Full-Time

Senior – Scientist

Machine Learning, Active Learning & Bayesian Optimization

Confirmed live in the last 24 hours

Flagship Pioneering

Flagship Pioneering

201-500 employees

Biotechnology company creating transformative health solutions

No salary listed

Senior, Expert

Cambridge, MA, USA

Category
Applied Machine Learning
Deep Learning
AI & Machine Learning
Required Skills
Python
Tensorflow
Pytorch
Machine Learning
Pandas
NumPy
Requirements
  • Experience with uncertainty quantification, active learning and Bayesian Optimization
  • Experience implementing, evaluating, and hyperparameter tuning small and large supervised models in a Bayesian Optimization context (Gaussian processes, Bayesian Neural Networks) on small and large datasets.
  • Strong experience in at least one ML framework (PyTorch/TensorFlow/Jax) and robust experience in Python data science ecosystem (Numpy, SciPy, Pandas, etc.)
  • Experience using a cloud computing service to reduce runtime to train and evaluate deep learning models
  • PhD in Computer Science, Applied Mathematics, quantitative disciplines with strong focus in ML, or related field
  • Strong self-starter and independent thinker, with strong attention to detail
  • Demonstrated industry experience or academic achievement
  • Excellent communication and presentation skills, capable of conveying technical information in a clear and thorough manner
  • Eager to work with highly skilled and dynamic teams in a fast-paced, entrepreneurial, and technical setting
Responsibilities
  • Design, build and scale supervised ML models for active learning and Bayesian Optimization of materials synthesis and performance
  • Implement best practices and innovate methods for uncertainty quantification
  • Combine datasets of multiple fidelities and sources to power data-driven materials discovery
  • Work with the computational team to identify materials design pathways that target desired functional properties and their synthesis
  • Work with infrastructure and automation teams to transfer data and predictions in real time
  • Work with the experimental team to drive material discovery and development, and build domain-specific acquisition functions.
  • Continually cultivate scientific/technical expertise through critical review of ML literature, attending conferences, and developing relationships with key opinion leaders
  • Report findings to stakeholders and leadership in written reports and verbal presentations.
Desired Qualifications
  • Experience using AWS services
  • Experience with machine learning integration in experiment workflows

Flagship Pioneering focuses on creating and developing biotechnology companies that aim to produce significant advancements in human health and sustainability. The company operates by inventing platform companies, which are designed to generate multiple products that can transform various aspects of health and environmental sustainability. Flagship has successfully launched over 100 scientific ventures since its inception in 2000, and currently manages a diverse ecosystem of more than 40 companies, including notable names like Denali Therapeutics and Indigo Agriculture. What sets Flagship apart from its competitors is its unique approach to fostering a wide range of companies under one umbrella, allowing for collaboration and shared resources. The primary goal of Flagship Pioneering is to drive innovation in biotechnology to improve health outcomes and promote sustainable practices.

Company Size

201-500

Company Stage

N/A

Total Funding

$10.5B

Headquarters

Cambridge, Maryland

Founded

2000

Simplify Jobs

Simplify's Take

What believers are saying

  • Etiome's launch with $50M aims to redefine disease progression detection.
  • Lila Sciences, backed by $200M, automates scientific discovery with AI and robotics.
  • Collaboration with Cambridge University Health Partners accelerates biotech research and innovation.

What critics are saying

  • Increased competition in AI-driven discovery may lead to market saturation.
  • Over-reliance on partnerships could cause strategic misalignments or dependency issues.
  • Rapid technological advancements may challenge Flagship's ability to maintain a competitive edge.

What makes Flagship Pioneering unique

  • Flagship Pioneering creates first-in-category ventures transforming health and sustainability.
  • The company combines innovative capacity with entrepreneurial leadership and capital management.
  • Flagship Pioneering systematically produces pioneering companies through an evolutionary methodology.

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Benefits

Professional Development Budget

Flexible Work Hours

Company News

VC News Daily
Apr 25th, 2025
Etiome Launches With $50M

CAMBRIDGE, MA, Etiome has announced a $50 million financing round from Flagship Pioneering.

Venture Capital
Apr 25th, 2025
Flagship Pioneering Unveils Etiome to Redefine Disease Progression Detection

Flagship Pioneering unveils Etiome to redefine disease progression detection.

Health Technology Insights
Apr 24th, 2025
Flagship Pioneering Unveils Etiome to Pioneer Preemptive Healthcare

Flagship Pioneering, the bioplatform innovation company, unveiled Etiome, a company redefining how Health Technology Insights.

GlobeNewswire
Mar 19th, 2025
Ampersand Biomedicines Raises Series B Financing and Highlights Pipeline Advancements

$65 million in Series B funding secured from investors, including founder Flagship Pioneering and Eli Lilly & Company Two lead programs in...

BioPharmaTrend
Mar 11th, 2025
Lila Sciences Raises $200M to Automate Scientific Discovery with AI and Robotics

Flagship Pioneering has announced the launch of Lila Sciences, a company developing an AI-based platform designed to automate scientific experimentation and discovery.