship Pioneering and our ecosystem companies are committed to equal employment opportunity regardless of race, color, ancestry, religion, sex, national origin, sexual orientation, age, citizenship, marital status, disability, gender identity or Veteran status.
At Flagship, we recognize there is no perfect candidate. If you have some of the experience listed above but not all, please apply anyway. Experience comes in many forms, skills are transferable, and passion goes a long way. We are dedicated to building diverse and inclusive teams and look forward to learning more about your unique background.
Recruitment & Staffing Agencies: Flagship Pioneering and its affiliated Flagship Lab companies (collectively, “FSP”) do not accept unsolicited resumes from any source other than candidates. The submission of unsolicited resumes by recruitment or staffing agencies to FSP or its employees is strictly prohibited unless contacted directly by Flagship Pioneering’s internal Talent Acquisition team. Any resume submitted by an agency in the absence of a signed agreement will automatically become the property of FSP, and FSP will not owe any referral or other fees with respect thereto.
