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About the Role

As an AI Software Engineer at BCG X, you will be part of a rapidly growing engineering team, helping to build the next generation of AI solutions. You will partner with clients across various BCG regions and industries on key topics like climate change, enabling them to design, build, and deploy innovative solutions. Responsibilities include developing thought leadership, leading conferences, applying software development practices, optimizing computational efficiency, and collaborating with teams.

Responsibilities

Own the full analytics value-chain end to end: framing new business challenges, designing innovative algorithms, implementing, and deploying scalable solutions, and enabling colleagues and clients to fully embrace AI.
Partner with clients in a variety of BCG regions and industries, and on key topics like climate change, enabling them to design, build, and deploy new and innovative solutions.
Develop and deliver thought leadership in scientific communities and papers.
Lead conferences on behalf of BCG X.
Apply software development practices and standards to develop robust and maintainable software.
Actively involved in every part of the software development life cycle.
Guide non-technical teams and consultants in best practices for robust software development.
Optimize and enhance computational efficiency of algorithms and software design.
Interact directly with clients on new features for future product releases.
Collaborate in teams to share software design and solution ideas.

Requirements

3-6 years experience with frameworks like PyTorch, TensorFlow, Hugging Face Transformers, and LangChain.
Familiarity with vector databases (e.g., FAISS, Pinecone, Chroma) and orchestration tools (e.g., Ray, Airflow).
Proficiency in prompt design, model interpretability, and evaluation techniques specific to LLMs.
Passion for software development, large-scale data analytics and transforming organizations into AI led innovative companies.
Motivated by a fast-paced, service-oriented environment.
A natural problem-solver and intellectually curious across a breadth of industries and topics.

Skills

PyTorch
TensorFlow
Hugging Face Transformers
LangChain
FAISS
Pinecone
Chroma
Ray
Airflow
Prompt design
Model interpretability
LLM evaluation techniques
Python

Location

Sydney
Perth

Work Type

Full-time

Experience Level

3-6 years

About the Company

Boston Consulting Group partners with leaders in business and society to tackle their most important challenges and capture their greatest opportunities.
BCG was the pioneer in business strategy when it was founded in 1963.
Today, we help clients with total transformation-inspiring complex change, enabling organizations to grow, building competitive advantage, and driving bottom-line impact.
To succeed, organizations must blend digital and human capabilities.
Our diverse, global teams bring deep industry and functional expertise and a range of perspectives to spark change.
BCG delivers solutions through leading-edge management consulting along with technology and design, corporate and digital ventures—and business purpose.
We work in a uniquely collaborative model across the firm and throughout all levels of the client organization, generating results that allow our clients to thrive.
We’re a diverse team of more than 3,000 tech experts united by a drive to make a difference.
Working across industries and disciplines, we combine our experience and expertise to tackle the biggest challenges faced by society today.
We go beyond what was once thought possible, creating new and innovative solutions to the world’s most complex problems.
Leveraging BCG’s global network and partnerships with leading organizations, BCG X provides a stable ecosystem for talent to build game-changing businesses, products, and services from the ground up, all while growing their career.
Together, we strive to create solutions that will positively impact the lives of millions.

Equal Opportunity

Boston Consulting Group is an Equal Opportunity Employer. All qualified applicants will receive consideration for employment without regard to race, color, age, religion, sex, sexual orientation, gender identity / expression, national origin, disability, protected veteran status, or any other characteristic protected under national, provincial, or local law, where applicable, and those with criminal histories will be considered in a manner consistent with applicable state and local laws.
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