AbbVie
Senior Machine Learning Engineer, Data Science and Analytics Incubator
AbbVie, North Chicago, Illinois, us, 60086
Company Description
AbbVie's mission is to discover and deliver innovative medicines and solutions that solve serious health issues today and address the medical challenges of tomorrow. We strive to have a remarkable impact on people's lives across several key therapeutic areas – immunology, oncology, neuroscience, and eye care – and products and services in our Allergan Aesthetics portfolio. For more information about AbbVie, please visit us at www.abbvie.com. Follow @abbvie on Twitter, Facebook, Instagram, YouTube and LinkedIn.
Job Description
Responsibilities:
Connects with cross-functional teams to design work product and as an analytics consultant. Anticipates and identifies issues that could affect timelines or quality and develops options and solutions
Leads and helps establish the design principles and standards to ensure analytical work product is consistent across projects where appropriate and that user experience is optimized
In addition to standard statistical methods, develops prototypes, test methods and algorithms. Leverages emerging statistical methodologies, ML and AI to drive innovative analytical solutions to create insightsDesign machine learning pipelines and systemsLeads data science projects from inception, ideation, development, and implementationBuilds APIs to serve machine learning model results to applicationsIdeates and builds feature stores to serve data science projectsExperiments and builds new capabilities as part of Data Science & Analytics IncubatorEnables data-driven insights to support of clinical development continuum, including precision medicineEnsures adherence to federal regulations and applicable local regulations, Good Clinical Practices (GCPs), ICH Guidelines, AbbVie Standard Operating Procedures (SOPs), and to functional quality standards. Stays abreast of new and/or evolving local regulations, guidelines and policies related to clinical developmentIdentify business needs and support the creation of standard KPIs, reports, and statistical analyses;Responsible for coaching and mentoring junior team members.Work side by side with cross-functional teams as an analytics consultant to strategize on how analytics can help evaluate the progress of clinical trials, as well as facilitate discussions around emerging risks; Applies machine learning techniques to validate assumptions and predict future behavior
Qualifications
Bachelor’s degree statistics, analytics, bioinformatics, data science or equivalent field. Master’s degree preferredMust have 3-5 years of analytics-related experience in clinical research including demonstrated high-level analytics and leadership competencies.Advanced career level proficiency in R, Python or other statistical packages. Intermediate-level knowledge of statistical and data mining techniquesExpert proficiency with visualization tools like Spotfire, Tableau or equivalentProven expertise with Machine Learning and other advanced analytics techniquesDemonstrated effective communication skills. Demonstrated ability to communicate analytical and technical concepts in layman’s termsDemonstrated problem-solving and analytical skillsDemonstrated history of successful execution in a fast-paced environment and in managing multiple priorities effectivelyExperience working in Cloud Computing environments (e.g., AWS, Azure, etc) is preferred
Additional Information
Applicable only to applicants applying to a position in any location with pay disclosure requirements under state or local law:
The compensation range described below is the range of possible base pay compensation that the Company believes in good faith it will pay for this role at the time of this posting based on the job grade for this position. Individual compensation paid within this range will depend on many factors including geographic location, and we may ultimately pay more or less than the posted range. This range may be modified in the future.We offer a comprehensive package of benefits including paid time off (vacation, holidays, sick), medical/dental/vision insurance and 401(k) to eligible employees.This job is eligible to participate in our short-term incentive programs.This job is eligible to participate in our long-term incentive programs
Note: No amount of pay is considered to be wages or compensation until such amount is earned, vested, and determinable. The amount and availability of any bonus, commission, incentive, benefits, or any other form of compensation and benefits that are allocable to a particular employee remains in the Company's sole and absolute discretion unless and until paid and may be modified at the Company’s sole and absolute discretion, consistent with applicable law.
