Degree in Chemical Engineering
Degree in Computational Biology
Degree in Computer Engineering
Automation, Data science techniques, Data structuring, Effective communication skills, Machine learning techniques, Python Programming, PyTorch, TensorFlow
Software Engineering | Automation Engineering | Finance & Operations | Machine Learning | Research & Development | Product Management
Aether's Machine Learning (ML) team is spearheading innovation in the field of enzyme engineering by capitalizing on advanced computational methodologies. Faced with the intricate and multidimensional challenges of enzyme engineering, the ML team employs a suite of refined data-cleaning algorithms to meticulously curate and preprocess extensive volumes of experimental data. By deploying state-of-the-art predictive models, the team has the capability to accurately predict enzyme-substrate interactions, uncover novel enzymatic activities, and optimize enzyme performance across diverse experimental conditions. Furthermore, by utilizing cutting-edge multi-objective search and optimization algorithms, the ML team can concurrently navigate multiple solution spaces, adeptly navigating trade-offs between conflicting objectives to engineer optimal enzyme designs. Aether's innovative fusion of data science and biotechnology is facilitating the creation of pioneering solutions that address pressing challenges within the biotech industry and unleash the boundless potential of enzymes for a wide array of applications.
We are seeking an experienced and highly motivated Data Scientist to join our ML team and contribute to the cutting-edge field of protein and enzyme design. In this role, you will be responsible for developing novel machine learning models, particularly diffusion models and latent language models (LLMs), to advance the design and engineering of proteins and enzymes. Your work will play a pivotal role in driving the innovation and success of our enzyme engineering projects.
You will BRING to this role:
What to expect:
Life at Aether:
Our company values diversity and believes diverse teams make innovation possible. We work on complex, difficult problems with no linear or clear solutions. We believe that a diverse team can bring different perspectives and approaches, and whose experiences reflect the full set of clients we seek to serve. As such, Aether Biomachines, Inc. is committed to a diverse representation among our employees. Legal authorization to work in the U.S. is required. Aether Bio may agree to sponsor an individual for an employment visa now or in the future if there is a shortage of individuals with particular skills for this job. In compliance with federal law, all persons hired will be required to verify identity and eligibility to work in the United States and to complete the required employment eligibility verification form upon hire. This position is based in our California location.
This is the pay range for this position that we reasonably expect to pay. Individual compensation is based on various factors, including experience, education, skillset, and geographic location. This range is for the SF Bay Area, California location, and may be adjusted to the labor market in other geographic areas.
SF Bay Area Pay Range
Aether Biomachines is on a mission to build the post-scarcity future using peptide based nanotechnology as the driving force for the next industrial revolution. By creating the world's most advanced high-throughput robotic laboratory, we are generating data at unprecedented scales to fuel deep learning algorithms. We're assembling a diverse and dynamic team of self-starters, engineers, sci-fi enthusiasts, and visionaries, and we invite you to joi