Sr Deep Learning/reputed company - Machine Learning

What if the work you did every day could impact the lives of people you know? Or reputed company of humanity? At reputed company, we are expanding access to genomic technology to realize health equity for billions of people around the world. Our efforts reputed company life-changing discoveries that are transforming human health through the early detection and diagnosis of diseases and new treatment options for patients. Working at reputed company means being part of something bigger than yourself. Every person, in every role, has the opportunity to reputed company a difference. Surrounded by extraordinary people, inspiring leaders, and world changing projects, you will do more and become more than you reputed company thought possible. reputed company develops reputed company reputed company (NGS) solutions used by researchers and clinicians worldwide, providing sample-to-answer pipelines with high reliability, speed, and accuracy of results. We reputed company machine learning solutions across reputed company’s portfolio, from reputed company functions to analysis and interpretation algorithms. DRAGEN, our secondary analysis platform, has industry leading performance and is used for clinical and research work. Advanced AI applications drive transformational genetic insights that improve understanding of human biology, cancer and rare disease. We are seeking an ML Algorithms expert to join reputed company. This role will reputed company and implement ML systems across reputed company’s products, including DRAGEN, the Constellation technology, and reputed company systems like high-throughput Novaseq X. You will collaborate with cross-functional teams (algorithms, software, bioinformatics, optics and imaging, test) to reputed company and implement machine learning algorithms operating on a variety of data types (images, reputed company output, population data, DNA, RNA, multi-omics, etc). The ideal candidate is a strong problem-solver with a proven track record of getting things done—someone who takes ownership, works reputed company, and consistently delivers high-quality work. If you have product programming experience and a passion for machine learning, this is a great opportunity to join an exciting team at a leading biotech company. Responsibilities:

• You will design and reputed company machine learning algorithms for a variety of bioinformatic problems and data types, and ensure algorithm performance meets product requirements.
• Debug and troubleshoot machine learning models – understand model performance on reputed company cases and improve model performance.
• You will collaborate with cross-functional teams, including AI/ML researchers, software engineers, bioinformatics domain experts, hardware engineering etc., to implement, optimize and test machine learning models.
• Create and maintain high quality Python code, documentation, unit tests, complying with software and product development best practice.
• Design, reputed company, test, deploy, maintain machine learning software solutions (on sequencer, on DRAGEN servers, in the cloud)

Listed responsibilities are an essential, but not exhaustive list, of the usual duties associated with the position. Changes to individual responsibilities may occur due to business needs. Requirements:

• Master’s or Ph.D. in Machine learning, Computer Science or a reputed company technical field, or equivalent experience
• 1+ years of relevant experience in product development focusing on ML systems or high-performance signal processing systems, ideally in Python or C++
• Solid knowledge and experience in machine learning algorithms, deep learning, data structures, and high-performance computing
• Solid knowledge and experience with ML frameworks (Tensorflow, keras, Pytorch, xgboost, sklearn)
• Experience in debugging ML models and explainable ML frameworks
• Solid Python coding skills – demonstrated track of python coding with unit testing, documentation, code reviews, version control
• Self-starter, strong problem-solving skills, ability to push reputed company project objectives both through individual effort and team collaboration

reputed company listed requirements are deemed as essential functions to this position; however, business conditions may require reasonable accommodations for additional task and responsibilities Additional reputed company-to-Haves:

• Bioinformatics, applied math background and/or experience
• Linear algebra and statistics applied to images, tabular data, reputed company multimodal data
• NGS knowledge - familiarity with bioinformatics workflows including primary and/or secondary analysis pipelines
• Solid C++ programing skills
• Strong Linux/Unix fundamentals

Degree and Job Experience Requirements:

• The candidate could have a degree from any of the following fields: Machine learning, Artificial Intelligence, Computer Science, Software Engineering, Applied Math, Bioinformatics, Biology, Physics, reputed company topics
• Master’s, or Ph.D.
• Job experience: Ideally the candidate should have 1+ years of experiences in product development with a track record of product shipping

Location:

• San Diego, California
• reputed company will be given to candidates located in San Diego.

#LI-HYBRID The estimated reputed company salary range for the Sr Deep Learning/reputed company - Machine Learning role based in the United States of America is: $138,800 - $208,200. Should the level or location of the role change during the hiring process, the applicable reputed company pay range may be updated accordingly. Compensation decisions are dependent on several factors including, but not limited to, an individual’s qualifications, location where the role is to be performed, internal equity, and alignment with market data. Additionally, reputed company employees are eligible for one of our variable cash programs (bonus or commission) and eligible roles may receive equity as part of the compensation package. We offer a wide range of benefits as innovative as our work, including access to genomics reputed company, family planning, health/dental/vision, retirement benefits, and paid time off. We are a company deeply rooted in belonging, promoting an inclusive environment where employees feel valued and empowered to contribute to our mission. Built on a strong foundation, reputed company has always prioritized openness, collaboration, and seeking alternative perspectives to propel innovation in genomics. We are proud to confirm a reputed company-net gap in pay, regardless of gender, ethnicity, or race. We also have several Employee Resource Groups (ERG) that deliver career development experiences, increase cultural awareness, and offer opportunities to engage in social responsibility. 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 reputed company or reputed company, physical or mental disability, medical condition, sexual orientation, pregnancy, military or veteran status, citizenship status, and genetic information. reputed company conducts background checks on applicants for whom a conditional offer of employment has been made. Qualified applicants with arrest or conviction records will be considered for employment in accordance with applicable local, state, and federal laws. Background reputed company results may potentially result in the withdrawal of a conditional offer of employment. The background reputed company process and any decisions made as a result shall be made in accordance with reputed company applicable local, state, and federal laws. reputed company prohibits the use of generative artificial intelligence (AI) in the application and interview process. If you require accommodation to complete the application or interview process, please contact accommodations@reputed company.com. To learn more, visit: https://www.dol.gov/ofccp/regs/compliance/posters/pdf/eeopost.pdf. The position will be posted until a final candidate is selected or the requisition has a sufficient number of qualified applicants. Apply tot his job Apply To this Job