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Learning Analytics information
What are the key skills and qualifications needed to thrive in learning analytics?
To thrive in Learning Analytics, you need strong analytical skills, experience with data analysis, and a background in educational research or instructional design, typically supported by a relevant degree. Familiarity with Learning Management Systems (LMS), statistical tools like R or Python, and certifications in data analytics are commonly expected. Excellent communication skills, problem-solving abilities, and a collaborative mindset help professionals convey insights and work effectively with educators and administrators. These skills are essential for interpreting educational data, driving improvements in teaching and learning, and supporting data-driven decisions in academic environments.
What is learning analytics?
A Learning Analytics job involves collecting, analyzing, and interpreting data related to learners' performance and educational experiences. Professionals in this field use data-driven insights to improve teaching strategies, personalize learning experiences, and enhance institutional decision-making. They work with various analytical tools, machine learning models, and data visualization techniques to identify patterns and trends. This role is common in educational institutions, corporate training programs, and EdTech companies.
What does someone in learning analytics do?
Professionals in Learning Analytics typically spend their days collecting, cleaning, and analyzing educational data to identify patterns that can improve student outcomes and learning processes. They work closely with faculty, instructional designers, and IT teams to generate reports, visualize trends, and advise on data-backed strategies for curriculum improvement. Day-to-day tasks also involve maintaining data integrity, developing dashboards, and communicating findings in accessible ways to stakeholders. Collaboration and ongoing learning are integral, as the field continually evolves with advances in education technology and analytical methods.
What are the most commonly searched types of Learning Analytics jobs in California?
The most popular types of Learning Analytics jobs in California are:
What are popular job titles related to Learning Analytics jobs in California?
For Learning Analytics jobs in California, the most frequently searched job titles are:
What job categories do people searching Learning Analytics jobs in California look for?
The top searched job categories for Learning Analytics jobs in California are:
What cities in California are hiring for Learning Analytics jobs?
Cities in California with the most Learning Analytics job openings:

Full-time
Posted 11 days ago
Job description
The Opportunity:
We are seeking a Director Machine Learningto lead the development of advanced machine learning approaches that accelerate small-molecule drug discovery. This role sits at the intersection of data science, chemistry, and biology, transforming complex scientific datasets into predictive models that guide target discovery, compound design, and translational hypotheses.
Working closely with experimental scientists, the Director ML will develop cutting-edge modeling approaches that integrate chemical, biological, and phenotypic data with their team. The successful candidate will play a key role in advancing a data-driven discovery strategy by designing predictive models, deploying innovative algorithms, and translating insights into actionable decisions that improve the speed and success of the discovery of medicines for patients with RAS-driven cancers.
Key responsibilities include:
Scientific Leadership:
- Provide hands-on scientific leadership in drug discovery analytics spanning Identify opportunities where AI and advanced analytics can meaningfully improve scientific decision-making
- Managing, coaching and mentoring scientists across the function in order to develop their skills and build RevMed's organizational capabilities
- Define and lead machine learning strategies that accelerate early-stage drug discovery.
Model Development:
- Develop predictive models for:
- Compound activity, selectivity, ADME/Tox, and developability properties
- Target engagement, mechanism-of-action, and phenotypic datasets
Cross-Functional Collaboration:
- Work with biologists to interpret complex experimental datasets and generate mechanistic hypotheses.
- Collaborate with data scientists and engineers and ML engineers to deploy models into scalable discovery workflows.
Required Skills, Experience and Education:
- PhD in machine learning, computational chemistry, computational biology, computer science, or a related quantitative discipline.
- 8+ years experience applying machine learning or advanced analytics to scientific problems.
- Demonstrated experience working with chemical or biological datasets in drug discovery or related domains.
- Strong expertise in:
- Python-based ML ecosystems (PyTorch, TensorFlow, scikit-learn)
- Data analysis and scientific computing (NumPy, Pandas)
- Deep learning and representation learning techniques
- Evidence of successful coaching, mentorship and development of both individuals and teams in order to build long-term organizational capability
- Passion for scientific innovation and a relentless commitment to improving patient outcomes.
Preferred Skills:
- Proven track record of applying advanced AI/ML approaches (deep learning, generative modeling, structure-based ML) to drug discovery or related life sciences domains.
- Experience with cheminformatics or bioinformatics toolkits is highly desirable.
- Familiarity with cloud computing and scalable ML workflows is a plus
- Ability to work at the interface of computational and experimental science.
#LI-Hybrid #LI-LN1
The base pay salary range for this full-time position for candidates working onsite at our headquarters in Redwood City, CA is listed below. The range displayed on each job posting is intended to be the base pay salary range for an individual working onsite in Redwood City and will be adjusted for the local market a candidate is based in. Our base pay salary ranges are determined by role, level, and location. Individual base pay salary is determined by multiple factors, including job-related skills, experience, market dynamics, and relevant education or training.
Please note that base pay salary range is one part of the overall total rewards program at RevMed, which includes competitive cash compensation, robust equity awards, strong benefits, and significant learning and development opportunities.
Revolution Medicines is an equal opportunity employer and prohibits unlawful discrimination based on race, color, religion, gender, sexual orientation, gender identity/expression, national origin/ancestry, age, disability, marital status, medical condition, and veteran status.
Revolution Medicines takes protection and security of personal data very seriously and respects your right to privacy while using our website and when contacting us by email or phone. We will only collect, process and use any personal data that you provide to us in accordance with our CCPA Notice and Privacy Policy. For additional information, please contact privacy@revmed.com.
Base Pay Salary Range
$273,000-$321,000 USD
We are aware of recent recruitment scams in which individuals or organizations falsely represent themselves as being affiliated with Revolution Medicines. These scams may appear as false job advertisements or unsolicited contacts through communication or chat platforms, email, phone, or text message.
Please note that Revolution Medicines does not extend unsolicited employment offers and will never ask candidates to provide financial information, purchase equipment, or pay fees as part of the hiring process. All legitimate communication from Revolution Medicines will come from an official @revmed.com email address.
If you believe you've been contacted by someone impersonating a Revolution Medicines recruiter, please report it to careers@revmed.com so we can share these impersonations with our IT team for tracking and awareness.