Develop robust and reproducible machine learning and deep learning tools, to discover target genes associated with human disease.
Position Responsibilities: Develop robust and reproducible machine learning and deep learning tools, to discover target genes associated with human disease. Leverage bioinformatic tools to build and streamline workflows for pre-processing multi-omics data. Design and develop an enterprise grade AI platform integrating disease agnostic machine learning, deep learning and causal inference models. Perform pattern recognition on genomic and medical image data for identifying benign and malignant tissue samples which can be used for precision medicine. Work collaboratively with bioinformaticians and computational statisticians to understand the underlying biology and deliver cutting-edge novel algorithms.
Position Requirements: Master’s degree (or foreign equivalent) in Information Systems or a related field PLUS one (1) year of post-baccalaureate experience in the job offered, or in a related position. Experience must include demonstrable knowledge of: Python; R; Docker; Cloud Computing (AWS) with GPUs; Data Architecture; Data Modeling and Statistical Analysis; Machine Learning approaches such as Supervised, Semi-supervised and Unsupervised learning; Machine Learning/Deep Learning algorithms like Lasso, Ridge, Random Forest, SVM, and Bayesian Networks; Fluency in ML libraries such as TensorFlow, Keras, Edward, Sklearn, Caret; using SQL in writing complex, multi-stage transformations, user-defined functions, stored procedures, and tuning query performance.Apply
EEO Policy Statement: It is the policy of WuXi NextCODE to provide equal employment opportunity (EEO) to all persons regardless of age, color, national origin, citizenship status, physical or mental disability, race, religion, creed, gender, sex, sexual orientation, gender identity and/or expression, genetic information, marital status, status with regard to public assistance, veteran status, or any other characteristic protected by federal, state or local law. In addition, WuXi NextCODE will provide reasonable accommodations for qualified individuals with disabilities.
Improving Lives Through Genomics
WuXi NextCODE is a global genomic data and insights company with operations in Kendall Square, Cambridge, Massachusetts, and in Dublin, Reykjavik and Shanghai.
We serve the world’s leading life sciences companies including biotechnology, pharmaceutical companies and medical research centers. Our partners all use insights from genomic data to improve health. Our capabilities include providing access to population-scale patient cohorts for research, next generation sequencing (NGS) CLIA/CAP GCP labs globally, and a team of the world’s leading A.I. and genomic analysis experts and technologies for organizing, mining and sharing genomic and disease biology data.
Employee Benefits include:
Medical, Dental, and Vision Insurance
Life / Accidental Death & Dismemberment Insurance
Short and Long Term Disability Insurance
Pet Insurance, Legal Insurance
Flexible Spending Account (FSA)
Generous 401(k) Matching Program
Employee Assistance Plan (EAP)
Commuter Reimbursement Program
Employee Referral Bonus Program
Tuition Reimbursement Program
Cell Phone Usage Reimbursement