Capgemini
Senior Data Analyst – NLP
Job Description
Title – Senior Data Analyst – NLP
Location – Whippany NJ (Hybrid)
Duration – Fulltime
Key Responsibilities
- Business knowledge related to market data and fundamental data
- Clean and preprocess text data to remove noise, normalize text, and prepare it for further analysis.
- Develop and implement algorithms for text classification tasks, such as sentiment analysis, topic classification, or spam detection.
- Develop models to assign part-of-speech tags to words in text data, aiding in syntactic analysis
Required Skills
- Experienced Python Dev (Essential)
- Good understanding of design and architecture
- Worked on object oriented frameworks
- Good understanding of numerical and data packages – numpy, scipy, pandas
- Experience in designing machine learning pipelines (Essential)
- Experience in training, testing and deploying ML models live
- High level understanding of statistical and deep learning
- Experience with scikit-learn, pytorch/tensorflow/keras.
- Experience in Financial Engineering (Desirable)
- Some experience in financial modelling/forecasting
- Prior experience in corporate finance or markets (equities, rates, fx)
- Experience with NLP Models (Desirable)
- Use of LLM models for text generation/sentiment analysis
- Experience with fine-tuning using techniques like LORA/qLORA
- Experience with accelerated training libs like DeepSpeed
Life At Capgemini
Capgemini supports all aspects of your well-being throughout the changing stages of your life and career. For eligible employees, we offer:
- Flexible work
- Healthcare including dental, vision, mental health, and well-being programs
- Financial well-being programs such as 401(k) and Employee Share Ownership Plan
- Paid time off and paid holidays
- Paid parental leave
- Family building benefits like adoption assistance, surrogacy, and cryopreservation
- Social well-being benefits like subsidized back-up child/elder care and tutoring
- Mentoring, coaching and learning programs
- Employee Resource Groups
- Disaster Relief
About Capgemini
Capgemini is a global business and technology transformation partner, helping organizations to accelerate their dual transition to a digital and sustainable world, while creating tangible impact for enterprises and society. It is a responsible and diverse group of 340,000 team members in more than 50 countries. With its strong over 55-year heritage, Capgemini is trusted by its clients to unlock the value of technology to address the entire breadth of their business needs. It delivers end-to-end services and solutions leveraging strengths from strategy and design to engineering, all fueled by its market leading capabilities in AI, cloud and data, combined with its deep industry expertise and partner ecosystem. The Group reported 2023 global revenues of €22.5 billion.
Get The Future You Want | www.capgemini.com
Disclaimer
Capgemini is an Equal Opportunity Employer encouraging diversity in the workplace. All qualified applicants will receive consideration for employment without regard to race, national origin, gender identity/expression, age, religion, disability, sexual orientation, genetics, veteran status, marital status or any other characteristic protected by law.
This is a general description of the Duties, Responsibilities and Qualifications required for this position. Physical, mental, sensory or environmental demands may be referenced in an attempt to communicate the manner in which this position traditionally is performed. Whenever necessary to provide individuals with disabilities an equal employment opportunity, Capgemini will consider reasonable accommodations that might involve varying job requirements and/or changing the way this job is performed, provided that such accommodations do not pose an undue hardship.
Capgemini is committed to providing reasonable accommodations during our recruitment process. If you need assistance or accommodation, please reach out to your recruiting contact.
Click the following link for more information on your rights as an Applicant http://www.capgemini.com/resources/equal-employment-opportunity-is-the-law
