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The Staff Associate I in the AlQuraishi Lab will be assisting computational scientists in designing algorithms for designing new proteins and predicting the function of proteins using deep learning algorithms operating on the structure of proteins and biomolecules.
Duties
50%: Contribute to the design of machine learning algorithms for protein design and function
50%: Contribute to the curation of datasets for performing machine learning
Functional Knowledge
Use of lab-specific computational tools and pipelines for machine learning
Data analysis and applied machine learning tools
Basic knowledge of Bioinformatics and Protein Biology
· Ability to understand research questions and apply proposed solutions, including application of quantitative frameworks to generate quantitative solutions
Decision Making/Autonomy (Must equal 10)
Level of supervision required, on a scale of 1 (least) to 10 (most) ? #3
Degree of independent judgment expected, on a scale of 1 (least) to 10 (most) ? #7
Leadership
To be able to effectively plan activities, dividing complex projects into specific tasks
To work effectively and collaboratively with a highly multidisciplinary team
To be able to cooperate effectively with experts from diverse scientific backgrounds, including life scientists, physicists, computer scientists and engineers
Technical Expertise
Computer languages and environments: Python, PyTorch
Understanding of commonly used computational pipelines developed for protein analysis
Ability to generate machine learning algorithms using PyTorch
Ability to perform data analysis in the context of protein structure and design
Bachelor?s degree in computational biology, computer science, biochemistry, or related field
1-2 years of experience in computational systems biology and machine learning
Technical Expertise
Computer languages and environments: Python, PyTorch
Understanding of commonly used computational pipelines developed for protein analysis
Ability to generate machine learning algorithms using PyTorch
Ability to perform data analysis in the context of protein structure and design
Communication Skills
Excellent oral and written English communication
Excellent communication of science-related topics, including computational biology, systems biology, protein structure and engineering
Ability to present scientific research to both experts and non-experts in the field
Please upload your CV.
Columbia University is an Equal Opportunity Employer / Disability / Veteran
Pay Transparency Disclosure
The salary of the finalist selected for this role will be set based on a variety of factors, including but not limited to departmental budgets, qualifications, experience, education, licenses, specialty, and training. The above hiring range represents the University?s good faith and reasonable estimate of the range of possible compensation at the time of posting.
Columbia University is one of the world's most important centers of research and at the same time a distinctive and distinguished learning environment for undergraduates and graduate students in many scholarly and professional fields. The University recognizes the importance of its location in New York City and seeks to link its research and teaching to the vast resources of a great metropolis. It seeks to attract a diverse and international faculty and student body, to support research and teaching on global issues, and to create academic relationships with many countries and regions. It expects all areas of the university to advance knowledge and learning at the highest level and to convey the products of its efforts to the world.