Associate Data Scientist, Genomics and Deep Learning

Associate Data Scientist, Genomics and Deep Learning

Illumina
Not Specified
Not Specified

Job Description



Candidates wishing for flexibility to work remotely from other Singapore locations may also be considered on a case-by-case basis.

Overview

Since 2001, the cost of DNA sequencing has dropped more than 100,000-fold, from $100,000,000 USD per human genome to less than $600 USD today. This is resulting in explosive growth of genomics data, which we are combining with machine learning for data-driven agriculture, cancer treatment, reproductive health, and other life-changing applications.

Our Exceptional AI Researchers Are Unlocking The Power Of The Genome

Illumina is the largest developer, manufacturer, and marketer of life science tools and integrated systems for large-scale analysis of genetic variation and function.
  • Accelerate demand for Illumina sequencing technology
  • Make AI a core part of our company by enabling new business directions and improving processes
  • Enable personalized medicine

As a member of Illumina's Artificial Intelligence Lab, you will be part of an international collaboration between AI researchers and bioinformaticians in the US, UK, and Singapore. Algorithms and models will be published in peer-reviewed journals, as software products, and as patents. This will increase the accuracy, throughput, and reproducibility of genome interpretation, thereby removing barriers to the clinical adoption of whole-genome sequencing.

About You

Bachelors or masters degree in computer science, genomics, bioinformatics, statistics, applied mathematics, or other quantitative discipline. Academic publications highly recommended.

Requirements
  • Experience with data science tools, such as NumPy, Pandas, and SciKit-Learn, including applications to bioinformatics and statistics.
  • Experience with programming languages used in data science, such as Python, C++, and R, and deep learning frameworks, such as PyTorch, TensorFlow, Keras, and Sonnet.
  • Experience in high-utility areas of machine learning, such as computational biology, computer vision, natural language processing, and reinforcement learning.
  • Excellent communication skills.

About Us

The role is based at Illumina's purpose-built facility located in Woodlands, Singapore. Hours are flexible and requests for full or partial remote working will be considered on a case-by-case basis. Candidates wishing to work remotely may also be considered. You will collaborate closely with AI researchers as part of the global AI lab team in the US, UK, and Singapore.

At Illumina, you can expect a highly competitive salary accompanied by a market-leading benefits package. You will be part of the global leader in the DNA sequencing industry, where you will find robust growth opportunities and career development.

Our team members are bright, energetic, and dedicated - they are the driving force behind our innovation and impact. To attract the best and brightest, we offer a competitive employee benefits program. We view it as a smart investment in our people, one that recognizes the tremendous value they bring to our business every day. At Illumina, we push boundaries. We think beyond the conventional. We dream big. With the energy of so many bright and accomplished people, the opportunities are endless.Concerns regarding COVID-19 continue as positive cases are experienced in the communities in which we operate. Please be aware that, as a condition of employment, Illumina may require proof of COVID vaccination in accordance with local statutory requirements (subject to limited exceptions) beginning November 1, 2021.Illumina believes that everyone has the ability to make an impact, and we are proud to be an equal opportunity employer committed to providing employment opportunity regardless of sex, race, creed, color, gender, religion, marital status, domestic partner status, age, national origin or ancestry, physical or mental disability, medical condition, sexual orientation, pregnancy, military or veteran status, citizenship status, and genetic information.

About Illumina

Illumina, Inc. is an American company. Incorporated on April 1, 1998, Illumina develops, manufactures, and markets integrated systems for the analysis of genetic variation and biological function. The company provides a line of products and services that serves the sequencing, genotyping and gene expression, and proteomics markets. Its headquarters are located in San Diego, California.

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