Data Scientist – Genomic Prediction – #01SR1

Job Listing No: 9740000

Data Scientist – Genomic Prediction – #01SR1

We are seekingexceptionally talented individual with a passion for innovation to lead a datascience team in our Global Analytics Team within the Breeding Organization. Theglobal analytics team is a cutting edge group that analyzes big data to developpredictive/prescriptive models to accelerate Bayer???s product development. Aspart of our diverse, highly dynamic group, you will be driving big datachallenges and will lead a team of exceptional data scientists with diversebackgrounds (Mathematicians, Statisticians and Engineers) to foster your careergrowth and development while delivering next-generation scientificbreakthroughs. You will provide strategic technical and project leadershipin a fast paced R&D team environment to accelerate our efforts on buildinga data-driven product pipelineResponsibilities: Driving big data challenges in our diverse, highly
dynamic group.Providing technical contributions in a fast-paced
R&D team environment to accelerate our efforts on building a
data-driven product pipeline.Using latest advances in machine learning, predictive
analytics and optimization algorithms. Identify and drive the development
and deployment of new methodologies globally, to accelerate our pipeline
and product development effortsPredicting and optimizing our product pipeline and
improve probability of success of our products.Developing sustainable, consumable, accurate, and
impactful reporting on model inputs, model outputs, observed outputs,
business impact, and key performance indicators.Communicating research with peers, and with appropriate
calibration to stakeholders in small and large group settings. Acquiring
support and partnership from cross functional teams in the company,
including engineering and IT teams at Bayer globally.Qualifications:Minimum Qualifications: PhD -OR- Master???s Degree with 3+ years in industry
experience in Animal or Plant Breeding, Quantitative Genetics, Statistical
Genetics, Statistics, Biostatistics, or related field.Strong programming skilsl (R, Python or Scala)Deep understanding of genomic prediction modeling
and/or model machine learning techniques and their mathematical
underpinning 2+ year experience in SQL development skills writing
queries.Proven ability to tailor machine learning algorithms
and/or complex linear mixed models (GBLUP, Bayesian Genome-wide
Regression, Ensembles, Deep Learning, etc.) to business problems in cross
functional team.Proven ability to communicate complex qualitative
analysis in clear, precise and actionable manner. Preferred Qualifications:  Proficiency in at least one complied language (i.e.
C/C++, Java, Fortran and etc.).Proficiency in complex matrix algebra and high
dimensional predictive models (thousands+ of features).2+ years of experience with data visualization tools.Experience productionizing machine learning/statistical
model is a plus.5+ years experience with building R/Python packages
with foreign language interfaces.Experience with distributed computing and big data
platforms Experience with working in Linux environment and/or
AWS. Experience with linear mixed model software/packages
(ASREML, lme4, BLUPF90 and etc.).Experience with machine learning and deep learning
packages (i.e. TensorFlow, Keras etc.). Bayer successfully completed the acquisition ofMonsanto in June 2018, bringing together Monsanto???s leadership in seeds andplant traits with Bayer???s leadership in chemical and biological cropprotection. By joining forces, we will create even more extensive careeropportunities for talent around the world. We???re a global team working to shapeagriculture through breakthrough innovation that will benefit farmers,consumers, and our planet. Whilewe are now Bayer, we will continue to hire using separate career sites until wecan integrate our career platforms. We invite you to explore the careeropportunities available at the combined company by visiting advancingtogether.com/careers.

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