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Data Science Associate

Employer
Gilead Sciences, Inc.
Location
Raleigh, NC
Start date
May 21, 2023

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Job Details

Data Science Associate
United States - North Carolina - Raleigh

Gilead Sciences, Inc. is a research-based bio-pharmaceutical company that discovers, develops and commercializes innovative medicines in areas of unmet medical need. With each new discovery and investigational drug candidate, we seek to improve the care of patients living with life-threatening diseases around the world. Gilead’s therapeutic areas of focus include HIV/AIDS, liver diseases, cancer and inflammation, and serious respiratory and cardiovascular conditions.

Making an impact on a global scale
Inclusion is one of the company’s five core values. That’s because we know that we are stronger and more innovative at Gilead when we are informed by a diverse set of backgrounds, experiences and points of view. Gilead Sciences is a biopharmaceutical company that discovers, develops and commercializes innovative therapeutics in areas of unmet medical need. The company's mission is to advance the care of patients suffering from life-threatening diseases worldwide.

When you join Gilead, you join our mission to change the world by enabling people to live healthier and more fulfilling lives. Come join a mission-driven bio-pharmaceutical organization that values inclusion and diversity, has a strong portfolio of products, and is constantly #CreatingPossible

For Current Gilead Employees and Contractors:

Please log onto your Internal Career Site to apply for this job.


Job Description



Gilead Sciences, Inc. is a biopharmaceutical company that has pursued and achieved breakthroughs in medicine for more than three decades, with the goal of creating a healthier world for all people. The company is committed to pursuing scientific invention to prevent and treat life-threatening diseases, including HIV, viral hepatitis and cancer. Gilead has operations in more than 35 countries worldwide, with headquarters in Foster City, California.

You will be part of a team that is helping millions of people live healthier, more fulfilling lives. We are a close community where every individual matters and everyone has a chance to enhance their skills through ongoing development. Inclusion is one of our core values, which means we are creating and fostering a work environment where our differences are valued, and everyone feels respected and empowered to bring their authentic selves to work. By joining Gilead, you will further our mission to discover, develop and deliver innovative therapeutics for people with life-threatening diseases.

The Gilead Business Services center in Raleigh's Research Triangle region will be home to some of the company's critical shared service teams in North America, including Information Technology, Global Financial Solutions, HR Operations and Procurement Services Desk. These functions provide the necessary support to ensure Gilead's business runs effectively and efficiently. The center will also be a catalyst for standardization of processes, digital transformation and technology optimization.

Essential Job Functions

  • Deliver Data Science solutions across business domains such as Finance, HR, Operations, Compliance, Legal, Sales, Marketing, R&D and Pharma Drug Manufacturing (PDM)

  • Build Conversational AI, Predictive & Prescriptive Analytics, Anomaly Detection & Diagnostic Analytics, Forecasting, Preventive Maintenance and Edge Inference solutions

  • Design Conversational AI flows, Chatbots/Conversational Agents, and improve Conversational experience

  • Develop, implement and optimize Data Science solutions on AI/ML platform built on AWS/Databricks, using Machine Learning, Deep Learning and NLP frameworks, libraries and platforms

  • Build Data Prep and Data Engineering workflows to come up with high quality data sets for AI/ML use cases

  • Develop Feature Sets and Composite Features

  • Train and Build AI/ML Models

  • Optimize Model Performance to achieve desired accuracy and minimize errors

  • Visualize Model predictions

    Basic Qualifications

  • Master's Degree with Data Science, Math or Statistics major with 2 years of experience

  • PhD in Statistics or Data Science with 0-1 years of experience

    Preferred Qualifications

  • Proficiency in Conversational AI solutions that include LLMs, Chatbots, Conversational AI flows, Semantic Search, NLP, Sentiment analysis, Named Entity Recognition, Text Classification, Speech recognition/ASR

  • Excellent understanding of Supervised, Unsupervised and Reinforcement learning techniques, Dimensionality Reduction techniques, and algorithms such as Linear regression, Logistic regression, Linear/Quadratic discriminant analysis, PCA, SVM, K-Means, Hierarchical clustering, K-Nearest Neighbors, Decision Trees, Gradient-boosting trees, Random Forests, Naive Bayes; Neural networks such as CNNs, RNN, LSTMs; and Recommender systems

  • Proficiency in ML & Deep Learning frameworks such as PyTorch, TensorFlow, Keras etc.

  • Familiarity with all aspects of data management including data modeling, data mining, data warehouses, reporting & data visualization, including experience in Spark for Data Engineering and familiarity with Parquet data formats

  • Familiarity in AWS AI/ML Services such as SageMaker, SageMaker Neo, Augmented AI, Amazon Forecasting, Deep Learning AMIs, Gluon, Greengrass, etc.