AbbVie is committed to operating with integrity, driving innovation, transforming lives, serving our community and embracing diversity and inclusion. It is AbbVie’s policy to employ qualified persons of the greatest ability without discrimination against any employee or applicant for employment because of race, color, religion, national origin, age, sex (including pregnancy), physical or mental disability, medical condition, genetic information, gender identity or expression, sexual orientation, marital status, status as a protected veteran, or any other legally protected group status.#J-18808-Ljbffr
AbbVie's mission is to discover and deliver innovative medicines and solutions that solve serious health issues today and address the medical challenges of tomorrow. We strive to have a remarkable impact on people's lives across several key therapeutic areas – immunology, oncology, neuroscience, and eye care – and products and services in our Allergan Aesthetics portfolio. For more information about AbbVie, please visit us at www.abbvie.com. Follow @abbvie on Twitter, Facebook, Instagram, YouTube and LinkedIn.
Job Description
Responsibilities:
Connects with cross-functional teams to design work product and as an analytics consultant. Anticipates and identifies issues that could affect timelines or quality and develops options and solutions
Leads and helps establish the design principles and standards to ensure analytical work product is consistent across projects where appropriate and that user experience is optimized
In addition to standard statistical methods, develops prototypes, test methods and algorithms. Leverages emerging statistical methodologies, ML and AI to drive innovative analytical solutions to create insightsDesign machine learning pipelines and systemsLeads data science projects from inception, ideation, development, and implementationBuilds APIs to serve machine learning model results to applicationsIdeates and builds feature stores to serve data science projectsExperiments and builds new capabilities as part of Data Science & Analytics IncubatorEnables data-driven insights to support of clinical development continuum, including precision medicineEnsures adherence to federal regulations and applicable local regulations, Good Clinical Practices (GCPs), ICH Guidelines, AbbVie Standard Operating Procedures (SOPs), and to functional quality standards. Stays abreast of new and/or evolving local regulations, guidelines and policies related to clinical developmentIdentify business needs and support the creation of standard KPIs, reports, and statistical analyses;Responsible for coaching and mentoring junior team members.Work side by side with cross-functional teams as an analytics consultant to strategize on how analytics can help evaluate the progress of clinical trials, as well as facilitate discussions around emerging risks; Applies machine learning techniques to validate assumptions and predict future behavior
Qualifications
Bachelor’s degree statistics, analytics, bioinformatics, data science or equivalent field. Master’s degree preferredMust have 3-5 years of analytics-related experience in clinical research including demonstrated high-level analytics and leadership competencies.Advanced career level proficiency in R, Python or other statistical packages. Intermediate-level knowledge of statistical and data mining techniquesExpert proficiency with visualization tools like Spotfire, Tableau or equivalentProven expertise with Machine Learning and other advanced analytics techniquesDemonstrated effective communication skills. Demonstrated ability to communicate analytical and technical concepts in layman’s termsDemonstrated problem-solving and analytical skillsDemonstrated history of successful execution in a fast-paced environment and in managing multiple priorities effectivelyExperience working in Cloud Computing environments (e.g., AWS, Azure, etc) is preferred
Additional Information
Applicable only to applicants applying to a position in any location with pay disclosure requirements under state or local law:
The compensation range described below is the range of possible base pay compensation that the Company believes in good faith it will pay for this role at the time of this posting based on the job grade for this position. Individual compensation paid within this range will depend on many factors including geographic location, and we may ultimately pay more or less than the posted range. This range may be modified in the future.We offer a comprehensive package of benefits including paid time off (vacation, holidays, sick), medical/dental/vision insurance and 401(k) to eligible employees.This job is eligible to participate in our short-term incentive programs.This job is eligible to participate in our long-term incentive programs
Note: No amount of pay is considered to be wages or compensation until such amount is earned, vested, and determinable. The amount and availability of any bonus, commission, incentive, benefits, or any other form of compensation and benefits that are allocable to a particular employee remains in the Company's sole and absolute discretion unless and until paid and may be modified at the Company’s sole and absolute discretion, consistent with applicable law.
AbbVie is committed to operating with integrity, driving innovation, transforming lives, serving our community and embracing diversity and inclusion. It is AbbVie’s policy to employ qualified persons of the greatest ability without discrimination against any employee or applicant for employment because of race, color, religion, national origin, age, sex (including pregnancy), physical or mental disability, medical condition, genetic information, gender identity or expression, sexual orientation, marital status, status as a protected veteran, or any other legally protected group status.#J-18808-Ljbffr