Stevens Institute of Technology

How this program compares

At an estimated $23.9K in total tuition, the Graduate Certificate In Application Of Machine Learning To Pharmaceutical Development sits about 118% above the $11.0K average for AI certificate programs in our database — placing it in the 91st percentile on cost among the 180 we track at this level. It is one of the 54% of programs in our database offered fully or partly online.

Admission Snapshot

Typical admitted student: A bachelor's degree in a STEM field such as computer science, engineering, pharmacy, or related discipline with a minimum GPA of 3.0 is required; relevant coursework in programming, statistics, or machine learning is preferred, along with professional experience in pharmaceuticals or data science.

About This Program

This specialized program focuses on leveraging machine learning and AI to accelerate drug discovery and optimize pharmaceutical manufacturing processes. Most students complete it in about 0.5 years.

Apply machine learning algorithms to predict drug-target interactions and efficacy.

Budget planners should note $23.9K estimated total tuition (91st percentile among AI certificate programs, above the $11.0K average). Applicants should weigh that premium against the program's outcomes and brand.

It is one of 21 AI-related programs we track in New Jersey, of which about 62% offer an online option. On price, it comes in cheaper than about 70% of the New Jersey programs in our data, where typical tuition runs near $44.1K.

Graduates frequently move into roles such as Data Analyst, with reported salaries around $130,000.

Career Outcomes

Graduates of Stevens Institute of Technology's Graduate Certificate In Application Of Machine Learning To Pharmaceutical Development most often target Data Analyst roles, where reported compensation runs around $130,000. Its focus on Machine Learning and AI Engineering / Applied AI maps directly to how employers in healthcare ai screen for specialized skills rather than generic degrees. Federal projections for this occupational area point to roughly 35% growth this decade — verify the current figure on the BLS Occupational Outlook Handbook before you rely on it.

• 1. AI Drug Discovery Specialist
• 2. Pharmaceutical Data Scientist
• 3. Machine Learning Consultant (Pharma)
• 4. Computational Pharmacologist

What You'll Learn

• Apply machine learning algorithms to predict drug-target interactions and efficacy.
• Analyze pharmaceutical datasets for lead compound optimization and toxicity prediction.
• Develop AI models for accelerating clinical trial design and patient stratification.
• Integrate deep learning with cheminformatics for novel drug formulation.

Curriculum Highlights

The curriculum covers data science fundamentals, machine learning algorithms, and their specific applications within the pharmaceutical industry.

Top Employers

Top employers include pharmaceutical giants like Pfizer, Merck, Johnson & Johnson, and biotech firms such as Amgen and Gilead.

Admissions

Admission to Stevens Institute of Technology's Graduate Certificate In Application Of Machine Learning To Pharmaceutical Development generally expects a bachelor's degree. The GRE is not required here — a growing norm among AI programs — so applicants can often lead with coursework, projects and recommendations instead. Deadlines, testing policies and funding change year to year, so confirm the current requirements on the official program page before applying.

Application Materials

• Statement of Purpose: Required
• Letters of Recommendation: 2–3
• Resume: Required
• Transcripts: Official transcripts required

Frequently Asked Questions