McKinsey & Company
Senior Data Scientist - Scientific AI, Life Sciences
McKinsey & Company - Houston, Texas, United States, 77246
Work at McKinsey & Company
Overview
- View job
Overview
Senior Data Scientist - Scientific AI, Life Sciences
Join to apply for the
Senior Data Scientist - Scientific AI, Life Sciences
role at
McKinsey & Company Senior Data Scientist - Scientific AI, Life Sciences
1 week ago Be among the first 25 applicants Join to apply for the
Senior Data Scientist - Scientific AI, Life Sciences
role at
McKinsey & Company Get AI-powered advice on this job and more exclusive features. Who You'll Work With
You’ll be working in one of our offices in North America in our Life Sciences practice. Who You'll Work With
You’ll be working in one of our offices in North America in our Life Sciences practice.
You will work with cutting edge AI teams on research and development topics across our life sciences, global energy and materials (GEM), and advanced industries (AI) practices, serving as a Senior Data Scientist in a technology development and delivery capacity.
You will be on McKinsey’s global scientific AI team helping to answer industry questions related to how AI can be used for therapeutics, chemicals & materials (including small molecules, proteins, mRNA, polymers, etc.).
In this role you will support the manager of data science on the development of data science and analytics roadmap of assets across cell-level initiatives. You will deliver distinctive capabilities, models, and insights through your work with client teams and clients.
Your Impact
Your role will be split between developing new internal knowledge, building AI and machine learning models & pipelines, supporting client discussions, prototype development, and deploying directly with client delivery teams.
You will bring distinctive statistical, machine learning, and AI competency to complex client problems. With your expertise in advanced mathematics, statistics, and/or machine learning, you will help build and shape McKinsey’s scientific AI offering.
As a Senior Data Scientist, you will play a pivotal role in the creation/dissemination of cutting-edge knowledge and proprietary assets. You will work in a multi-disciplinary team and build the firm’s reputation in your area of expertise.
You will ensure statistical validity and outputs of analytics, AI/ML models and translate results for senior stakeholders. You will write optimized code to advance our Data Science Toolbox and codify analytical methodologies for future deployment.
Your Qualifications and Skills
Master’s degree with 5+ years or PhD degree with 2+ years of relevant experience in statistics, mathematics, computer science, or equivalent experience with experience in research Experience in client delivery with direct client contact Proven experience applying machine learning techniques to solve business problems Proven experience in translating technical methods to non-technical stakeholders Strong programming experience in python (R, Python, C++ optional) and the relevant analytics libraries (e.g., pandas, numpy, matplotlib, scikit-learn, statsmodels, pymc, pytorch/tf/keras, langchain) Experience with version control (GitHub) ML experience with causality, Bayesian statistics & optimization, survival analysis, design of experiments, longitudinal analysis, surrogate models, transformers, Knowledge Graphs, Agents, Graph NNs, Deep Learning, computer vision Ability to write production code and object-oriented programming
Seniority level
Seniority level Associate Employment type
Employment type Full-time Job function
Job function Consulting and Science Industries Business Consulting and Services Referrals increase your chances of interviewing at McKinsey & Company by 2x Sign in to set job alerts for “Senior Data Scientist” roles.
Associate Director, Media Analytics (Data Scientist)
Deep Learning Data Science Manager - SFL Scientific
Managed Services - Test Data Management (TDM) Analyst - Senior Associate
Downstream Data Scientist - Relocate to Saudi Arabia
Houston, TX $90,000.00-$122,000.00 2 weeks ago Houston, TX $90,000.00-$125,000.00 2 weeks ago Sr Research Data Scientist - HDSA - Data Analytics
Principal Data Scientist - Scientific AI, Life Sciences
Spring, TX $110,000.00-$130,000.00 1 day ago Houston, TX $160,000.00-$190,000.00 3 weeks ago We’re unlocking community knowledge in a new way. Experts add insights directly into each article, started with the help of AI.
#J-18808-Ljbffr
Join to apply for the
Senior Data Scientist - Scientific AI, Life Sciences
role at
McKinsey & Company Senior Data Scientist - Scientific AI, Life Sciences
1 week ago Be among the first 25 applicants Join to apply for the
Senior Data Scientist - Scientific AI, Life Sciences
role at
McKinsey & Company Get AI-powered advice on this job and more exclusive features. Who You'll Work With
You’ll be working in one of our offices in North America in our Life Sciences practice. Who You'll Work With
You’ll be working in one of our offices in North America in our Life Sciences practice.
You will work with cutting edge AI teams on research and development topics across our life sciences, global energy and materials (GEM), and advanced industries (AI) practices, serving as a Senior Data Scientist in a technology development and delivery capacity.
You will be on McKinsey’s global scientific AI team helping to answer industry questions related to how AI can be used for therapeutics, chemicals & materials (including small molecules, proteins, mRNA, polymers, etc.).
In this role you will support the manager of data science on the development of data science and analytics roadmap of assets across cell-level initiatives. You will deliver distinctive capabilities, models, and insights through your work with client teams and clients.
Your Impact
Your role will be split between developing new internal knowledge, building AI and machine learning models & pipelines, supporting client discussions, prototype development, and deploying directly with client delivery teams.
You will bring distinctive statistical, machine learning, and AI competency to complex client problems. With your expertise in advanced mathematics, statistics, and/or machine learning, you will help build and shape McKinsey’s scientific AI offering.
As a Senior Data Scientist, you will play a pivotal role in the creation/dissemination of cutting-edge knowledge and proprietary assets. You will work in a multi-disciplinary team and build the firm’s reputation in your area of expertise.
You will ensure statistical validity and outputs of analytics, AI/ML models and translate results for senior stakeholders. You will write optimized code to advance our Data Science Toolbox and codify analytical methodologies for future deployment.
Your Qualifications and Skills
Master’s degree with 5+ years or PhD degree with 2+ years of relevant experience in statistics, mathematics, computer science, or equivalent experience with experience in research Experience in client delivery with direct client contact Proven experience applying machine learning techniques to solve business problems Proven experience in translating technical methods to non-technical stakeholders Strong programming experience in python (R, Python, C++ optional) and the relevant analytics libraries (e.g., pandas, numpy, matplotlib, scikit-learn, statsmodels, pymc, pytorch/tf/keras, langchain) Experience with version control (GitHub) ML experience with causality, Bayesian statistics & optimization, survival analysis, design of experiments, longitudinal analysis, surrogate models, transformers, Knowledge Graphs, Agents, Graph NNs, Deep Learning, computer vision Ability to write production code and object-oriented programming
Seniority level
Seniority level Associate Employment type
Employment type Full-time Job function
Job function Consulting and Science Industries Business Consulting and Services Referrals increase your chances of interviewing at McKinsey & Company by 2x Sign in to set job alerts for “Senior Data Scientist” roles.
Associate Director, Media Analytics (Data Scientist)
Deep Learning Data Science Manager - SFL Scientific
Managed Services - Test Data Management (TDM) Analyst - Senior Associate
Downstream Data Scientist - Relocate to Saudi Arabia
Houston, TX $90,000.00-$122,000.00 2 weeks ago Houston, TX $90,000.00-$125,000.00 2 weeks ago Sr Research Data Scientist - HDSA - Data Analytics
Principal Data Scientist - Scientific AI, Life Sciences
Spring, TX $110,000.00-$130,000.00 1 day ago Houston, TX $160,000.00-$190,000.00 3 weeks ago We’re unlocking community knowledge in a new way. Experts add insights directly into each article, started with the help of AI.
#J-18808-Ljbffr