Post Doc Scientist, Structural Biology and Chemistry
About this role
Job Title: Post Doc Scientist, Structural Biology and Chemistry
Job Location:
Job Location Type: Remote
Job Contract Type: Full-time
Job Seniority Level:
Job Description
At Gilead, we’re creating a healthier world for all people. For more than 35 years, we’ve tackled diseases such as HIV, viral hepatitis, COVID-19 and cancer – working relentlessly to develop therapies that help improve lives and to ensure access to these therapies across the globe. We continue to fight against the world’s biggest health challenges, and our mission requires collaboration, determination and a relentless drive to make a difference.
Every member of Gilead’s team plays a critical role in the discovery and development of life-changing scientific innovations. Our employees are our greatest asset as we work to achieve our bold ambitions, and we’re looking for the next wave of passionate and ambitious people ready to make a direct impact.
We believe every employee deserves a great leader. People Leaders are the cornerstone to the employee experience at Gilead and Kite. As a people leader now or in the future, you are the key driver in evolving our culture and creating an environment where every employee feels included, developed and empowered to fulfil their aspirations. Join Gilead and help create possible, together.
Job Description
At Gilead our pursuit of a healthier world for all people has yielded a cure for hepatitis C, revolutionary improvements in HIV treatment and prevention as well as advancements in therapies for viral and inflammatory diseases and certain cancers.
We set and achieve bold ambitions in our fight against the world’s most devastating diseases, united in our commitment to confronting the largest public health challenges of our day and improving the lives of patients for generations to come. As a Post Doctoral Scientist at Gilead, you will support the Structural Biology and Chemistry department; working on AI/ML for Small Molecule Drug Discovery. A highly motivated, attentive and self-driven postdoctoral researcher candidate will join the Computational Modeling Group as part of a three-year postdoctoral training program
The successful candidate will work at the forefront of innovation by utilizing cutting-edge AI/ML-based technologies.
***This is a three year fixed-term postdoctoral position.***
Responsibilities:
Detailed evaluation and analysis of AI tools and ML models which can be impactful for various stages of Small Molecule Drug Discovery, from hit identification through hit-to-lead to lead optimization.
The postdoctoral researcher is expected to clearly communicate these findings via internal Gilead and external presentations, as well as through publishing in high-impact journals.
Essential Functions:
Utilizing the rich set of historical Gilead data and structures, evaluate co-folding tools, potency models and ADME models in partnership with other Computational Chemists and AI/ML Scientists.
Implement and analyze methods used to enable virtual screening of ultra-large libraries, including but not limited to Active Learning and Thompson Sampling.
Investigate the feasibility of utilizing machine learning models to predict properties of heterobifunctional degraders (EPSA, permeability, etc.) using either SMILES strings or three-dimensional conformational ensembles as starting points.
Knowledge, Experience, and Skills:
Knowledge of machine learning architectures relevant to chemistry and structural biology.
Strong programming skills in Python and proficiency with ML frameworks.
Ability to design, implement and evaluate robust model validation strategies, including uncertainty quantification and applicability domain assessment.
Expertise with cheminformatics toolkits such as RDKit, OpenEye or Schrodinger desired.
Excellent communication skills (both verbal and technical) and interpersonal skills.
Must think critically and creatively and be able to work independently, determine appropriate resources for resolution of problems and have strong organizational and planning skills.
Requirements:
Ph.D. and 0+ years of relevant research experience with deep expertise in AI/ML as applied to drug discovery and/or in Computational Chemistry.
People Leader Accountabilities:
Create Inclusion - knowing the business value of diverse teams, modeling inclusion, and embedding the value of diversity in the way they manage their teams.
Develop Talent - understand the skills, experience, aspirations and potential of their employees and coach them on current performance and future potential. They ensure employees are receiving the feedback and insight needed to grow, develop and realize their purpose.
Empower Teams - connect the team to the organization by aligning goals, purpose, and organizational objectives, and holding them to account. They provide the support needed to remove barriers and connect their team to the broader ecosystem.
For jobs in the United States:
Gilead Sciences Inc. is committed to providing equal employment opportunities to all employees and applicants for employment, and is dedicated to fostering an inclusive work environment comprised of diverse perspectives, backgrounds, and experiences. Employment decisions regarding recruitment and selection will be made without discrimination based on race, color, religion, national origin, sex, age, sexual orientation, physical or mental disability, genetic information or characteristic, gender identity and expression, veteran status, or other non-job related characteristics or other prohibited grounds specified in applicable federal, state and local laws. In order to ensure reasonable accommodation for individuals protected by Section 503 of the Rehabilitation Act of 1973, the Vietnam Era Veterans' Readjustment Act of 1974, and Title I of the Americans with Disabilities Act of 1990, applicants who require accommodation in the job application process may contact for assistance.
For more information about equal employment opportunity protections, please view the 'Know Your Rights' poster.
NOTICE: EMPLOYEE POLYGRAPH PROTECTION ACT
YOUR RIGHTS UNDER THE FAMILY AND MEDICAL LEAVE ACT
Gilead Sciences will not discharge or in any other manner discriminate against employees or applicants because they have inquired about, discussed, or disclosed their own pay or the pay of another employee or applicant. However, employees who have access to the compensation information of other employees or applicants as a part of their essential job functions cannot disclose the pay of other employees or applicants to individuals who do not otherwise have access to compensation information, unless the disclosure is (a) in response to a formal complaint or charge, (b) in furtherance of an investigation, proceeding, hearing, or action, including an investigation conducted by the employer, (c) consistent with the legal duty to furnish information; or (d) otherwise protected by law.
Our environment respects individual differences and recognizes each employee as an integral member of our company. Our workforce reflects these values and celebrates the individuals who make up our growing team.
Gilead provides a work environment free of harassment and prohibited conduct. We promote and support individual differences and diversity of thoughts and opinion.
For Current Gilead Employees and Contractors:
Please apply via the Internal Career Opportunities portal in Workday.
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Originally posted on Himalayas
