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Associate Data Scientist

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AbbVie

17d ago

  • Job
    Full-time
    Junior & Mid Level
  • Science
    Data
  • Irvine

AI generated summary

  • You need a quantitative degree, 1-3 years of data analysis experience, ML/AI model development, AWS/GCP/Azure familiarity, Python, SQL proficiency, strong problem-solving skills, and teamwork focus.
  • You will develop and optimize predictive models, analyze data for insights, collaborate on requirements, communicate results to stakeholders, and engage in continuous learning within the team.

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 primary role of the Associate Data Scientist at AbbVie?

The primary role of the Associate Data Scientist is to contribute to the development of innovative data solutions by collaborating with data experts to develop datasets, build ML/AI models, and support data-driven decisions for the US Commercial Organization.

What educational background is required for this position?

A Bachelor’s degree in a quantitative field such as Statistics, Engineering, Operational Research, Computer Science, or Mathematics is required. A Master’s degree is considered a plus.

What level of experience is preferred for candidates applying to this position?

Candidates should have 1-3 years of business experience in data analysis, data engineering, and predictive/simulation modeling, or demonstrate strong academic performance in related fields.

Is prior experience in the biopharmaceutical or healthcare sector necessary?

While prior experience in the biopharmaceutical or healthcare sector is a plus, it is not strictly necessary to apply for the position.

What programming languages and tools should applicants be proficient in?

Applicants must be proficient in Python and SQL. Experience with relevant BI tools such as Power BI or Tableau is a plus.

Are there any specific cloud environments candidates should be familiar with?

Yes, candidates should have experience with cloud big data environments such as AWS, GCP, or MS Azure.

What soft skills are desirable for this role?

Strong problem-solving skills, excellent written and verbal communication, and a team-oriented attitude are desirable soft skills for this role.

Will the Associate Data Scientist have the opportunity for professional development?

Yes, the position provides opportunities for continuous growth in knowledge and personal and professional development through participation in the Data Science Community of Practice.

What is the work environment like for the Associate Data Scientist?

The work environment is collaborative, with an emphasis on a "test and learn" approach, focusing on continuous improvement and action.

What benefits does AbbVie offer to employees in this role?

AbbVie offers a comprehensive package of benefits, including paid time off, medical/dental/vision insurance, 401(k) options, and eligibility to participate in short-term incentive programs.

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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.