Machine Learning Engineer

3 weeks ago

Sydney, New South Wales, Australia FIS Full time

This is a Machine Learning Engineer role with FIS, a leading company in the AU fintech industry. The company is continuing to grow rapidly, and this is an opportunity to join at the right time.

**About the Role at FIS**

FIS is seeking an experienced MLOps engineer who will be a subject matter expert in the development of a Cloud Based solution/product. The ideal candidate will have at least 3 years of experience in Machine Learning & ML OPS and proven experience in deploying models on Azure Cloud.

**Key Responsibilities:**

  • Participating in Daily Scrum for developing Machine learning solution
  • Working in Agile development framework
  • Understanding the business problems and working with various business & Technical stakeholders
  • Doing exploratory Data analysis and understanding meta data
  • Creating and reviewing ML Models
  • Understanding on Supervised Learning, Unsupervised Learning and Reinforcement learning
  • Understanding on Generative AI and prompt engineering
  • Model fine tuning
  • Partnering with Data Engineers, ML engineers, developers, and business teams to test your models in production
  • Building and maintaining operational tools for deployment, monitoring, and analysis of Azure infrastructure and systems
  • Administering and troubleshooting Linux based, Dockerized, Kubernetes-orchestrated systems
  • Maintaining/Supporting the solution post development

**Requirements:**

  • Experience with Time Series forecasting Models: ARMA, ARIMA, SARIMA, Vector Auto regression, Smoothing, Kalman Filtering
  • Anomaly Detection: Isolation forests, SVM, Decision Trees and Ensemble Learning
  • Deep Learning Basics: RNN, LSTMs, Transformer Architecture, BERT, GPT, Roberta
  • Generative AI Prompt engineering: Defining & working on prompts, Fine Tuning LLMs, RAG
  • Lang Chain: Chain, Prompts, Agents, Vector stores, Document loaders
  • Deploying ML Model on Cloud: Model end point deployment, Docker, Understanding REST APIs, Bit bucket
  • Cloud Azure Services: Chat GPT 3.5 Turbo, Azure AI Search, Azure Content Safety, Cosmos DB, Blob storage, Data Bricks, Azure Kubernetes services, Experience in creating ML pipelines on Azure
  • Good Communication Skills: Listening, Comprehending, Speaking
  • Understanding of Application Architecture/Microservices: Application Architecture, Microservice based Architecture
  • Programming: Python, SQL; familiar with Python Libraries like SCIKIT Learn, Tensorflow, Keras, pytorch, scikit-learn, seaborn , matplotlib

We offer a competitive salary package with medical and personal insurances and employee shareholding.

Applying here is the first step in the hiring process for this role at FIS.

We do not discriminate on the basis of gender identity, sexual orientation, cultural identity, disability, age, or any other non-merit factors.

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