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Analyst-Data Science
Resy
posted 2mon ago
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Job Description
This Position is in GSG Advanced Analytics team as part of GSG MIS COE, is looking for full time candidates as Data Science Analysts. The Advanced Analytics team works across multiple Data Science/Machine Learning portfolio of projects across GSG organization across multiple areas of Servicing.
Understand the overall business perspective and help conceptualize the business problem into a Data Science/ML roadmap
Have a research bend of mind and read/engage/apply new techniques and algorithms in the field to generate efficiencies/process improvements.
Rigorous testing of algorithms as per business norms and delivering significant working leverage over status quo and generate value for the business.
Capability of writing, debugging and compiling codes in multiple Machine Learning environment and understanding of Python stack is necessary.
Research focus on problem solving through NLP(Natural Language Processing) is critical.
Clear application on performance testing and validation framework of machine learning models.
Understand and deploy mathematical foundations of cutting edge NLP techniques on varied sources of data.
Willingness to derive insights from terabyte sized data and capability to design scalable solutions is paramount
Minimum Qualifications
Complete grip on Python environment and libraries (pandas, numpy, nltk, statsmodels, genism, pyspark, spacy, transformers)
Proven experience of applying using Machine Learning techniques like Regression, Classification, Supervised or Unsupervised Recommenders, Deep Learning etc
Ability to work in cross functional teams
Excellent data wrangling and visualization skills
Hands on knowledge of SQL is expected
Preferred Qualifications
Prior experience working with Transformers/LSTMs/CNNs preferred
Working knowledge of fine tuning Large Language Models(LLMs) is a plus.
Deep knowledge of Statistics and Maths and ability to dissect problems from the first principle. Exposure to fields like Linear Algebra, Bayesian Statistics, Group theory is desirable
Deep learning expertise is preferred and any of Tensorflow/Torch is preferred
We back our colleagues and their loved ones with benefits and programs that support their holistic we'll-being. That means we prioritize their physical, financial, and mental health through each stage of life.
Benefits include:
- Competitive base salaries
- Bonus incentives
- Support for financial-we'll-being and retirement
- Comprehensive medical, dental, vision, life insurance, and disability benefits (depending on location)
- Flexible work arrangements and schedules with hybrid and virtual options with Amex Flex
- Generous paid parental leave policies (depending on your location)
- Free access to global on-site we'llness centers staffed with nurses and doctors (depending on location)
- Free and confidential counseling support through our Healthy Minds program
- Career development and training opportunities
Employment Type: Full Time, Permanent
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