Senior Data Scientist - Gen AI Insurance client

NOTE: This role is a permanent position with one of our clients within the insurance industry. You will NOT be employed by BCG.

Be part of something groundbreaking

We are currently partnering with a global leader in the insurance space on their journey towards reshaping the core of their business. To achieve this, our client is making a long-term commitment to a brand-new, innovative Generative AI team, designed to explore new possibilities for how artificial intelligence can be applied in insurance and beyond.

This team is central to their vision of the future and the core of their business offering. They will incorporate best-in-class engineering and product management principles, and your guidance and collaboration will be critical to its success. If you're excited by the opportunity to create meaningful impact at scale, we'd love to hear from you.

As a Senior Data Scientist, you will have the opportunity to be at the forefront of groundbreaking Generative AI initiatives, leveraging and further developing your skills to shape the future of insurance. If you're looking for a place to grow your career, where your contributions will shape the future of the industry, this is a great opportunity for you.

How you will create impact

As a Senior Data Scientist you will support the development and delivery of innovative AI solutions, helping the firm to become a leader in applying Generative AI to solve complex business challenges. This is an exciting opportunity to shape a newly formed team with the resources and support to explore fresh, creative approaches. With your expertise, we'll transform how data drives innovation, creating smarter, more efficient, and personalized solutions that set new standards for the industry.

Your responsibilities include:

• Driving the development, and implementation of data science and generative AI models that deliver real-world impact.

• Collaborating with teams across the business product managers, business leaders, engineers, and others to create data-driven solutions that make a difference.

• Overseeing the end-to-end deployment of data science & AI/ML projects, from conceptualization to operational rollout, while ensuring that all solutions align with ethical and regulatory standards.

• Fostering a collaborative and innovative environment where knowledge-sharing and creativity thrive among the data science community

• Utilize Retrieval-Augmented Generation (RAG) and Prompt Engineering and few-shot techniques to enhance LLM's performance on specific tasks

• Build evaluation frameworks to measure LLMs efficacy, ground truth dataset quality, and guide product development roadmap

• Driving continuous improvement of AI capabilities by staying at the forefront of emerging technologies and identifying how they can enhance our operations.

• Contributing to day-to-day direction of multiple components of Data Science activities

What is needed to be successful:

• You bring significant experience as an applied data scientist

• Strong experience with retrieval methods e.g. using embeddings

• You have experience across the full ML lifecycle, ideally in financial services or insurance

• You have deep expertise in data science techniques such as deep learning, machine learning, statistical modelling, NLP, NLU

• You bring recent hands-on experience with Retrieval-Augmented Generation (RAG), prompting or AI model fine-tuning

• You are proficient with modern AI/ML platforms (e.g. Palantir Foundry, AWS SageMaker, or Snowflake), and are experienced with cloud-based cognitive services

• Strong experience using key Python packages for data wrangling, machine learning and deep learning such as pandas, scikit-learn, TensorFlow, torch, transformers, LangChain, etc

• You have strong data engineering skills in Python and PySpark

• Strong experience using Generative AI models, with a good understanding of deep learning model classes such as GPT, VAE, and GANs, as well as their hyperparameters

• Understanding of techniques for implementing guardrails, jailbreak prevention

• A track record of successfully managing cross-functional projects, delivering data science solutions on time and within budget

It would be nice if...

• You are familiar with NLP and conversational AI technologies and have used these tools to build impactful solutions

• You have led AI projects within highly regulated industries and understand the unique challenges of implementing cutting-edge technology in these environments

• You have experience with training and fine-tuning deep learning models, especially LLMs, and how to tune hyperparameters to ensure task generalization

NOTE: This role is a permanent position with one of our clients within the insurance industry. You will NOT be employed by BCG.