Machine Learning Architect

Mindera

Machine Learning Architect leading design and implementation of scalable AI solutions for modern cloud platforms. Collaborating with Data Engineering and Business stakeholders for production-ready architectures.

Posted 5/13/2026full-timeRemote • 🇿🇦 South AfricaSeniorLeadWebsite

Tech Stack

Tools & technologies

AirflowApacheAWSAzureCloudETLGoogle Cloud PlatformPythonSparkSQLUnity

About the role

Key responsibilities & impact

Define and lead the architecture for scalable Machine Learning and AI platforms.
Design end-to-end ML workflows using Databricks, including: Feature engineering, Model training, Experimentation, Deployment, Monitoring
Architect scalable data pipelines for AI/ML workloads using:, Apache Spark, Python, SQL
Establish MLOps best practices including:, CI/CD for ML, Model versioning, Model governance, Automated retraining, Model drifting, Observability and monitoring
Design secure and compliant AI architectures aligned with governance and privacy standards.
Partner with Data Engineering teams to optimize data models and feature stores.
Guide Data Scientists and ML Engineers on scalable production design patterns.
Evaluate and integrate modern AI capabilities, including (this will be a plus): LLMs, Vector databases, Retrieval augmented generation (RAG), AI agents
Drive cost optimization, scalability, and operational excellence across ML platforms.
Define reference architectures and best practices across multiple ML teams (not just owning a single project).
Support stakeholder engagement and translate business needs into scalable technical solutions.

Requirements

What you’ll need

8+ years in Data, AI, or Machine Learning Engineering roles.
3+ years designing ML platforms or AI architecture at scale.
Strong hands-on experience with:
- Databricks
- Apache Spark
- Python
- SQL
Strong understanding of:
- MLOps
- ML lifecycle management
- Distributed ML systems
- Feature engineering
- Model deployment patterns
Databricks Unity Catalog, Delta Lake, and Lakehouse architecture experience.
Experience with cloud platforms (AWS, Azure, or GCP).
Experience deploying ML models into production environments.
Strong knowledge of data architecture and scalable ETL/ELT patterns.
Experience working with orchestration frameworks such as Apache Airflow.
Strong stakeholder communication and technical leadership skills.

