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Senior Full-Stack AI Engineer

2 months ago

Sydney, New South Wales, Australia Bain & Company Inc Full time
About the Role

We are seeking a highly skilled Senior Full-Stack AI Engineer to join our Advanced Analytics Group at Bain & Company Inc. As a key member of our team, you will leverage your expertise to design, develop, and maintain cloud-based AI applications, leveraging a full-stack technology stack to deliver high-quality, scalable, and secure solutions.

Key Responsibilities
  • Design, develop, and maintain cloud-based AI applications, leveraging a full-stack technology stack to deliver high-quality, scalable, and secure solutions.
  • Collaborate with cross-functional teams, including product managers, data scientists, and other engineers, to define and implement analytics features and functionality that meet business requirements and user needs.
  • Utilize Kubernetes and containerization technologies to deploy, manage, and scale analytics applications in cloud environments, ensuring optimal performance and availability.
  • Develop and maintain APIs and microservices to expose analytics functionality to internal and external consumers, adhering to best practices for API design and documentation.
  • Implement robust security measures to protect sensitive data and ensure compliance with data privacy regulations and organizational policies.
  • Continuously monitor and troubleshoot application performance, identifying and resolving issues that impact system reliability, latency, and user experience.
  • Participate in code reviews and contribute to the establishment and enforcement of coding standards and best practices to ensure high-quality, maintainable code.
  • Stay current with emerging trends and technologies in cloud computing, data analytics, and software engineering, and proactively identify opportunities to enhance the capabilities of the analytics platform.
  • Collaborate with DevOps and infrastructure teams to automate deployment and release processes, implement CI/CD pipelines, and optimize the development workflow for the analytics engineering team.
  • Collaborate closely with and influence business consulting staff and leaders as part of multi-disciplinary teams to assess opportunities and develop analytics solutions for Bain clients across a variety of sectors.
  • Influence, educate and directly support the analytics application engineering capabilities of our clients.
  • Travel is required (30%).
About You
  • Master's degree in Computer Science, Engineering, or a related technical field.
  • 3+ years at Senior or Staff level, or equivalent.
  • Experience with client-side technologies such as React, Angular, HTML, and CSS.
  • Experience with server-side technologies such as Django, Flask, Fast API.
  • Experience with cloud platforms and services (AWS, Azure, GCP) via Terraform Automation (good to have).
  • 4+ years of Python expertise.
  • Use Git as your main tool for versioning and collaborating.
  • Experience with DevOps, CI/CD, Github Actions.
  • Experience with LLMs, Prompt engineering, Langchain.
  • Experience with workflow orchestration - doesn't matter if it's dbt, Beam, Airflow, Luigy, Metaflow, Kubeflow, or any other.
  • Experience implementation of large-scale structured or unstructured databases, orchestration and container technologies such as Docker or Kubernetes.
  • Strong interpersonal and communication skills, including the ability to explain and discuss complex engineering technicalities with colleagues and clients from other disciplines at their level of cognition.
  • Curiosity, proactivity, and critical thinking.
  • Strong computer science fundaments in data structures, algorithms, automated testing, object-oriented programming, performance complexity, and implications of computer architecture on software performance.
  • Strong knowledge in designing API interfaces.
  • Knowledge of data architecture, database schema design, and database scalability.
  • Agile development methodologies.
About Bain & Company Inc

Bain & Company Inc is an equal opportunity employer, committed to ensuring diversity and inclusion in our workplace. We encourage applications from all backgrounds, including those of Aboriginal & Torres Strait Islander descent. In order to provide a safe workplace environment, Bain Australia offices can only be attended by employees, contractors, and visitors (including recruits) who are fully vaccinated for COVID-19 or have a medical exemption which includes either a medical contraindication certificate or a medical clearance form.