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Senior Machine Learning Engineer

2 months ago

Sydney, New South Wales, Australia Culture Amp Full time
About Culture Amp

Culture Amp is the world's leading employee experience platform, revolutionizing how 25 million employees across more than 6,500 companies create a better world of work.

Our mission is to make a better world of work, and we're looking for a Senior Machine Learning Engineer to help us accelerate our capability in building and enhancing machine learning platform that is powered by AI, LLMs.

Role Overview

We are searching for a Senior ML Engineer to work with data scientists and other engineers to provide a central LLM gateway that enables product teams across Culture Amp to leverage the power of Gen AI to build impactful features.

The LLM gateway provides governance, centralized logging and auditing, safe and responsible AI usage, monitoring and evaluating AI models, and mitigating prompt injections.

Key Responsibilities
  • Participate in code reviews, architecture discussions, and contribute to best practices in ML engineering
  • Collaborate and work closely with other engineers in your team through pair/mob programming, writing solution designs, or giving feedback on pull requests, to build shared understanding of your work
  • Stay up-to-date with the latest advancements in machine learning and AI technologies and integrate them into our products
  • Play a crucial role in delivering team objectives with other engineers in the team
Requirements
  • Python software engineering expertise
  • Familiarity with various stages of the ML lifecycle and MLOps: data labeling, fine tuning models, evaluation, CI/CD, deployment, versioning, monitoring, etc.
  • Familiarity with machine learning libraries (e.g., TensorFlow, PyTorch, HuggingFace)
  • Understanding of transformer architectures and LLMs
  • Experience working with AI, machine learning, LLMs and NLP
  • Experience working with cloud platforms and infrastructure (e.g. AWS, GCP)
What We Offer

We believe that our employees are the heartbeat of our success. We're committed to fostering a work environment that truly cares for and develops its people, and creates lasting positive impact.

In addition to providing a competitive compensation package, some of the key benefits we offer are:

  • Employee Share Options Program: We empower you to be an owner in Culture Amp and share in our success
  • Programs, coaching, and budgets to help you thrive personally and professionally
  • Access to external providers for mental wellbeing and coaching support to sustain the wellbeing, safety and development of our people
  • Monthly Camper Life Allowance: An automatic allowance paid out each month with your pay - you can spend it however you like to help improve your experience and life outside work
  • Team budgets dedicated to team building activities and connection
  • Intentional quarterly wellbeing pauses: A quarterly company-wide shutdown day in each region to to collectively pause, reset and focus on restoration and rest, without having to tap into individual vacation time
  • Extended year-end breaks: An extended refresh period at the end of year
  • Excellent parental leave and in work support program available from day 1 of joining Culture Amp
  • 5 Social Impact Days a year to make a positive impact on the community outside of work
  • MacBooks for you to do your best & a work from home office budget to spend on setting up your home office
  • Medical insurance coverage for you and your family (Available for US & UK only)