Senior Analyst - Healthcare Analytics

McKinsey & Company, Inc.; Riyadh; On-site; SAR 200,000 - 300,000; Full time

Job summary

A global consulting firm based in Riyadh is hiring a Healthcare Analytics Analyst who will lead quantitative analyses and develop data-driven solutions for health sector clients. Candidates should possess a degree in data analytics, have over 3 years of relevant experience, and be proficient in Python and machine learning frameworks. The role emphasizes collaboration and the ability to communicate effectively in Arabic and English. Competitive salary and benefits are part of the offer.

Benefits

World-class benefits

Continuous learning and mentorship

Global community exposure

Qualifications

• 3+ years of professional experience in data analytics or consulting.
• Solid understanding of machine learning frameworks like TensorFlow and PyTorch.
• Excellent problem-solving skills in analytical and quantitative areas.

Responsibilities

• Analyze large datasets and develop ML/AI models.
• Collaborate with Data Engineers to maintain platforms.
• Develop dashboards using visualization tools.

Skills

Python programming

Data analysis

Machine learning

Statistical analysis

Data visualization

Problem-solving

Team collaboration

Bilingual (Arabic and English)

Education

Degree in computer/data analytics/science

Tools

Python

R

TensorFlow

Power BI

Tableau

SQL

Job description

Your Growth

Driving lasting impact and building long-term capabilities with our clients is not easy work. You are the kind of person who thrives in a high performance/high reward culture - doing hard things, picking yourself up when you stumble, and having the resilience to try another way forward.

In return for your drive, determination, and curiosity, we'll provide the resources, mentorship, and opportunities you need to become a stronger leader faster than you ever thought possible. Your colleagues—at all levels—will invest deeply in your development, just as much as they invest in delivering exceptional results for clients. Every day, you'll receive apprenticeship, coaching, and exposure that will accelerate your growth in ways you won’t find anywhere else.

When you join us, you will have:

• Continuous learning: Our learning and apprenticeship culture, backed by structured programs, is all about helping you grow while creating an environment where feedback is clear, actionable, and focused on your development. The real magic happens when you take the input from others to heart and embrace the fast-paced learning experience, owning your journey.
• A voice that matters: From day one, we value your ideas and contributions. You’ll make a tangible impact by offering innovative ideas and practical solutions, all while upholding our unwavering commitment to ethics and integrity. We not only encourage diverse perspectives, but they are critical in driving us toward the best possible outcomes.
• Global community: With colleagues across 65+ countries and over 100 different nationalities, our firm’s diversity fuels creativity and helps us come up with the best solutions for our clients. Plus, you’ll have the opportunity to learn from exceptional colleagues with diverse backgrounds and experiences.
• World‑class benefits: On top of a competitive salary (based on your location, experience, and skills), we provide a comprehensive benefits package to enable holistic well‑being for you and your family.

Your Impact

In the role of a Healthcare Analytics Analyst, you will be part of our consulting teams with a focus on quantitative analyses and AI/ML approaches, continuously developing our portfolio of data‑driven solutions and innovative approaches.

You will work closely with our healthcare clients from various sectors such as public bodies, health insurance companies, or providers, utilizing your project management skills and communication with diverse stakeholders.

As a Healthcare Analytics Analyst, you are expected to handle large datasets, particularly in analysis and modeling. Your daily tasks will include analyzing and modeling large data sets, as well as working closely with our Data Engineers in building and maintaining our proprietary platforms and solutions. You will develop dashboards and ML/AI models, utilizing both low-code/no-code tools and Python and visualization tools.

In daily operations, you will collaborate closely with our Data Engineering colleagues, our Knowledge and Insights experts, and our consulting teams to prepare and execute client work. Besides serving clients as part of an engagement, you will be helping to build healthcare assets and knowledge, driving the firm’s proprietary innovation portfolio.

We offer challenging tasks in an exceptionally dedicated team with many opportunities for further growth and personal development.

Your qualifications and skills

• Successfully completed degree in computer or data analytics/science, ideally combined with biostatistics, bioinformatics or epidemiology
• 3+ years of professional experience in a relevant field (e.g., as a Data Analyst/Scientist, BI, or consulting)
• Solid understanding and application of Programming in Python and/or R
• Experience with machine learning frameworks (TensorFlow, PyTorch) and data visualization tools (Tableau, Power BI, Plotly)
• Familiarity with SQL and data querying from relational databases or cloud-based environments
• Understanding of electronic health record structures, clinical terminologies (ICD, CPT, SNOMED) and health data standards such as HL7 and FHIR
• Excellent problem‑solving skills, particularly in analytical and quantitative areas
• Strong entrepreneurial mindset with the motivation to continuously improve the status quo and drive this independently
• Willingness and ability to travel to client and McKinsey locations within and outside the country
• Ability to work collaboratively in a team environment and effectively with people at all levels in an organization
• Excellent written and verbal communication in Arabic and English