- 1.Director of Machine Learnings earn a median salary of $169,510 with 15% projected growth and 48,800 annual openings (BLS)
- 2.Education: Bachelor's in Data Science or Master's in Data Science typically required
- 3.No state licensing required; certifications like Google Data Analytics Certificate enhance competitiveness
- 4.Top states by salary: California ($114,750), New York ($97,750), Massachusetts ($95,200), Washington ($93,500)
- 5.Process takes 4 years including education plus certification preparation
What Is a Director of Machine Learning?
A director of machine learning is a professional who analyzes complex data to help organizations make better decisions using statistical methods and machine learning. With 524,800 jobs nationwide, this is a major occupation with strong career prospects.
The path to becoming a director of machine learning typically requires Dedicated data science programs combining statistics, CS, and domain knowledge.. To explore artificial intelligence programs, see our comprehensive rankings.
Director of Machine Learning
SOC 11-3021What Does a Director of Machine Learning Do? Key Responsibilities
Director of Machine Learnings perform a wide range of duties depending on their work setting and specialization. Core responsibilities include:
- Collect, process, and analyze large datasets
- Build predictive models using machine learning algorithms
- Create data visualizations and dashboards
- Communicate findings to stakeholders
- Develop and maintain data pipelines
- Collaborate with engineering and product teams
How to Become a Director of Machine Learning: Step-by-Step Guide
Total Time: 4 yearsComplete Bachelor's in Data Science
Dedicated data science programs combining statistics, CS, and domain knowledge.
- Integrated curriculum
- Growing availability
- Industry-aligned
Build Technical Skills
Develop hands-on skills through projects, internships, or bootcamps.
- Complete personal projects
- Contribute to open source
- Build a portfolio
Earn Relevant Certifications
Earn certifications like Google Data Analytics Certificate to enhance your credentials.
- Google Data Analytics Certificate - $39/month
- AWS Machine Learning Specialty - $300
Gain Entry-Level Experience
Start your career in an entry-level director of machine learning position to build practical experience.
- Apply for entry-level positions
- Seek mentorship from experienced professionals
- Build your professional network
- Document your accomplishments
Pursue Specialization & Advancement
Specialize in high-demand areas and pursue leadership opportunities.
- Identify specialization areas
- Pursue advanced certifications
- Consider graduate education
- Develop leadership skills
Director of Machine Learning Education Requirements: Degrees & Programs
Bachelor's in Data Science
4 yearsDedicated data science programs combining statistics, CS, and domain knowledge.
Advantages
- Integrated curriculum
- Growing availability
- Industry-aligned
Considerations
- Newer programs
- May lack depth in specific areas
Master's in Data Science
1.5-2 yearsAdvanced degree for data science and machine learning roles.
Advantages
- Higher salary
- Advanced techniques
- Research opportunities
Considerations
- Higher cost
- Requires strong math background
Director of Machine Learning Certifications: Required & Recommended
While not required, certifications can increase salary by $5,000-$15,000 annually and demonstrate expertise.
Recommended Specializations
Google Data Analytics Certificate
GoogleEntry-level certification covering data analysis fundamentals.
AWS Machine Learning Specialty
Amazon Web ServicesValidates ML implementation skills on AWS.
Director of Machine Learning Skills: What You Need to Succeed
Successful director of machine learnings combine strong technical competencies with interpersonal skills.
Technical Skills
Primary languages for data analysis and machine learning.
Database querying and data manipulation.
Building and deploying ML models.
Statistical analysis and hypothesis testing.
Tools & Platforms
Creating insights with tools like Tableau, Power BI, or matplotlib.
Spark, Hadoop, and distributed computing.
Director of Machine Learning Career Path: Entry to Senior
The director of machine learning career path offers diverse opportunities for advancement. Most professionals start in entry-level roles before advancing to senior positions or specializing.
- Junior Data Analyst (Entry Level): Data analysis and reporting. Salary: $110,182-$135,608.
- Director of Machine Learning (2-4 years): Building models and driving insights. Median salary: $169,510.
- Senior Director of Machine Learning (5-7 years): Leading data initiatives. Salary: $203,412-$237,314.
- Lead/Principal (8+ years): Data strategy and team leadership. Salary: $254,265-$288,167.
- Chief Data Officer (10+ years): Executive data leadership. Salary: $305,118+.
Director of Machine Learning Salary by State: What Director of Machine Learnings Earn
Top Employers Hiring Director of Machine Learnings by State
California
CAWashington
WATexas
TXNew York
NYMassachusetts
MAGeorgia
GAIllinois
ILPennsylvania
PAFlorida
FLOhio
OHDirector of Machine Learning Job Outlook: Growth & Opportunities
Director of Machine Learning employment is projected to grow 15% from 2025 to 2035, much faster than average. About 48,800 job openings are expected each year.
Strong demand is driven by the explosion of data, AI adoption, and data-driven decision making across industries. Professionals with advanced certifications and specialized skills will have the strongest job prospects.
Best Artificial Intelligence Programs
Director of Machine Learning FAQs: Requirements, Salary & Career
Data Sources
Job outlook, education requirements, and employment data for director of machine learnings
Wage and employment data by state and metro area
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Co-founder & Editor (B.S. Computer Science, Oregon State • B.A. Psychology, University of Washington)
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