Machine Learning Solutions Architect

2 weeks ago

Melbourne, Victoria, Australia beBeeMachineLearning Full time $180,000 - $250,000

Advanced Machine Learning Engineer Role Overview

Job Description:

We are seeking a seasoned expert to spearhead the development of cutting-edge machine learning models.

In this pivotal role, you will bridge the gap between Generative AI and MLOps, collaborating with researchers and engineers to transform research into production-ready features. Your expertise in inference optimization and automated workflows will enable seamless handovers from research to production.

You will be responsible for designing and maintaining production pipelines for diffusion-based and related generative models. Your skills in quantization, distillation, caching, and multi-GPU parallelism will ensure efficient model performance. Additionally, you will establish scalable data pipelines and storage solutions to support high-throughput workloads.

  • Key Responsibilities:
  • Collaborate with researchers to bring new models from prototype to production.
  • Develop and maintain automated MLOps pipelines covering training, deployment, monitoring, and retraining.
  • Optimize inference for speed, reliability, and efficiency using techniques like quantisation, distillation, caching, and multi-GPU parallelism.
  • Create CI/CD workflows for machine learning that make handovers from research to production seamless and safe.
  • Design secure, reliable infrastructure on AWS (S3, EC2, SageMaker) using Infrastructure-as-Code tools like Terraform.

Requirements:

  • Generative AI Experience: Deployed diffusion-based or similar generative models into production and worked with inference optimization techniques.
  • MLOps Expertise: Skilled in building automated, reliable workflows for training, deploying, and monitoring ML models at scale.
  • Infrastructure & Cloud: Hands-on with AWS (S3, EC2, SageMaker), Kubernetes, Docker, and Infrastructure-as-Code (Terraform).
  • Data Foundations: Ability to design scalable data pipelines and storage solutions (SQL/NoSQL).
  • Performance & Efficiency: Proficient in techniques such as quantisation, distillation, caching, and distributed inference.
  • Engineering Craft: Strong Python skills and a focus on writing clear, maintainable, and collaborative code.
  • Collaboration & Growth: Thrive in cross-functional teams, value open feedback, and enjoy supporting others' success while learning continuously.

  • Machine Learning Solution Architect

    1 week ago

    Melbourne, Victoria, Australia Bebeesolution Full time

    Job Title:Machine Learning Solutions ArchitectJob Description:We are seeking an experienced Machine Learning Solutions Architect to join our team. As a key member of our Professional Services group, you will work closely with clients on short to medium term customer engagements to deliver impactful data science and machine learning solutions.As a Machine...

  • Machine Learning Solutions Architect

    1 week ago

    Melbourne, Victoria, Australia beBeeArchitect Full time $180,000 - $200,000

    Job Title: Machine Learning ArchitectOverview of the RoleThe Machine Learning Architect will work on impactful data science and machine learning use cases, building solution architecture, MLOPs frameworks, MVPs, and production-grade applications. This role is responsible for guiding strategic customers in implementing transformational data science and...

  • Data Science

    2 weeks ago

    Melbourne, Victoria, Australia beBeeArchitecture Full time $120,000 - $200,000

    Machine Learning Architect - Data Science ExpertAs a highly skilled Machine Learning Architect, you will work with clients on short to medium term customer engagements on their ML challenges using the Databricks Data Intelligent platform.You will provide technical expertise in data science and cloud technology projects which require integrating with client...

  • Chief Machine Learning Architect

    7 days ago

    Melbourne, Victoria, Australia Bebeemachinelearning Full time

    Job Description\We are seeking an experiencedSolutions Architectto join our team. As a key member of our Professional Services team, you will work closely with clients on short to medium-term customer engagements related to machine learning and Generative AI challenges using the Databricks Data Intelligence Platform.\As a Resident Solutions Architect, you...

  • Chief Machine Learning Architect

    1 week ago

    Melbourne, Victoria, Australia beBeeMachineLearning Full time $120,000 - $200,000

    Job Description\We are seeking an experienced Solutions Architect to join our team. As a key member of our Professional Services team, you will work closely with clients on short to medium-term customer engagements related to machine learning and Generative AI challenges using the Databricks Data Intelligence Platform.\As a Resident Solutions Architect, you...

  • Data Science And Machine Learning Solutions Architect

    5 days ago

    Melbourne, Victoria, Australia Bebeemachinelearning Full time

    As a senior solutions architect in data science and machine learning, you will be responsible for working with clients on short to medium term customer engagements.Key ResponsibilitiesDevelop impactful data science and machine learning use cases, including solution architecture, MLOPs frameworks, MVPs, and production grade applications.Guide strategic...

  • Data Science and Machine Learning Solutions Architect

    7 days ago

    Melbourne, Victoria, Australia beBeeMachineLearning Full time $180,000 - $250,000

    As a senior solutions architect in data science and machine learning, you will be responsible for working with clients on short to medium term customer engagements.Key ResponsibilitiesDevelop impactful data science and machine learning use cases, including solution architecture, MLOPs frameworks, MVPs, and production grade applications.Guide strategic...

  • AI Solutions Architect

    1 week ago

    Melbourne, Victoria, Australia beBeeArchitecture Full time $180,000 - $230,000

    Resident Solutions Architect, AIWe seek an innovative Resident Solutions Architect to collaborate with clients on short-term and medium-term engagements addressing their Machine Learning and Artificial Intelligence challenges using the Databricks Data Intelligent platform.Main Responsibilities:Create impactful data science and machine learning use cases,...

  • Senior Solutions Architect

    2 weeks ago

    Melbourne, Victoria, Australia beBeeMachineLearning Full time $150,000 - $200,000

    Job Title: Senior Solutions ArchitectWe are seeking an experienced Senior Solutions Architect to join our team. As a key member of our technical staff, you will be responsible for designing and implementing innovative data science and machine learning solutions.About the Role:You will work closely with clients to understand their business challenges and...

  • AI Solutions Architect

    6 days ago

    Melbourne, Victoria, Australia beBeeArchitect Full time $200,000 - $300,000

    About the RoleWe are seeking an exceptional AI Solutions Architect to lead our team in developing cutting-edge artificial intelligence solutions. This role requires a strong technical background, excellent communication skills, and experience in designing and implementing large-scale AI systems.As an AI Solutions Architect, you will be responsible for...