CMC Statistician

Bayer AG; Berkeley (CA); Hybrid; USD 165,000 - 185,000; Full time

Benefits offered by this job

Health care

Vision

Dental

Retirement

PTO

Sick leave

Job summary

Bayer is seeking a CMC Statistician in Berkeley, CA to perform advanced statistical analyses, data mining, and model development for biologics data. You will design experiments, validate data, and apply machine learning to transform sensor and product analytics into actionable insights.

Requirements include a PhD or Master’s with relevant experience and 1 year of Python/R usage for model development; telecommuting is allowed from home within reasonable commuting distance to Berkeley, up to 3

Qualifications

• PhD in Statistics, Applied Mathematics or closely related quantitative field; or Master’s with 3+ years of relevant experience.
• 1 year of experience using Python and R to design, develop and deliver statistical models and machine learning algorithms on biotech data.
• Experience using GitLab and Jupyter to process and transform semi-structured data into usable features.

Responsibilities

• Perform advanced statistical analyses and data mining on large biotech datasets.
• Develop and test experimental designs, sampling techniques and analytical methods.
• Query large structured and unstructured data from disparate sources and clean/validate data for analysis.
• Develop mathematical and statistical models to simulate biologic processes and report results.
• Design biologics experiments and apply design of experiments and advanced analytics in GMP contexts.

Skills

Statistical modeling

Machine learning

Data mining

Design of experiments

Time series analysis

Education

PhD in Statistics or Applied Mathematics or related field

Master's degree with 3+ years experience

Tools

Python

R

GitLab

Jupyter

GCP

AWS

Domino

Job description

At Bayer we’re visionaries, driven to solve the world’s toughest challenges and striving for a world where 'Health for all Hunger for none' is no longer a dream, but a real possibility. We’re doing it with energy, curiosity and sheer dedication, always learning from unique perspectives of those around us, expanding our thinking, growing our capabilities and redefining 'impossible'. There are so many reasons to join us. If you're hungry to build a varied and meaningful career in a community of brilliant and diverse minds to make a real difference, there's only one choice.

CMC Statistician for Berkeley, CA to perform advanced statistical analyses & data mining; develop & test experimental designs, sampling techniques, and analytical methods; query large sets of structured & unstructured biological and biotechnology data from disparate sources; clean & validate data to ensure accuracy, completeness and uniformity for statistical analysis; develop mathematical & statistical models to simulate biologic processes, functions & behaviors, and report results; design experiments for biologics & perform data analysis using statistical methods and machine learning tools. Requires Ph.D. in Statistics, Applied Mathematics or closely related quantitative field & 1 yr experience in using Python and R to design, develop & deliver statistical models and machine learning algorithms using biotech data sets; monitoring biological systems & making recommendations regarding process control and optimization; using gitlab & Jupyter to transform semi-structured and unstructured biological process sensor data and biological product analytical data into features for model development; supporting biological processes, product development & GMP cell therapy manufacturing applying design of experiments & advanced statistical data analysis; querying biological process data & performing data mining and visualization in GCP, AWS and/or Domino; and developing models with genomic data to conduct time series & ANOVA analysis for biological data sets. Will also accept a Master's degree in stated fields and 3 yrs stated experience. Telecommuting permitted from home office location within reasonable commuting distance of Berkeley, CA up to 3 days per week. Salary Range: Employees can expect to be paid a salary between $165,000.00 to $185,000.00. Additional compensation may include a bonus or commission (if relevant). Additional benefits include health care, vision, dental, retirement, PTO, sick leave, etc. The offered salary may vary within this range based on an applicant's location, market data/ranges, an applicant's skills and prior relevant experience, certain degrees and certifications, and other relevant factors.

YOUR APPLICATION

Bayer offers a wide variety of competitive compensation and benefits programs. If you meet the requirements of this unique opportunity, and want to impact our mission Health for all, Hunger for none, Be part of something bigger. Be you. Be Bayer. To all recruitment agencies: Bayer does not accept unsolicited third party resumes. Bayer is an Equal Opportunity Employer/Disabled/Veterans. Bayer is committed to providing access and reasonable accommodations in its application process for individuals with disabilities and encourages applicants with disabilities to request any needed accommodation(s) using the contact information below.

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