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Full-Time

Scientist II

Immunology and Inflammation

Posted on 8/12/2024

Generate Biomedicines

Generate Biomedicines

51-200 employees

Generates novel medicines using machine learning

AI & Machine Learning
Biotechnology
Healthcare

Mid, Senior

Cambridge, MA, USA

Category
Computational Biology
Biology Lab & Research
Biology & Biotech
Required Skills
Data Science
Data Analysis
Requirements
  • PhD in Immunology or a related field/2-4 years of relevant experience or a MSc in Immunology or a related field/8-10 years of relevant experience or a BSc in Immunology or a related field/10-12 relevant experience in Immunology or a related field with working experience in an academic, pharmaceutical, or biotechnology settings.
  • Extensive experience in immunological research and experimentation, including but not limited to mammalian cell culture methods (Primary cells and cell lines), Flow cytometry, ELISA/Alpha Lisa, Luminex, and sorting techniques (FACS Aria/Bead based)
  • Proficiency in data analysis software with strong willingness to learn and incorporate internal data analysis and machine learning tools.
  • Experience with lab automation systems is a plus
  • Proven track record of innovative research and development in immunology
  • Excellent collaboration and cross-functional team skills.
  • Expertise in immunological techniques and methodologies.
  • Proficiency in data analysis software and digital tools.
  • Excellent written and verbal communication skills.
  • Ability to work independently and as part of a collaborative team.
  • Strong problem-solving and critical-thinking abilities.
Responsibilities
  • Provide expert input to advance immunology-related projects and programs, establish and expand wet lab capabilities, train others on lab equipment and experimental protocols, and act as a technical expert for project teams.
  • Analyze and synthesize complex immunological data to troubleshoot experimental challenges and present findings to diverse internal audiences.
  • Contribute to the integration of immunological data into proprietary digital software for data analysis and closely collaborate with data science team members to enhance data usability.
  • Influence the alignment of individual and team work with project timelines, anticipate challenges or issues, provide mentorship and guidance, and develop solutions to support project teams.
Generate Biomedicines

Generate Biomedicines

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Generate Biomedicines focuses on creating new medicines using a method called generative biology, which combines machine learning and biological engineering. This approach involves analyzing millions of proteins to learn how nature encodes their functions, allowing the company to design new medicines with specific therapeutic effects. The main product, The Generate Platform, enables the rapid production of medicines across various therapeutic areas, significantly improving the drug discovery process compared to traditional methods. Unlike its competitors, Generate Biomedicines emphasizes a proactive and efficient approach to medicine creation, aiming to democratize access to biotherapeutics. The company's goal is to expand its capabilities in generating and testing proteins, having already produced 42,000 proteins, and to continue advancing the field of therapeutics.

Company Stage

Series C

Total Funding

$693M

Headquarters

Somerville, Massachusetts

Founded

2018

Growth & Insights
Headcount

6 month growth

5%

1 year growth

15%

2 year growth

44%
Simplify Jobs

Simplify's Take

What believers are saying

  • The recent $273M Series C financing round provides substantial capital to advance their generative AI pipeline and clinical programs.
  • Expansion of the leadership team with experienced professionals like Rupert Vessey, Nancy Simonian, and Kym White strengthens the company's strategic direction and operational capabilities.
  • Publication of the Chroma model in Nature highlights the company's innovative contributions to protein therapeutics, enhancing its reputation in the scientific community.

What critics are saying

  • The reliance on cutting-edge generative AI and machine learning technologies may face regulatory and adoption challenges in the conservative pharmaceutical industry.
  • Rapid expansion and scaling efforts, including new hires and leadership changes, could lead to integration and cultural challenges.

What makes Generate Biomedicines unique

  • Generate Biomedicines leverages generative biology and machine learning to create medicines on demand, a significant departure from traditional drug discovery methods.
  • The Generate Platform's ability to produce novel medicines across multiple therapeutic areas with high speed and success rates sets it apart from competitors.
  • Their focus on understanding the rules by which nature encodes function to design new proteins is a unique approach in the biotechnology sector.
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