Senior Principal Data Scientist
Senior Principal Data Scientist
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1 Vacancy
Job Description
Overview
Experians Innovation Lab is a R&D unit at Experian formed with the objevtive to work in collaboration with Experians departments to develop new solutions acquire strategic datasets to enhance relationships with clients.
What Youll Do
As a Senior Principal Data Scientist at the Experian Innovation Lab your role will be to help frame Labs R&D roadmap lead the research and development of analytical solutions prototype new products and evaluate data assets. You will bring experience in predictive modeling machine learning and deep learning to this position. You should also have experience in coaching and growing junior Data Scientist and Data Engineers.
Responsibilities
- Understand market trends and our clients pain points to lead along with other Lab leaders the Labs R&D road map for next 3-5 years to addresses industry needs
- Follow new technologies in AI and Machine Learning and guide the R&D efforts to apply the latest technology to address our clients challenges.
- Lead the development of impactful analytical solutions with Return on investment related to Identity management fraud detection risk management and marketing optimization.
- Solve complex challenges by developing impactful algorithms
- Craft advanced machine learning analytical solutions to extract insights from diverse structured and unstructured data sources.
- Lead efforts to improve the Labs data management data processing knowledge discovery and modeling process
- Coach junior team members of the Lab
- Unearth data value by selecting and applying the right machine learning deep learning and processing techniques.
- Improve data manipulation and retrieval through the design of efficient data structures and storage solutions.
- Innovate with tools designed for data processing and information retrieval.
- Dissect and document vast datasets analyzing them to highlight patterns and insights.
- Ensure model excellence by validating performance scores and analyzing Return on investment and benefits.
- Articulate model processes and outcomes documenting and presenting findings and performance metrics
- #LI-Remote
Qualifications :
- Ph.D degree in Machine Learning Data Science AI Computer Science or a related quantitative field.
- More than 10 years of experience in AI data science and predictive modeling
- Track record in leading development of impactful analytical solutions with Return on investment for fraud detection risk management or marketing optimization.
- Experienced in leading sizable teams to develop AI driven analytical solutions
- Proficiency in multiple programming languages including Python Java C and C
- Experience developing analytical solutions using deep learning (CNN RNN LSTM attention models) machine learning methodologies (SVM GLM boosting random forest etc.) graph models and reinforcement learning.
- Experience with open-source tools for deep learning and machine learning technology such as pytorch Keras tensorflow scikit-learn pandas
- Experience with large data analysis using Spark (pySpark preferred)
- Experience with LLMs and the relevant tools in the Generative AI domain.
- Experience developing advanced language models
- Experience in developing and applying Generative AI based technology
- Experience with Hadoop and NoSQL related technologies such as Map Reduce Hive HBase mongoDB Cassandra.
- Experience with GPU programming
Additional Information :
Benefits/Perks
- Great compensation package and bonus plan
- Core benefits including medical dental vision and matching 401K
- Flexible work environment ability to work remote hybrid or in-office
- Flexible time off including volunteer time off vacation sick and 12-paid holidays
- Explore all our exciting benefits here: uniqueness is that we celebrate yours. Experians culture and people are important differentiators. We take our people agenda very seriously and focus on what matters; DEI work/life balance development authenticity collaboration wellness reward & recognition volunteering... the list goes on. Experians people first approach is award-winning; Worlds Best Workplaces 2024 (Fortune Top 25) Great Place To Work in 24 countries and Glassdoor Best Places to Work 2024 to name a few. Check out Experian Life on social or our Careers Site to understand why.
Experian is proud to be an Equal Opportunity and Affirmative Action employer. Innovation is an important part of Experians DNA and practices and our diverse workforce drives our success. Everyone can succeed at Experian and bring their whole self to work irrespective of their gender ethnicity religion colour sexuality physical ability or age. If you have a disability or special need that requires accommodation please let us know at the earliest opportunity.
Remote Work :
Yes
Employment Type :
Full-time
Employment Type
Remote
Company Industry
Department / Functional Area
Analytics
Key Skills
- Machine Learning
- Python
- Data Science
- AI
- R
- Research Experience
- Sensors
- Drug Discovery
- Research & Development
- Natural Language Processing
- Data Analysis Skills
- Toxicology Experience
