Full-Time

Lead – Applied Machine Learning

Materials Science

Confirmed live in the last 24 hours

Flagship Pioneering

Flagship Pioneering

201-500 employees

Biotechnology firm creating health and sustainability solutions

No salary listed

Senior, Expert

Cambridge, MA, USA

Category
Applied Machine Learning
AI & Machine Learning
Required Skills
LLM
Python
Pytorch
Machine Learning
Pandas
NumPy
Requirements
  • Proven experience in leading teams in AI/ML applied to physical sciences, particularly in materials science, chemistry, or physics.
  • Expertise in training, deploying, and fine-tuning deep learning models with applications in materials composition and performance prediction.
  • Strong background in developing physics-informed machine learning models, including conservation laws, symmetry, PINNs, or neural ODEs.
  • Proficiency with PyTorch and experience managing multi-GPU training environments.
  • Demonstrated track record of publishing scientific papers or contributing to public codebases in the areas of AI and materials science.
  • Proficiency in Python and the data science ecosystem (NumPy, SciPy, Pandas), along with data visualization tools.
  • PhD in Computer Science, Applied Mathematics, Materials Science, or a related field, with a strong focus on machine learning.
  • Excellent communication and leadership skills to manage a diverse team and convey technical findings to stakeholders.
Responsibilities
  • Lead and mentor a cross-disciplinary team: Supervise and support a group of ML engineers and scientists, guiding them in applying ML techniques to materials composition, structure, and performance.
  • Develop and deploy advanced ML models: Oversee the creation, fine-tuning, and deployment of deep learning models, with a focus on materials discovery, synthesis, and performance prediction.
  • Drive innovation in physics-informed AI: Lead the development of physics-based learning architectures, integrating conservation laws, symmetries, and other scientific principles into AI models.
  • Integrate AI tools with lab workflows: Collaborate closely with experimental teams to design AI-driven methods for lab orchestration, experimental assay design, and optimization of synthesis processes.
  • Oversee computational projects: Ensure team members are successfully implementing deep learning architectures for representation learning, generative AI, and quantitative reasoning tools (e.g., LLMs).
  • Strategize on AI-driven discovery: Shape the team’s long-term goals for applying AI to optimize materials discovery, including digital platforms that continually fine-tune models as new data emerges.
  • Communicate findings and strategies: Represent the team’s work to stakeholders through presentations, reports, and technical documentation, ensuring clear communication of complex AI-driven insights.
  • Stay at the forefront of AI and materials science: Keep the team up to date with the latest advancements in AI, ML, and materials research, integrating cutting-edge techniques into the team's approach.
Desired Qualifications
  • Experience with cloud computing services (e.g., AWS) to optimize training and evaluation processes.
  • Familiarity with integrating machine learning into experimental workflows in materials science or chemistry.
  • Knowledge of high-throughput experimental platforms for accelerated discovery.

Flagship Pioneering fosters a culture of groundbreaking advancements in biotechnology, emphasizing an ecosystem approach that synergizes human health and sustainability. Their business model not only focuses on creating transformative products but also incubates leading companies like Moderna and Indigo Agriculture, positioning them at the forefront of scientific innovation and industry leadership. This approach offers employees a unique opportunity to be part of a pioneering team that drives real-world impacts across multiple sectors.

Company Size

201-500

Company Stage

N/A

Total Funding

$10.4B

Headquarters

Cambridge, Maryland

Founded

2000

Simplify Jobs

Simplify's Take

What believers are saying

  • Flagship's collaboration with Cambridge institutions accelerates biotech research and innovation.
  • AI-driven drug discovery complements Flagship's ventures in AI and biotechnology.
  • Flagship's focus on sustainability aligns with the growing importance of sustainable bioengineering.

What critics are saying

  • Increased competition from Trinity Capital may attract talent away from Flagship.
  • Strategic shifts at YourBio Health could impact Flagship's focus or resource allocation.
  • Dependency on Pfizer's expertise may limit Flagship's autonomy in decision-making.

What makes Flagship Pioneering unique

  • Flagship Pioneering systematically creates first-in-category companies in health and sustainability.
  • The company employs an evolutionary methodology to achieve transformational outcomes.
  • Flagship combines innovative capacity, leadership, and capital management in a single enterprise.

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Benefits

Professional Development Budget

Flexible Work Hours

Company News

PR Newswire
Mar 10th, 2025
Flagship Pioneering Unveils Lila Sciences to Build Superintelligence in Science

/PRNewswire/ -- Flagship Pioneering, the bioplatform innovation company, today unveiled Lila Sciences, a company building the world's first scientific...

ABL Advisor
Mar 3rd, 2025
Trinity Capital Expands Life Sciences Presence to East Coast, Appoints Orlando as Managing Director

Trinity Capital announced the appointment of John Orlando as Managing Director of Life Sciences, based in Boston.

Contract Pharma
Feb 19th, 2025
YourBio Health Taps Paul Owen as CEO

Paul Owen has been appointed as Chief Executive Officer of YourBio Health, a pioneer in remote blood collection technology, and CEO-Partner of Flagship Pioneering, a bioplatform innovation company.

PR Newswire
Jan 23rd, 2025
Flagship Pioneering, Cambridge University Health Partners, And Milner Therapeutics Institute Announce Collaboration To Accelerate Biotech Research And Innovation

First of its Kind Scientific Collaboration Will Engage Top Research Institutes in Cambridge, UK with Flagship PioneeringFocus on Scaling and Advancing Flagship's Breakthrough Science and Technologies through the Cambridge Life Sciences EcosystemLONDON, Jan. 23, 2025 /PRNewswire/ -- Flagship Pioneering, the bioplatform innovation company, today announced an agreement with top life science organisations Cambridge University Health Partners (CUHP) and the Milner Therapeutics Institute (MTI) to collaborate to jointly advance breakthrough scientific research and technologies

Genetic Engineering & Biotechnology News
Jan 8th, 2025
Novo Nordisk, Valo Health Ink Expanded Up-to-$4.6B AI Collaboration

The following year, Flagship Pioneering formally announced the launch of privately-held Valo, joining with other undisclosed investors to bring the company's total financing to nearly $100 million.