  • Invest in Continuous learning to stay up-to-date with the advancements in the field of AI, LLMs and NLP/NLG/NLU

  • Good Business Partnering and presentation skills

    Gilead Core Values:
    • Integrity (Doing What's Right)
    • Inclusion (Encouraging Diversity)
    • Teamwork (Working Together)
    • Excellence (Being Your Best)
    • Accountability (Taking Personal Responsibility)


    If this is not the right move for you now but remain interested in a career at Gilead Sciences, please connect with us via our Career Site: https://gilead.yello.co/job_boards/v42vD4vKxb3AkKvV93YsrQ

    As an equal opportunity employer, Gilead Sciences Inc. is committed to a diverse workforce. Employment decisions regarding recruitment and selection will be made without discrimination based on race, color, religion, national origin, gender, age, sexual orientation, physical or mental disability, genetic information or characteristic, gender identity and expression, veteran status, or other non-job related characteristics or other prohibited grounds specified in applicable federal, state and local laws. In order to ensure reasonable accommodation for individuals protected by Section 503 of the Rehabilitation Act of 1973, the Vietnam Era Veterans' Readjustment Act of 1974, and Title I of the Americans with Disabilities Act of 1990, applicants who require accommodation in the job application process may contact careers@gilead.com for assistance.

    For more information about equal employment opportunity protections, please view the ‘EEO is the Law' poster: https://www.eeoc.gov/employers/upload/poster_screen_reader_optimized.pdf

    Notice: Employee Polygraph Protection Act: https://www.dol.gov/whd/regs/compliance/posters/eppac.pdf

    Your rights under the Family and Medical Leave Act: https://www.dol.gov/whd/regs/compliance/posters/fmlaen.pdf

    Pay transparency nondiscrimination provision: https://www.dol.gov/ofccp/pdf/pay-transp_formattedESQA508c.pdf

    Our environment respects individual differences and recognizes each employee as an integral member of our company. Our workforce reflects these values and celebrates the individuals who make up our growing team.

    Gilead provides a work environment free of harassment and prohibited conduct. We promote and support individual differences and diversity of thoughts and opinion.

    Gilead and Kite Careers

    The salary range for this position is: $83,725.00 - $108,350.00. Gilead considers a variety of factors when determining base compensation, including experience, qualifications, and geographic location. These considerations mean actual compensation will vary. This position may also be eligible for a discretionary annual bonus, discretionary stock-based long-term incentives (eligibility may vary based on role), paid time off, and a benefits package. Benefits include company-sponsored medical, dental, vision, and life insurance plans*.

    For additional benefits information, visit:

    https://www.gilead.com/careers/compensation-benefits-and-wellbeing

    * Eligible employees may participate in benefit plans, subject to the terms and conditions of the applicable plans.

    For jobs in the United States:


    As an equal opportunity employer, Gilead Sciences Inc. is committed to a diverse workforce. Employment decisions regarding recruitment and selection will be made without discrimination based on race, color, religion, national origin, gender, age, sexual orientation, physical or mental disability, genetic information or characteristic, gender identity and expression, veteran status, or other non-job related characteristics or other prohibited grounds specified in applicable federal, state and local laws. In order to ensure reasonable accommodation for individuals protected by Section 503 of the Rehabilitation Act of 1973, the Vietnam Era Veterans' Readjustment Act of 1974, and Title I of the Americans with Disabilities Act of 1990, applicants who require accommodation in the job application process may contact careers@gilead.com for assistance.

    For more information about equal employment opportunity protections, please view the 'Know Your Rights' poster.

    NOTICE: EMPLOYEE POLYGRAPH PROTECTION ACT
    YOUR RIGHTS UNDER THE FAMILY AND MEDICAL LEAVE ACT

    PAY TRANSPARENCY NONDISCRIMINATION PROVISION

    Our environment respects individual differences and recognizes each employee as an integral member of our company. Our workforce reflects these values and celebrates the individuals who make up our growing team.

    Gilead provides a work environment free of harassment and prohibited conduct. We promote and support individual differences and diversity of thoughts and opinion.

    For Current Gilead Employees and Contractors:


    Please log onto your Internal Career Site to apply for this job.






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  • Company

    Gilead Sciences is a biopharmaceutical company that discovers, develops, and commercializes innovative therapeutics in areas of unmet medical need. The company's mission is to advance the care of patients suffering from life-threatening diseases worldwide. Headquartered in Foster City, California, Gilead has operations in North America, Europe and Australia.
     

    Company info
    Website
    Location
    333 Lakeside Drive
    Foster City
    California
    94404
    United States

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