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Machine Learning Data Engineer

Company: Pfizer
Location: Somerville
Posted on: June 16, 2022

Job Description:

Our WRDM Machine Learning (ML) Research Hub is seeking machine learning data engineers with a background in software engineering, strong technical problem-solving skills, and experience in creating scalable data pipelines and infrastructure for training, validating, and deploying into production ML solutions for broad usage.The successful candidate will work with ML research scientists across WRDM to enable our proprietary data and external datasets to be leveraged for ML modeling. - This will be accomplished by designing and implementing end-to-end data workflows for large-scale data ingestion, processing, tagging, and publishing, with an eye towards improving ML model performance over time. -QualificationsFormal training in Computer Science, Statistics, Applied Mathematics, Chemistry, Physics, a life science discipline, related technical discipline, or relevant practical experience2+ years' programming experience in Python, Java, Scala, C++, or SQL2+ years' experience in software design, development, and algorithm-related solutions for production-grade systems using machine learning2+ years' experience in managing code composed of multi-developer teams, following industry best practicesDeep knowledge of one or more scientific data types (e.g. biomedical images, biomedical text, large-scale, multidimensional 'omics, large- or small- molecule therapeutics, clinical or Real World Data, etc.)Preferred QualificationsMS/PhD + 2 years of relevant research experienceExperience with high performance computing (HPC) environments (SLURM/LSF/SGE schedulers)Familiarity with cloud computing infrastructure including Amazon Web Services (AWS) and distributed computing libraries (e.g. Spark, Hive, Impala, Kafka, etc.)Experience with containerization and orchestration tools (e.g. Docker, Singularity, Airflow, Luigi, Kubernetes, etc)Experience with workflow languages (CWL, WDL, Nextflow, etc.) and data publishing/consumption from modern data warehousing systems /MPP databases (Redshift, Snowflake, BigQuery)Experience with CI/CD and automation tools (Terraform, CloudFormation, Jenkins, Ansible, etc.)Passion and curiosity for data and proven ability to take ideas from prototype to productionTechnologies We Use:Python, Java, C++, Slurm-based on-premise compute clusters, Google Cloud Platform, AWS, Docker, Singularity, Kubernetes, Python (Numpy, Pandas, Dask, PyTorch, TensorFlow, sci-kit learn, RDKit, Weights and Biases, etc.)Additional Posting Information Eligible for Employee Referral Bonus#LI-PFEPfizer requires all U.S. new hires to be fully vaccinated for COVID-19 prior to the first date of employment. - As required by applicable law, Pfizer will consider requests for Reasonable Accommodations.Sunshine ActPfizer reports payments and other transfers of value to health care providers as required by federal and state transparency laws and implementing regulations. - These laws and regulations require Pfizer to provide government agencies with information such as a health care provider's name, address and the type of payments or other value received, generally for public disclosure. - Subject to further legal review and statutory or regulatory clarification, which Pfizer intends to pursue, reimbursement of recruiting expenses for licensed physicians may constitute a reportable transfer of value under the federal transparency law commonly known as the Sunshine Act. - Therefore, if you are a licensed physician who incurs recruiting expenses as a result of interviewing with Pfizer that we pay or reimburse, your name, address and the amount of payments made currently will be reported to the government. - If you have questions regarding this matter, please do not hesitate to contact your Talent Acquisition representative.EEO & Employment EligibilityPfizer is committed to equal opportunity in the terms and conditions of employment for all employees and job applicants without regard to race, color, religion, sex, sexual orientation, age, gender identity or gender expression, national origin, disability or veteran status. - Pfizer also complies with all applicable national, state and local laws governing nondiscrimination in employment as well as work authorization and employment eligibility verification requirements of the Immigration and Nationality Act and IRCA. - Pfizer is an E-Verify employer.Information & Business TechSummaryLocation: United States - Connecticut - Groton; United States - California - La Jolla; United States - Massachusetts - CambridgeType: Full time

Keywords: Pfizer, Somerville , Machine Learning Data Engineer, Engineering , Somerville, Massachusetts

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