Role Description
The Principal, AI and Automation Strategy Lead will work with statistical programmers to understand data requirements and deliver state-of-the-art solutions leveraging machine learning models and artificial intelligence. The position is responsible for identifying opportunities within statistical programming workflows to enhance operational efficiency and partnering with leadership to prioritize them. Then they will gather requirements, and either build agents using enterprise low/no code solutions or partnering with Data, Technology, and Engineering (DTE) to develop and deploy more advanced AI solutions.
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Collaborate with statistical programming leadership and DTE teams to continuously identify areas for improvement in statistical programming.
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Capture requirements, propose technically sound solutions to enhance efficiency and innovation, and implement, prioritize and confirm ongoing enhancements.
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Understanding of statistical programming workflows and processes, including data preparation, analysis, and reporting.
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Familiarity with industry standards (e.g., CDISC, SDTM, ADaM) and regulatory requirements.
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Leverage a strong background in process excellence to identify inefficiencies and redesign workflows.
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Strong knowledge of data engineering, AI/ML frameworks (e.g., PyTorch, TensorFlow) and proficient in programming languages such as Python, R, SAS, and SQL.
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Proficient in product and tool development with a strong grasp of UI/UX design principles.
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Understanding of Machine Learning Models, Neural networks, NLP, and NLG.
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Possesses expert knowledge of Small Language Models (SLMs), Large Language Models (LLMs), and LLM agents.
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Experienced in working with FAISS and other vector databases, including tokenization strategies and Retrieval-Augmented Generation (RAG) frameworks.
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Knowledgeable about creation of no-code/low-code AI agents that automate tasks within statistical programming workflows.
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Understanding of LLMOps and MLOps to operationalize AI and machine learning models.
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Understanding of working in AWS cloud environment, including services such as SageMaker, EC2, and S3.
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Work with DTE to design and execute comprehensive AI/ML model validation strategies.
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Experienced in providing training and technical support to end users for effective adoption and utilization of AI and automation solutions.
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Strong problem-solving and analytical abilities.
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Excellent communication skills for collaborating with stakeholders.
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Experience working in a fast-paced environment.
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Drives innovation within Statistical Programming by identifying and implementing new tools, technologies, and methodologies.
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Strong understanding of Generative AI ethics and governance frameworks.
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Shapes the technical strategy of the Statistical Programming group by providing thought leadership.
Qualifications
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Masterβs degree in Computer Science, Data Science, Statistics, Mathematics, Life Sciences, or a relevant scientific field.
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5+ years of relevant experience with at least 3 years in data engineering, data architecture, automation, and AI.
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Familiarity with clinical or healthcare data is preferred.
Requirements
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Strong problem-solving and analytical abilities.
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Excellent communication skills for collaborating with stakeholders.
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Experience working in a fast-paced environment.
Benefits
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Annual bonus and equity awards.
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Generous paid time off, including a week-long company shutdown in the Summer and Winter.
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Educational assistance programs including student loan repayment.
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Generous commuting subsidy.
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Matching charitable donations.
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401(k) and more.
Company Description
Vertex is a global biotechnology company that invests in scientific innovation.
Vertex is committed to equal employment opportunity and non-discrimination for all employees and qualified applicants without regard to a person's race, color, sex, gender identity or expression, age, religion, national origin, ancestry, ethnicity, disability, veteran status, genetic information, sexual orientation, marital status, or any characteristic protected under applicable law.
Vertex is an E-Verify Employer in the United States.