Analyst - Data Science - Gurgaon - American
- American Express
- 1 - 4 years
- Noida, Gurugram
- 1 month ago
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Job Description
- 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
- Complete grip on Python environment and libraries (pandas, numpy, nltk, statsmodels, genism, pyspark, spacy, transformers), Deep learning expertise is preferred and any of Tensorflow/Torch is preferred.
- Proven experience of applying using Machine Learning techniques like Regression, Classification, Supervised or Unsupervised Recommenders, Deep Learning etc
- 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
- Ability to work in cross functional teams
- Excellent data wrangling and visualization skills
- Hands on knowledge of SQL is expected
- Prior experience working with Transformers/LSTMs/CNNs preferred
- Working knowledge of finetuning Large Language Models(LLMs) is a plus.
- Competitive base salaries
- Bonus incentives
- Support for financial-well-being and retirement
- Comprehensive medical, dental, vision, life insurance, and disability benefits (depending on location)
- Flexible working model with hybrid, onsite or virtual arrangements depending on role and business need
- Generous paid parental leave policies (depending on your location)
- Free access to global on-site wellness centers staffed with nurses and doctors (depending on location)
- Free and confidential counseling support through our Healthy Minds program
- Career development and training opportunities
Job Classification
Industry: Financial ServicesFunctional Area: Financial Services
Role Category: Data Science & Machine Learning
Role: Data Science & Machine Learning - Other
Employement Type: Full time
Contact Details:
Company: American ExpressLocation(s): Noida, Gurugram
Keyskills: Career development deep learning data science Finance MIS Machine learning Performance testing Natural language processing SQL
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