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    Quantitative Research Engineer - Chicago, United States - Abs Data

    Abs Data
    Abs Data Chicago, United States

    3 weeks ago

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    Description

    Job title:
    Quantitative Research Engineer


    Company:
    Northwestern Medicine

    Job description :

    Important Update:
    At Northwestern Medicine safety is always a top priority.

    In response to the COVID-19 pandemic, Northwestern Medicine has moved to a more virtual recruitment process including telephone and video interviews to help ensure the health and safety of our employees, candidates, and communities.

    Also, some hiring activities may be delayed or suspended in certain geographic areas and job categories. . X

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    Information Services, Chicago, Illinois, United States

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    Quantitative Research Engineer Location Chicago, Illinois Business Unit Northwestern Medicine Corporate Job REQID Job Function Information Technology Shift Day Job (1st)

    Benefits

    $10,000 Tuition Reimbursement per year ($5,700 part-time)

    $10,000 Student Loan Repayment ($5,000 part-time)

    $1,000 Professional Development per year ($500 part-time)

    $250 Wellbeing Fund per year($125 for part-time)

    Annual Employee Merit Increase and Incentive Bonus

    Paid time off and Holiday pay

    Description


    The Quantitative Research Engineer reflects the mission, vision, and values of NM, adheres to the organization's Code of Ethics and Corporate Compliance Program, and complies with all relevant policies, procedures, guidelines and all other regulatory and accreditation standards.

    The Research and Development Engineer is responsible for developing technology that impactful. Focuses on solving real- world problems that will work seamless with the end user.


    Responsibilities:
    Design software and hardware solutions in a team-based environment.

    Working closely with the end user to support and improve workflows.

    Stay current on development tools, programming techniques and computing equipment; participating in educational opportunities; reading professional publications.

    Qualifications


    Required:


    Bachelor's degree in Computer Science, Engineering, Mathematics, Physics, or related technical field or Master's related to healthcare with some technical background.

    Experience working directly in software development, ML/AI, or healthcare related field.

    Excellent written and verbal communication skills

    Comfort meeting with range of technical and clinical staff.


    Experience and proficiency with:
    Manipulating a broad range of data types (e.g. text, 2D images, time series data)

    Traditional ML techniques (gradient descent, decision trees, etc.)

    High-level machine learning APIs (Pytorch, JAX, Tensorflow)

    Design and optimization of data pipelines

    Python (or similar Object-Oriented language) or C.

    git/Github

    Containers


    Preferred:
    Advanced degree in Computer Science, Engineering, Mathematics, Physics, or related technical field

    Experience with a range of data types and manipulations

    Multimodal unstructured data (text, 2D images, video, 3D/4D tomographic imagery, waveforms, time series, sparse data)

    Understanding of how to write optimized data queries (SQL, NoSQL, legacy formats)


    ML/AI tools and methods:
    ML/AI optimization for training (distributed and others) and inference (ONNX)

    Deep neural network architectures (transformers, convolutional neural networks, recurrent neural networks, etc.)

    Design and optimization of high throughput data pipelines and computer infrastructure

    Low-level hardware programming (C, C++, Rust, assembly, Verilog/VHDL)

    Network design and infrastructure

    Containerization platforms and orchestration infrastructure (Docker, Kubernetes)

    Hybrid cloud infrastructure combining on-and-off prem high performance computing.

    Data and infrastructure security

    Domain specific tooling

    Weights & Biases/Tensorboard, unit testing methodologies, management of large code bases.

    Ability to robustly document solutions, including diagrams, charts, etc.

    Integrating code base with standardized documentation platforms (Sphinx)

    Healthcare

    Health care data experience (PHI/HIPAA, HL7 FHIR)

    Familiarity with FDA regulation

    Applied clinical experience.

    Equal Opportunity


    Northwestern Medicine is an affirmative action/equal opportunity employer and does not discriminate in hiring or employment on the basis of age, sex, race, color, religion, national origin, gender identity, veteran status, disability, sexual orientation or any other protected status.

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    Nursing Opportunities

    Benefits

    Information Services Careers


    Northwestern Medicine is an affirmative action/equal opportunity employer and does not discriminate in hiring or employment on the basis of age, sex, race, color, religion, national origin, gender identity, veteran status, disability, sexual orientation or any other protected status.

    Contact us if you need any further information about NM Nursing Careers at .

    We are committed to providing reasonable accommodations to qualified individuals with disabilities.

    To request a reasonable accommodation at any step in our application or interviewing process, please email and a Human Resources representative will connect with you to discuss next steps.

    2023 by Northwestern Medicine and Northwestern Memorial HealthCare.

    Northwestern Medicine is a trademark of Northwestern Memorial HealthCare, used by Northwestern University.


    Expected salary :

    Location :
    Chicago, IL


    Job date :
    Thu, 19 Oct :36:59 GMT

    #Quantitative #Research #Engineer

    Apply for the job now

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