Pioneering Intelligence
(Senior) Machine Learning Scientist, Systems Biology
Pioneering Intelligence, Cambridge, Massachusetts, us, 02140
Overview
(Senior) Machine Learning Scientist, Systems Biology
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Pioneering Intelligence .
Position Summary Pioneering Intelligence (PI) is a Flagship initiative dedicated to developing AI/ML-powered platforms for transformative applications in life sciences and related fields. We are seeking a talented
(Senior) ML Scientist, Systems Biology
to join a new effort building state-of-the-art AI-based capabilities for propelling the drug development process into an AI-driven future. In this role, you will leverage your technical and creative thinking and biomedical knowledge for developing AI capabilities of high priority to Flagship and its companies.
Responsibilities
Develop new methods for leveraging biological data in drug discovery
Develop robust pipelines to extract, integrate, and analyze complex biological databases
Design and implement LLM pipelines specialized for the biomedical domain
Develop and apply state-of-the-art AI/ML approaches to biological applications
Act as a subject matter expert to the team and cross-functionally
Collaborate with biotech industry experts and ML engineers to validate and refine models
Present progress in regular research meetings, prepare reports, and present findings for stakeholders and leadership
Maintain expertise in emerging computational methodologies
Qualifications
PhD degree in Computational Biology, Bioinformatics, Systems Biology, Computer Science, or similar computational field with focus on biological applications
Strong publication record in computational biology or systems biology research
Expertise querying and integrating public biological databases (e.g. KEGG, Reactome, BioGRID, TCGA, GEO, OpenTargets, etc.)
Fluency in Python and standard ML tools and packages and libraries (e.g. PyTorch, TensorFlow, sklearn)
Experience implementing state-of-the-art deep learning models (e.g. transformer architectures, CNNs, GNNs) in biological applications
Experience with version control software (e.g. Git) and AWS cloud computing
Interest in LLMs and their applications
Demonstrated ability to collaborate in interdisciplinary teams and communicate complex technical concepts effectively
Ability to take initiative and work independently
Excellent analytical and problem-solving skills tailored to innovative computational research
Preferred
Experience leveraging LLMs in development environments
Prior industry experience (3+ years)
About Flagship Flagship Pioneering is a bioplatform innovation company that invents and builds platform companies, each with the potential for multiple products that transform human health or sustainability. Since its launch 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 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, and has been named to Fast Company’s annual list of the World’s Most Innovative Companies. Learn more about Flagship at www.flagshippioneering.com.
Equal Employment Opportunity
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.
Recruitment and Staffing Agencies
Flagship Pioneering and its affiliated Flagship Lab companies do not accept unsolicited resumes from any source other than candidates. The submission of unsolicited resumes by recruitment or staffing agencies to Flagship Pioneering or its employees is strictly prohibited unless contacted directly by Flagship Pioneering’s internal Talent Acquisition team.
Details
Seniority level: Mid-Senior level
Employment type: Full-time
Job function: Science
Industries: Biotechnology Research and Research Services
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— join to apply for the role at
Pioneering Intelligence .
Position Summary Pioneering Intelligence (PI) is a Flagship initiative dedicated to developing AI/ML-powered platforms for transformative applications in life sciences and related fields. We are seeking a talented
(Senior) ML Scientist, Systems Biology
to join a new effort building state-of-the-art AI-based capabilities for propelling the drug development process into an AI-driven future. In this role, you will leverage your technical and creative thinking and biomedical knowledge for developing AI capabilities of high priority to Flagship and its companies.
Responsibilities
Develop new methods for leveraging biological data in drug discovery
Develop robust pipelines to extract, integrate, and analyze complex biological databases
Design and implement LLM pipelines specialized for the biomedical domain
Develop and apply state-of-the-art AI/ML approaches to biological applications
Act as a subject matter expert to the team and cross-functionally
Collaborate with biotech industry experts and ML engineers to validate and refine models
Present progress in regular research meetings, prepare reports, and present findings for stakeholders and leadership
Maintain expertise in emerging computational methodologies
Qualifications
PhD degree in Computational Biology, Bioinformatics, Systems Biology, Computer Science, or similar computational field with focus on biological applications
Strong publication record in computational biology or systems biology research
Expertise querying and integrating public biological databases (e.g. KEGG, Reactome, BioGRID, TCGA, GEO, OpenTargets, etc.)
Fluency in Python and standard ML tools and packages and libraries (e.g. PyTorch, TensorFlow, sklearn)
Experience implementing state-of-the-art deep learning models (e.g. transformer architectures, CNNs, GNNs) in biological applications
Experience with version control software (e.g. Git) and AWS cloud computing
Interest in LLMs and their applications
Demonstrated ability to collaborate in interdisciplinary teams and communicate complex technical concepts effectively
Ability to take initiative and work independently
Excellent analytical and problem-solving skills tailored to innovative computational research
Preferred
Experience leveraging LLMs in development environments
Prior industry experience (3+ years)
About Flagship Flagship Pioneering is a bioplatform innovation company that invents and builds platform companies, each with the potential for multiple products that transform human health or sustainability. Since its launch 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 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, and has been named to Fast Company’s annual list of the World’s Most Innovative Companies. Learn more about Flagship at www.flagshippioneering.com.
Equal Employment Opportunity
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.
Recruitment and Staffing Agencies
Flagship Pioneering and its affiliated Flagship Lab companies do not accept unsolicited resumes from any source other than candidates. The submission of unsolicited resumes by recruitment or staffing agencies to Flagship Pioneering or its employees is strictly prohibited unless contacted directly by Flagship Pioneering’s internal Talent Acquisition team.
Details
Seniority level: Mid-Senior level
Employment type: Full-time
Job function: Science
Industries: Biotechnology Research and Research Services
Get notified about new Machine Learning Researcher jobs in Cambridge, MA.
#J-18808-Ljbffr