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Senior Data Scientist (GenAI)
Roche India - Roche Services and Solutions
Hyderabad
A healthier future. It’s what drives us to innovate. To continuously advance science and ensure everyone has access to the healthcare they need today and for generations to come. Creating a world where we all have more time with the people we love.
That’s what makes us Roche.
Roche has established Global Analytics and Technology Center of Excellence (GATE) at Chennai and Hyderabad to drive analytics & technology driven solutions by partnering with Roche affiliates across the globe.
As a Senior Data Scientist, specializing in Generative AI, you would lead development of a business solution through advanced NLP techniques in an agile delivery mode, working directly with partners in the business teams from Roche affiliates across the globe.
Your Opportunity
Work independently and/or lead team of Data Scientists to design and develop pipelines for Develop and implement enterprise-level GenAI models and tools to solve business problems
Work with partners throughout the organization to identify opportunities for leveraging company data to drive business solutions
Conduct research to identify emerging trends and technologies in Gen AI and other areas of data science
Build toolsets and re-usable components for our future projects and ideas and automate the AI solution to achieve maximum efficiency
Write modularized, production ready code that is easily scalable across data volume and business functions
Lead project delivery with your Manager through regular meetings, extensive documentation and clear timeline setting
Develop processes and tools to monitor and analyze model performance and data accuracy
Train junior team members on NLP and ML techniques
Who You Are:
You holds bachelor degree with 5-8 years of experience in the Data Science and Generative AI. Preferably, you have a Master's in Data Science, Machine Learning, Statistics, Economics/Econometrics, Computer Science or related field)
Certifications on AI/ML/Data science would be an added advantage
Understanding of basic concepts in Text Mining, NLP and NLU, hands-on experience with regular expressions
Prompt Engineering: be able to craft effective prompts and instructions to guide models towards desired outputs, ensuring coherence, factual accuracy, and alignment with ethical considerations
Model Optimization: Leverage techniques like RAG, Fine tuning to optimize models
Experience with modern deep learning architectures for NLP (encoder-decoder, transformers, attention), including: a) hands-on experience with using transformers like Huggingface, SBert, GPT-2/GPT-3 b) capability to build ML/DL pipeline for training/tuning model (including transfer learning)
Knowing Docker, Kubernetes and cloud platforms (especially AWS) is added advantage
General understanding of AGILE Project Delivery process
Excellent written and verbal communication skills for coordinating across teams
Strong analytic approach and logical thinking capability, strong QC approach
At Roche, more than 100,000 people across 100 countries are pushing back the frontiers of healthcare. Working together, we’ve become one of the world’s leading research-focused healthcare groups. Our success is built on innovation, curiosity and diversity.
Roche is an Equal Opportunity Employer.