Regional Data Scientist APAC - MD,FT COE
Location
Delhi | India
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.
Regional Data Scientist APAC - MD,FT COE POSITION PURPOSE: The Regional Data Scientist APAC is responsible to develop and utilize best-in-class data management techniques and modeling methodologies for Regional Market Development (MD) field experiments and drive value to customers through data analytics. This role is also responsible for identifying and establishing best practices and systems to collect and store data, optimize data usability, and analyze data with predictive models. In conjunction with the Global FT COE team, develop data structure for MD data lake, working with internal and public data (including image data) allowing the data to be used for artificial intelligence and meta-analyses. The role will effectively network within the Data Science Community and collaboratively partner with regional and country Market Development teams to drive efficient and effective field trials and provide analytical insights to support product and solution recommendations.
YOUR TASKS AND RESPONSIBILITIES: - Work on creating the right data structure, data lake and data flow
- Provide data in real time in automated flow
- Develop and validate data QA/QC procedures
- Independently perform statistical and predictive modeling of field trial data (including image data) for rapid analyses that enhance decision quality to support new product launches (including S&T, CP, SGR, Biologics, Digital etc), grow market share, and product maintenance in APAC
- Identify technical gaps within the Market Development region and applying data science acumen to unsolved business goals
- Provide clear and understandable validated analysis of trial results to internal customers which drive both strategic decisions, knowledge transfer, and marketing/sales support
- Provide value added business recommendations and solutions based on innovative predictive analytics to accelerate product development and characterization
- Apply data analytical principles which maximize the predictive power of trial results to enable data-based decision making and support APAC business growth
- Ensure quality control processes are established for verification and validation of data
- Partner with IT teams to ensure data stewardship best practices are followed across data systems and processes from data entry through reporting
- Collaborate with interdisciplinary scientists to gather requirement for data pipelines; Optimize algorithms and data workers to scale horizontally and contribute to the development of new algorithms and capabilities that will enable connected pipeline analytics for all pipelines
WHO YOU ARE: - M.S., Ph.D. preferred, in statistics, data science or quantitative discipline
- Experience with GPC cloud services (BigQuery), python, github, R, and data modeling methodologies
- Technical knowledge in: SQL and NoSQL databases (data warehousing, data modeling, etc.)
- Experience with big data tools (Spark, Kafka.)
- Experience with tools for authoring workflows and pipelines (Airflow, AWS Step Functions, etc.)
- Demonstrated ability to work effectively in teams and collaborate across functions
- Demonstrated ability to interpret results effectively and clearly communicate complex concepts and recommendations
Bayer does not charge any fees whatsoever for recruitment process. Please do not entertain such demand for payment by any individuals / entities in connection with recruitment with any Bayer Group entity(ies) worldwide under any pretext. Please don't rely upon any unsolicited email from email addresses not ending with domain name 'bayer.com' or job advertisements referring you to an email address that does not end with 'bayer.com'. YOUR APPLICATION Bayer is an equal opportunity employer that strongly values fairness and respect at work. We welcome applications from all individuals, regardless of race, religion, gender, age, physical characteristics, disability, sexual orientation etc. We are committed to treating all applicants fairly and avoiding discrimination.
Location: India : Delhi : Delhi || India : Karnataka : Bangalore || India : Maharashtra : Mumbai || India : Tamil Nadu : Chennai || India : Telangana : Hyderabad
Division: Crop Science
Reference Code: 804165
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