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Technical Product Manager - Natural Language Processing and Generative AI

Merck

Description

The Search, Summarize, and Insights Technical Product Manager will drive the development of new Natural Language Processing (NLP) and Generative AI workflows for knowledge management and insight generation from unstructured data. These workflows will help solve real-world problems in the space of drug discovery, development, and delivery. A key initial focus will be leading the delivery of tailored, end-to-end solutions for text understanding use cases, such as systematic literature review and ad hoc question answering capabilities. As the Technical Product Manager, you will partner with technical leads and collaborators across the organization to ensure the adoption and evolution of our strategic vision in this area. Strategically, we aim to build with an emphasis on software product reuse and innovation, allowing experimentation and quick deployment upon success. The position is embedded in a cross-disciplinary team of data scientists, bioinformaticians, and engineers focused on using cutting-edge software, AI/ML, and data science techniques to drive drug discovery and development.

Company Culture and Environment

Our work culture emphasizes collaboration and innovation, where diverse teams come together to tackle real-world challenges. Employees are encouraged to share knowledge, explore new ideas, and engage directly with stakeholders, fostering a dynamic and inclusive environment.

Career Growth and Development Opportunities

We provide opportunities for professional development, including co-authoring presentations and reports, as well as mentorship roles within the team. You will have the chance to work on groundbreaking projects that not only affect the company but also contribute to advancements in the industry.

Detailed Benefits and Perks
• Bonus eligibility
• Long-term incentive opportunities
• Health care and other insurance benefits for employee and family
• Retirement benefits
• Paid holidays, vacation, and sick days
• Flexible work arrangements in a hybrid model

Compensation and Benefits

Expected US salary range: \(135,500.00 - \)213,400.00. Compensation will consider primary work location, and the chosen candidate’s relevant skills, experience, and education. A summary of benefits is listed here.

Why you should apply for this position today

This role offers a unique opportunity to impact the pharmaceutical industry through innovative product development in NLP and Generative AI. You will work alongside a talented team of experts and have the freedom to explore and implement new ideas that drive real-world solutions.

Skills
• Experience with product management and delivery of data- and/or ML-driven products
• Agile software development team leadership
• Best practices for technical software development and deployment
• Strong communication, teamwork, didactic, and leadership skills
• Proficiency in Python, full-stack development, version control, and environment management
• Knowledge of data engineering frameworks and statistical learning in NLP contexts
• Familiarity with NLP and/or Generative AI libraries and frameworks

Responsibilities
• Drive the development of NLP and Generative AI workflows
• Lead the delivery of tailored solutions for text understanding use cases
• Collaborate with cross-disciplinary teams to ensure strategic alignment
• Engage with stakeholders to gather requirements and provide support
• Implement and standardize ML/LLM Ops for model evaluation and monitoring
• Present findings and approaches to internal and external audiences

Qualifications
• Minimum of relevant experience in product management, data science/AI/ML project/product delivery
• PhD: 2+ years relevant experience, M.A/M.S.: 3+ years, B.A/B.S.: 4+ years
• Demonstrated ability to engage cross-functional teams and stakeholders

Education Requirements
• PhD, M.A/M.S., or B.A/B.S. in relevant fields

Education Requirements Credential Category
• Advanced degree preferred but not required depending on the experience level.

Experience Requirements
• Minimum relevant experience based on degree level: PhD: 2+ years, M.A/M.S.: 3+ years, B.A/B.S.: 4+ years.

Why work in Rahway, NJ

Rahway offers a vibrant community with easy access to urban amenities while maintaining a suburban feel. The city is strategically located near major metropolitan areas, providing excellent opportunities for networking and collaboration in the pharmaceutical industry. With a rich history, diverse culture, and numerous recreational options, Rahway is an attractive place to work and live.

Location: Rahway, NJ

Posted: Oct. 21, 2024, 9:29 p.m.

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