Pooled screening of RNA libraries to advance ML design

The Pooled Screening of RNA Libraries role at Inceptive is all about creating high-throughput assays to evaluate RNA functionality and utilizing data to improve AI-based therapeutic RNA designs. You will collaborate with diverse team members, generate and analyze data, and apply your expertise in molecular biology and cellular techniques.

To qualify for the Pooled Screening of RNA Libraries position at Inceptive, candidates should possess a PhD along with postdoctoral experience or at least two years in a relevant biotech role. A solid background in molecular and cellular biology, coupled with hands-on experience in multiplexed assays and data analysis, is essential to thrive in this position.

Preferred skills for the Pooled Screening of RNA Libraries job at Inceptive include experience in synthetic biology, a strong understanding of RNA biology and biochemistry, and familiarity with next-generation sequencing platforms like Illumina and Oxford Nanopore. Skills in data visualization, statistical analysis in Python, and experience with large 'omics databases are also highly valued.

Inceptive promotes a collaborative environment for the Pooled Screening of RNA Libraries role through its antedisciplinary team model, encouraging team members to learn from each other’s expertise. By bridging gaps between biology and computation, team members work together to design experiments that push the boundaries of biotechnology.

Inceptive provides a comprehensive professional development plan for the Pooled Screening of RNA Libraries position, which includes access to educational resources such as EdX and Hone. Additionally, there is a budget for attending relevant conferences, workshops, and other learning opportunities to foster continuous growth.

When answering this question, be specific about the types of high-throughput assays you've developed or worked with. Highlight any relevant techniques, such as pooled genetic screens or multiplexed assays, and describe how your contributions impacted the outcomes or efficiency of RNA analysis.

Discuss your ability to adapt experimental conditions based on preliminary results, and highlight your analytical skills. Mention the importance of using quantitative data to drive decisions, and give examples of specific adjustments you've successfully implemented in past projects.

Share any previous experiences where you integrated machine learning approaches while working on RNA projects. Discuss how data generated from experiments informed model development and how you analyzed the results to improve therapeutic RNA designs.

Illustrate your communication skills and your openness to learning from others' perspectives. Discuss past team experiences where collaboration led to innovative solutions, emphasizing your willingness to embrace diverse methodologies in a project.

Provide details about specific sequencing technologies you have utilized, such as Illumina or Oxford Nanopore. Describe how you handled library preparation, data generation, and analysis, explaining how these experiences are relevant to screening RNA libraries.

Share examples of the types of biological datasets you have analyzed, such as sequencing data, throughput metrics, or functional assays. Highlight the software and statistical tools you used and how they contributed to deriving meaningful conclusions from the data.

Convey your passion for continual learning by mentioning journals, conferences, and online resources you follow. Discuss how you apply new knowledge to your work, promoting innovation in the field of RNA research and contributing to your team's efforts.

Utilize this question to showcase your problem-solving skills. Describe a specific problem related to RNA screening or biological data analysis, detailing your approach, the solutions you implemented, and the outcomes achieved.

Discuss the tools and visualization software you are familiar with and emphasize your ability to convey complex results in a clear and impactful way. Offer examples of how your visual communication has improved understanding among team members or stakeholders.

Highlight specific qualifications and experiences that align closely with the job requirements. Reflect on your passion for biotechnological innovation and how your unique skills can contribute to Inceptive's mission of advancing healthcare through RNA research.