Data Scientist

3 weeks ago

hyderabad, India Aragen Life Sciences Full time
The Data Scientist will play a key role in enabling business for Data Driven Operations and Decision making in Agile and Product-centric IT environment with major focus on Drug Retrosynthesis and Integrated Drug Discovery.
Candidate would be expected to independently/with minimal supervision :
Lead by example in the application of in silico technologies to small molecule drug discovery programs
Champion and actively promote the use of cheminformatics, bioinformatics and AI/ML methods to expedite the Design-Make-Test-Analyze discovery cycle
Proficiency in algorithm/workflow development, deployment and application in a global, multi-site Linux environment including cloud computing
Design and implement scripts and/or visual programming workflows to automate data and compute intensive in silico design tasks
Work cross-functionally with colleagues in Medicinal Chemistry, Structural Biology, Biophysics, Pharmacology, ADME/Tox, IT and other functions within interdisciplinary drug discovery teams
Initiate and lead structure-based design projects in relevant therapeutic areas, collaborating with medicinal chemistry teams to optimize molecular design and protein targeting strategies.
Experience in a wide range of computational chemistry techniques including similarity searching, SAR modeling, molecule enumeration, ligand-protein modeling and the application of modern machine learning tools to key problems in chemistry, biology, and drug design.
Evaluate emerging computational and drug modalities and their application to drug discovery workflows
Partner closely with Business stakeholders for identifying opportunities and pain areas and creating business use cases chain to drive tangible Value Creation in terms of Revenue, Cost and Productivity improvement
Facilitate PoCs for potential use-cases and use Machine Learning and Deep Learning to develop / supervise development of self-correcting models and algorithms
Ensure Partnering and Collaboration with Product Managers, Solution Architects and Service teams to industrialize AI / ML models and conduct rapid and iterative prototyping of minimum viable solutions
Ensure continuous monitoring and optimization of algorithms to ensure best results
Operating Network
Internal: CDO, Data Science & AI Head, Business Head(s), Business Stakeholders – BU Heads, Functional Heads, and their teams; Technology Tower Leads & IT Delivery Teams
External: Digital Ecosystem partners – Academia, Start-ups, Digital Giants, Technology Solution & Service Providers, Consulting Firms, Independent Research Firms, Capability Building Partners, Industry Peers
Contemporary Skills: Must have good knowledge of Data Science & Analytics, Agile Methodologies, Design Thinking, User Experience and Digital Technologies
Educational Qualifications:
Masters / Ph.D. in Cheminformatics, Computational Chemistry, Computational Biophysics, Bioinformatics, or related field with 5+ years of relevant experience
Data Science / AI / ML Course from a Premier Institute is required.
Demonstrated impactful contributions to small-molecule drug discovery programs as exemplified by publications and/or patents/patent applications.
Experience Required:
Hands-on experience with AI/ML toolkits such as PyTorch and Tensor Flow
Expertise in cheminformatics / bioinformatics data analysis and large-scale data handling
Experience in CADD
Hands-on experience in use of issue tracking tools, source control, and build management
High-level proficiency in scripting or programming languages such as Python, C++
Experience in AWS AI Platform
Efficient and flexible disposition, able to rapidly learn new fields and use data science and machine learning to improve decision making and workflows
Ability to work in a Linux/Unix enterprise environment
Key Personal Attributes
- Strategic and Innovative Mind-set
- Hands-on Working Style
- Business focused, Customer & Service minded
- Strong Consultative and Management skills
- Good Communication and Interpersonal skills to manage senior stakeholders in business and IT
- Confident in advising, developing, and articulating solutions
- Result oriented and with a work ethic of delivering on-time and in scope
- Learning Agility

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