Staff Bioinformatics Scientist (image/signal Processing)

Woodlands, Singapore, Singapore

Job Description


What if the work you did every day could impact the lives of people you know? Or all of humanity?

At Illumina, we are expanding access to genomic technology to realize health equity for billions of people around the world. Our efforts enable life-changing discoveries that are transforming human health through the early detection and diagnosis of diseases and new treatment options for patients.

Working at Illumina means being part of something bigger than yourself. Every person, in every role, has the opportunity to make a difference. Surrounded by extraordinary people, inspiring leaders, and world changing projects, you will do more and become more than you ever thought possible.

Staff Bioinformatics Scientist -- Image and/or Signal Processing

Position Summary:

Illumina\xe2\x80\x99s Primary Analysis team specializes in designing algorithms and developing software to process the images that capture genomic data. Algorithmic challenges in this area include handling new imaging modalities, visualizing sequencing performance, developing algorithms for novel assays, and improving the quality of base calling from an image. Implementation challenges include managing parallel tasks, optimizing memory accesses, and improving the speed and accuracy of base calling. We develop methods to address these challenges by focusing on high reliability, speed, and completeness of results. We are seeking an exceptional individual to join our team in developing analysis solutions for use by researchers and clinicians worldwide.

Responsibilities:

Design, prototype, and implement computational algorithms that utilize both statistical and machine learning approaches

Optimization of software at the design, algorithm, and source code level

Deep collaboration with other teams to ensure a smooth, end-to-end workflow with external organizations

Technical leadership and technical representation of the team within applicable projects

Requirements:

Experience with image and/or signal processing algorithms and techniques

Strong background in developing production-grade software

Experience with C++,C# is highly preferred, but other languages will also be considered (Minimum: intermediate level with understanding of object-oriented design)

Understanding of how to design algorithms and how to develop software

Familiarity with applying statistical approaches and machine learning

Strong problem-solving skills

Personal initiative and ability to work effectively as part of a team

Superior written and verbal communication skills

Desired:

Understanding of real-time systems

Experience with high-performance computing and big data

Experience with multi-threading and memory management techniques

Proficient with tools for software performance analysis and optimization

Familiarity with Agile software development processes (e.g. Scrum)

Experience with using version control systems such as Git

Education:

Master\xe2\x80\x99s degree or PhD in bioinformatics, biology, engineering, physical sciences, computer science, mathematics, statistics, or equivalent.

Experience:

Typically requires a minimum of 8 years of related experience with a Bachelor\xe2\x80\x99s degree; or 6 years and a Master\xe2\x80\x99s degree; or a PhD with 3+ years of experience; or equivalent experience

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.

Illumina

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Job Detail

  • Job Id
    JD1343721
  • Industry
    Not mentioned
  • Total Positions
    1
  • Job Type:
    Full Time
  • Salary:
    Not mentioned
  • Employment Status
    Permanent
  • Job Location
    Woodlands, Singapore, Singapore
  • Education
    Not mentioned