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IT Data Engineering Specialist

4 months ago

Raleigh, North Carolina, United States Gilead Sciences, Inc. Full time
IT Data Engineering Specialist
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.

At Gilead, we're creating a healthier world for all people. For more than 35 years, we've tackled diseases such as HIV, viral hepatitis, COVID-19 and cancer - working relentlessly to develop therapies that help improve lives and to ensure access to these therapies across the globe. We continue to fight against the world's biggest health challenges, and our mission requires collaboration, determination and a relentless drive to make a difference.

Every member of Gilead's team plays a critical role in the discovery and development of life-changing scientific innovations. Our employees are our greatest asset as we work to achieve our bold ambitions, and we're looking for the next wave of passionate and ambitious people ready to make a direct impact.

We believe every employee deserves a great leader. People Leaders are the cornerstone to the employee experience at Gilead and Kite. As a people leader now or in the future, you are the key driver in evolving our culture and creating an environment where every employee feels included, developed and empowered to fulfil their aspirations. Join Gilead and help create possible, together.

Job Description

Gilead is dedicated to finding, developing, and providing therapies that will enhance the lives of patients worldwide who are suffering from serious illnesses. Gilead Sciences is currently seeking a IT Data Engineering Specialist to join the Data and AI Platform team. This position is crucial as it involves creating and implementing machine learning solutions, offering technical proposals and reviews for different business areas within Gilead (such as Commercial, CDS, PDM), and exploring innovative approaches to modernize their technology stack, like Generative AI. The ideal candidate should have strong opinions on how Data Science and Machine Learning should be applied, following MLOps principles, while also being receptive to feedback from colleagues. Leading by example is highly valued as the team works towards standardizing the development process of solutions. This role will collaborate with various cross-functional teams at Gilead Sciences and key stakeholders. Effectively communicating technical information to individuals with diverse technical backgrounds is crucial in this role.

Specific duties, job functions:

Implement machine learning solutions as directed by product owners.
Design machine learning pipelines, encompassing data preparation, feature engineering, model training, experimental tracking, model registry, model inference, and addressing performance and scalability requirements.
Participate in and lead code reviews focused on ensuring code correctness, efficiency, robustness, and readability.
Propose and advocate for development and deployment standards, including patterns, processes, and tools.
Deploy machine learning solutions in the Cloud (e.g., databricks / AWS sagemaker).
Communicate with business stakeholders regarding proposed designs, delivery timelines, and breaking projects into manageable tasks within agile sprints.
Utilize agile sprints to effectively manage tasks and projects.

Basic Qualifications

Master's degree in a technical field like mathematics, statistics, computer science, computer engineering, and related disciplines with atleast 2 years of experience

OR
Bachelor's degree in a technical discipline and a minimum of 4 years of experience in developing machine learning solutions
Experience in building machine learning solutions using AWS Sagemaker and Databricks.
Experience in creating developer documentation using tools such as JIRA, Confluence, and GitHub.
Proficiency in Python or a similar language, with familiarity in Python.
Proficiency in SQL.
Experience in building CI/CD pipelines using GitHub Actions or a similar tool.
Proficiency in managing code collaboratively using GitHub.
Familiarity with agile development methodologies.
Experience in building unit and integration test suites for machine learning solutions.
Experience in modeling highly dimensional data.

Preferred Qualifications

Previous experience in the biotech industry or another industry with stringent regulations.
Proficiency in NLP (Natural Language Processing) and image processing.
Familiarity with MLOps (Machine Learning Operations) practices and methodologies.

The salary range for this position is: $97, $126, 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:

* 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 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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