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Associate Data Scientist

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AbbVie

3mo ago

  • Job
    Full-time
    Junior & Mid Level
  • Data
    Research & Development
  • Florham Park

AI generated summary

  • You need a quantitative bachelor's degree, 1-3 years in data analysis, ML model experience, familiarity with cloud platforms, Python, SQL, and strong communication skills. Team-oriented and eager to grow.
  • You will develop and optimize predictive models, implement them in production, analyze data, communicate insights, and collaborate with stakeholders in a continuous improvement environment.

Requirements

  • Bachelor’s degree in a quantitative field such as Statistics, Engineering, Operational Research, Computer Science, or Mathematics. A Master’s degree is a plus.
  • 1-3 years of business experience in data analysis, data engineering, and predictive/simulation modeling, or strong academic performance in related fields.
  • Biopharmaceutical or healthcare experience a plus.
  • Experience in developing ML/AI models for real world business applications.
  • Experience with cloud big data environments such as AWS, GCP or MS Azure.
  • Familiarity with visual workflow development analytics tools such as Dataiku or Alteryx.
  • Understanding of algorithmic design and experience with analytical experimentation.
  • Proficiency in Python and SQL a must and experience with relevant BI tools (e.g., Power BI, Tableau) a plus.
  • Familiarity with data manipulation and analysis libraries to support quick iteration and experimentation.
  • Strong problem-solving skills and an eagerness to work collaboratively as part of a diverse team.
  • Excellent communication skills, both written and verbal.
  • A team-oriented attitude with a keen interest in personal and professional development.

Responsibilities

  • Construct and develop predictive/analytical models or Gen AI applications that are reliable and scalable.
  • Maintain and optimize existing machine learning models.
  • Aid in the implementation of machine learning models into production environments.
  • Utilize new tools and techniques to increase performance, automation, and scalability.
  • Report, visualize, and communicate findings to internal stakeholders regularly.
  • Engage in a "test and learn" team environment with a focus on continuous improvement and action.
  • Participate in the Data Science Community of Practice to foster continuous growth in knowledge and enhance collaborative skills.
  • Work with stakeholders to understand business questions and define requirements.
  • Examine relevant data to develop an analytics plan that answers key business questions.
  • Handle datasets of varied sizes and complexity, including structured and unstructured data.
  • Transform data into actionable insights through data transformation and verification.

FAQs

What is the main purpose of the Associate Data Scientist role at AbbVie?

The purpose of the Associate Data Scientist role is to develop innovative data solutions by collaborating with data experts, building ML/AI models, and supporting data-driven decisions for AbbVie's US Commercial Organization.

What qualifications are required for this position?

Candidates are required to have a Bachelor's degree in a quantitative field such as Statistics, Engineering, Operational Research, Computer Science, or Mathematics. A Master’s degree is a plus. Additionally, 1-3 years of business experience in data analysis, data engineering, or predictive/simulation modeling is preferred.

Is prior experience in the biopharmaceutical or healthcare sector necessary?

While not required, prior experience in the biopharmaceutical or healthcare sector is considered a plus.

What programming languages and tools should a candidate be proficient in?

Candidates must be proficient in Python and SQL. Experience with BI tools like Power BI or Tableau and familiarity with visual workflow development tools such as Dataiku or Alteryx is a plus.

Are there opportunities for personal and professional development within this role?

Yes, the position offers opportunities for personal and professional development, as well as participation in the Data Science Community of Practice to foster growth in knowledge and collaboration skills.

What is the compensation range for this position?

The compensation range is based on a variety of factors including geographic location and may vary. It is described as the range of possible base pay compensation that the company believes it will pay for this role at the time of posting.

What benefits does AbbVie offer to eligible employees?

AbbVie offers a comprehensive benefits package including paid time off, medical/dental/vision insurance, and a 401(k) plan, among other benefits.

How does AbbVie approach diversity and inclusion in hiring?

AbbVie is committed to equal opportunity employment and employs qualified individuals without discrimination based on race, color, religion, national origin, age, sex, disability, sexual orientation, marital status, or any other legally protected status.

Is there a specific team environment for this role?

Yes, the Associate Data Scientist will engage in a collaborative "test and learn" team environment that emphasizes continuous improvement and action.

Will the Associate Data Scientist have the opportunity to work with stakeholders?

Yes, the role involves working with stakeholders to understand business questions and defining requirements for data analysis.

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AbbVie

Science & Healthcare
Industry
10,001+
Employees

Mission & Purpose

AbbVie is a global biopharmaceutical company focused on creating medicines and solutions that put impact first — for patients, communities, and our world. We aim to address complex health issues and enhance people's lives through our core therapeutic areas: immunology, oncology, neuroscience, eye care, aesthetics and other areas of unmet need.