Data Scientist

Job description

Position Description:

Exp: 6-8 years
Location: Pune

Job Description:

We are looking for an experienced and enthusiastic NLP Data Scientist to join our NLP Team and AI Team. You will be responsible for developing and deploying innovative NLP solutions using state-of-the-art techniques and technologies. You will work closely with business stakeholders, and other AI experts to understand their needs and deliver impactful NLP applications.

Job Responsibilities
• Prototype and validate NLP solutions using agile methodologies and best practices.
• Conduct exploration and development on various NLP topics, such as text classification, named entity recognition, sentiment analysis, question answering, topic classification summarization, etc.
• Design, implement, and evaluate POCs and end-to-end solutions using OpenAI LLMs and other open source LLMs.
• Optimize and fine-tune the performance of LLMs using prompt engineering and RAG-based methods.
• Deploy and monitor NLP models and applications in production environments.
• Communicate and present NLP results and insights to internal and external stakeholders.
• Collaborate with other AI team members and stakeholders to understand the requirements, propose solutions, and deliver high-quality results.
• Communicate effectively with the business partners and present the solutions in a clear and concise manner.
• Stay updated with the latest developments and trends in NLP and LLMs.

Job Requirements

Technical:
• Bachelor’s/master’s degree in computer science, Engineering, Mathematics or related field.
• 6-8 years of total experience in data science, machine learning or NLP with a significant focus on unstructured data analytics.
• 3+ years of hands-on experience in developing and deploying NLP solutions in an enterprise setting using traditional NLP techniques (non-LLM & non-GenAI based).
• 1+ years of hands-on experience in doing impactful POCs and building LLM based applications.
• Experience in Conversational AI, Information retrieval, Knowledge Management will be a plus.
• Good working knowledge of prompt engineering and RAG based applications.
• Experience with OpenAI LLMs and conceptual idea on open source LLMs.
• Ability to propose and visualize overall solution for a given requirements beyond NLP components.
• Proficient in Python and common NLP libraries, such as NLTK, spaCy, transformers, etc. Ability to write production-grade python code is a plus.
• Familiar with cloud platforms, such as Azure and NLP frameworks, such as Hugging Face, AllenNLP, etc.

Non-Technical:
• Very good communication skills, both written and verbal. Ability to work in a team setting with members of diversified skills.
• Prior experience in working with enterprise customers, in an evolving environment and under stringent timelines.
• Self-starter who can define precise problems and also has the zeal to explore, identify and implement optimal solutions.

Skills:

·  Artificial Intelligence
·  Python
·  Natural Language Processing

What you can expect from us:

Together, as owners, let’s turn meaningful insights into action.

Life at CGI is rooted in ownership, teamwork, respect and belonging. Here, you’ll reach your full potential because…

You are invited to be an owner from day 1 as we work together to bring our Dream to life. That’s why we call ourselves CGI Partners rather than employees. We benefit from our collective success and actively shape our company’s strategy and direction.

Your work creates value. You’ll develop innovative solutions and build relationships with teammates and clients while accessing global capabilities to scale your ideas, embrace new opportunities, and benefit from expansive industry and technology expertise.

You’ll shape your career by joining a company built to grow and last. You’ll be supported by leaders who care about your health and well-being and provide you with opportunities to deepen your skills and broaden your horizons.

Come join our team—one of the largest IT and business consulting services firms in the world.