Senior Scientist/Principal Scientist, G:Labs Computational Biology
Somerville, MA
Applications have closed
Flagship Pioneering, Inc.
We are Flagship Pioneering We are a biotechnology company that invents platforms and builds companies that change the world. CEO Chats from the Flagship…About Generate Biomedicines
Generate Biomedicines is a new kind of therapeutics company – existing at the intersection of machine learning, biological engineering, and medicine – pioneering Generative Biology™ to create breakthrough medicines where novel therapeutics are computationally generated, instead of being discovered. Generate has built a machine learning-powered biomedicines platform with the potential to generate new drugs across a wide range of biologic modalities. This platform represents a potentially fundamental shift in what is possible in the field of biotherapeutic development.
We pursue this audacious vision because we believe in the unique and revolutionary power of generative biology to radically transform the lives of billions, with an outsized opportunity for patients in need. We are seeking collaborative, relentless problem solvers that share our passion for impact to join us!
Generate was founded in 2018 by Flagship Pioneering and has received over $420 million in funding, providing the resources to rapidly scale the organization. The Company has offices in Cambridge, Somerville, and Andover with approximately 150 employees.
The Role:
We are seeking creative, curious, and resourceful team members who operate at the frontiers of software, data science, and biology in prototyping new therapeutic modalities for our ML protein design platform. This role would be responsible for providing support across diverse computational areas including assay data analysis, NGS library design and analysis, and automation.
The successful candidate will both work closely within a small, cross-functional team, as well as collaborate with other groups to drive our computational efforts. Generalists who speak the languages of software, ML, and biology are encouraged to apply. A typical day could include designing and analyzing an experiment with a wet lab colleague, communicating with upper management, mentoring junior scientists, querying and curating data from our custom LIMS, presenting data analyses to the team, writing scripts for automated liquid handling, developing novel analytical methods for multiplex libraries, or building self-serve apps for the wet lab to analyze or simulate experiments.
Key responsibilities:
- Support diverse data analysis methods and workflows.
- Plan and build software tools that provide biologists self-service computational support.
- Develop new computational pipelines integrated with existing machine learning and informatics platforms.
- Proactively provide computational guidance for assay design and high-throughput method development
Qualifications:
- PhD in Computational Biology, Bioengineering, Bioinformatics, or related, with 3+ years biotech industry experience
- Deep understanding of diverse biological systems.
- Expertise developing bioinformatics pipelines and analyzing NGS data including RNA-seq and amplicon sequencing
- Deep understanding of statistics, curve fitting, and best practices for analyzing modern lab instrument data
- Demonstrated experience building high quality scientific software
- Proficiency in data analysis using Python and R.
Nice to have:
- Experience working with modern deep learning frameworks
- Experience managing computational scientists and instilling strong software best practices.
- Exposure to structural biology and protein engineering
- Ability to understand and query relational databases with complex data models
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.
COVID Safety:
Generate Biomedicines enforces a mandatory vaccination policy for COVID-19. All employees must be fully vaccinated and have received a booster. The purpose of this policy is to safeguard the health of our employees, their families, and the community at large from infectious disease that may be reduced by vaccinations. The company will make exceptions to this policy if required by applicable law and will consider requests for an exemption from this policy due to a medical reason, or because of a sincerely held religious belief, or any other exemptions that may be recognized by applicable law.
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.
Tags: Biology Data analysis Deep Learning Engineering Machine Learning PhD Pipelines Protein engineering Prototyping Python R RDBMS Statistics
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