Data Scientist

Job Description

• Must have 12+ years of experience working in Data science, Machine learning and especially NLP technologies.

• Exposure to various LLM technologies and solid understanding of Transformer Encoder Networks.

• Able to apply deep learning and generative modeling techniques to develop LLM solutions in the field of Artificial Intelligence.

• Utilize your extensive knowledge and expertise in machine learning (ML) with a focus on generative models, including but not limited to generative adversarial networks (GANs), variational autoencoders (VAEs), and transformer-based architectures.

• Solid understanding of Model development, model serving, training/re-training techniques in a data sparse environment.

• Very good understanding of Prompt engineering techniques in developing Instruction based LLMs.

• Must be able to design, and implement state-of-the-art generative models for natural language processing (NLP) tasks such as text generation, text completion, language translation, and document summarization.

• Work with SAs and collaborate with cross-functional teams to identify business requirements and deliver solutions that meet the customer needs.

• Passionate to learn and stay updated with the latest advancements in generative AI and LLM.

• Nice to have -contributions to the research community through publications, presentations, and participation in relevant conferences or workshops.

• Evaluate and preprocess large-scale datasets, ensuring data quality and integrity, and develop data pipelines for training and evaluation of generative models.

• Ability to articulate to business stakeholders on the hallucination effects and various model behavioral analysis techniques followed.

• Exposure to developing Guardrails for LLMs both with open source and cloud native models.

• Collaborate with software engineers to deploy and optimize generative models in production environments, considering factors such as scalability, efficiency, and real-time performance.

• Nice to have- provide guidance to junior Data Scientists, sharing expertise and knowledge in generative AI and LLM, and contribute to the overall growth and success of the data science team.

Job Types: Full-time, Contract

Salary: $80.00 - $90.00 per hour

Schedule:

• 8 hour shift

Experience:

• AI: 5 years (Required)
• LLM: 5 years (Required)

Ability to Commute:

• Raritan, NJ 08869 (Required)

Ability to Relocate:

• Raritan, NJ 08869: Relocate before starting work (Required)

Work Location: In person