Benefits

Comp & perks

🌐 Worldwide ❌ Jobs You've Hidden ⭐️ Saved Jobs ✅ Applied Jobs ✉️ Email Alerts 👤 Account Mindera Website LinkedIn All Job Openings 1001 - 5000 employees Founded 2014 🤝 B2B ☁️ SaaS B2B
Consulting
SaaS Mindera is a software engineering and consulting firm that prioritizes building strong relationships with its clients and communities. The company focuses on delivering custom software solutions while fostering emotional connections with its partners through trust and support. Mindera collaborates with many established brands across various industries, offering B2B services that include technology consulting and education. Their expansion into international markets, like Australia, indicates their global presence and commitment. Mindera emphasizes a people-centric approach, aiming to be a true partner and extension of their clients' teams. Machine Learning Architect 🔥 0 minutes ago 🇿🇦 South Africa – Remote ⏰ Full Time 🟠 Senior 🔴 Lead 🤖 Machine Learning Engineer Airflow Apache AWS Azure Cloud ETL Google Cloud Platform Python Spark SQL Unity Apply Now Find Hiring Managers Customize resume + cover letter Report problem ☆ Save ☑️ Mark as applied ❌ Hide 📋 Description
Define and lead the architecture for scalable Machine Learning and AI platforms.
Design end-to-end ML workflows using Databricks, including: Feature engineering, Model training, Experimentation, Deployment, Monitoring
Architect scalable data pipelines for AI/ML workloads using:, Apache Spark, Python, SQL
Establish MLOps best practices including:, CI/CD for ML, Model versioning, Model governance, Automated retraining, Model drifting, Observability and monitoring
Design secure and compliant AI architectures aligned with governance and privacy standards.
Partner with Data Engineering teams to optimize data models and feature stores.
Guide Data Scientists and ML Engineers on scalable production design patterns.
Evaluate and integrate modern AI capabilities, including (this will be a plus): LLMs, Vector databases, Retrieval augmented generation (RAG), AI agents
Drive cost optimization, scalability, and operational excellence across ML platforms.
Define reference architectures and best practices across multiple ML teams (not just owning a single project).
Support stakeholder engagement and translate business needs into scalable technical solutions. 🎯 Requirements
8+ years in Data, AI, or Machine Learning Engineering roles.
3+ years designing ML platforms or AI architecture at scale.
Strong hands-on experience with:
- Databricks
- Apache Spark
- Python
- SQL
Strong understanding of:
- MLOps
- ML lifecycle management
- Distributed ML systems
- Feature engineering
- Model deployment patterns
Databricks Unity Catalog, Delta Lake, and Lakehouse architecture experience.
Experience with cloud platforms (AWS, Azure, or GCP).
Experience deploying ML models into production environments.
Strong knowledge of data architecture and scalable ETL/ELT patterns.
Experience working with orchestration frameworks such as Apache Airflow.
Strong stakeholder communication and technical leadership skills. Apply Now 📊 Check your resume score for this job Improve your chances of getting an interview by checking your resume score before you apply. Check Resume Score Similar Jobs Machine Learning Engineer 🕒 April 2 KnowBe4 1001 - 5000 🔒 Cybersecurity ☁️ SaaS 📚 Education Website LinkedIn All Job Openings Machine Learning Engineer developing ML models at KnowBe4, enhancing AI-driven security solutions. Collaborating on robust data pipelines and ensuring production reliability in innovative tech environment. 🇿🇦 South Africa – Remote ⏰ Full Time 🟡 Mid-level 🟠 Senior 🤖 Machine Learning Engineer Apache AWS Docker JavaScript Microservices Python PyTorch Spark Terraform Senior Data Engineer, ML 🕒 April 2 Powerfleet 1001 - 5000 🤖 Artificial Intelligence ☁️ SaaS 🚗 Transport Website LinkedIn All Job Openings Senior Data Engineer at Powerfleet building high-throughput data pipelines for IoT data and collaborating with data scientists. 🇿🇦 South Africa – Remote ⏰ Full Time 🟠 Senior 🤖 Machine Learning Engineer Amazon Redshift Apache AWS Cloud ETL Kafka Postgres PySpark Spark SQL Machine Learning Engineer 🕒 April 1 Ikue 11 - 50 📡 Telecommunications 🤖 Artificial Intelligence ☁️ SaaS Website LinkedIn All Job Openings Machine Learning Engineer at Ikue developing AI solutions for telecommunications. Collaborate on machine learning pipelines and ensure reliability in data integration. 🇿🇦 South Africa – Remote 💰 Seed Round on 2022-11 ⏰ Full Time 🟡 Mid-level 🟠 Senior 🤖 Machine Learning Engineer AWS Cloud Python Spark SQL View More Machine Learning Engineer Jobs 🌐 Worldwide Built by Lior Neu-ner. I'd love to hear your feedback — Get in touch via DM or support@remoterocketship.com Search Search Jobs by country Search jobs by city Search jobs by job title Search entry-level jobs Search junior-level jobs Search senior-level jobs Search jobs by tech stack Search jobs by contract type Search remote internships Search remote part-time jobs Remote jobs Anywhere in the World Companies Hiring Anywhere in the World Companies Hiring Sales People Anywhere in the World Companies Hiring Software Engineers Anywhere in the World Resources Advice Tips for finding remote jobs Interview questions and answers Resume examples Cover letter examples Post a job Affiliates Privacy policy Terms of service Job board SEO course AI Apply Copilot OpenClaw job finder Jobs by Country Remote jobs anywhere in the world (Worldwide remote jobs) Remote jobs United States Remote jobs Australia Remote jobs Brazil Remote jobs Canada Remote jobs France Remote jobs Ireland Remote jobs Germany Remote jobs Netherlands Remote jobs Spain Remote jobs UK Popular Jobs Remote data analyst jobs Remote customer support jobs Remote executive assistant jobs Remote marketing jobs Remote product designer jobs Remote product manager jobs Remote project manager jobs Remote recruiter jobs Remote sales jobs Remote software engineer jobs Jobs by Type Remote full-time jobs Remote part-time jobs Remote contract jobs Remote internship jobs Remote entry-level jobs Remote jobs with no experience required Remote junior jobs (1-3 years of experience) Digital nomad jobs Remote jobs with no degree required Freelance remote jobs Temporary remote jobs Remote jobs hiring now Stay at home mom jobs

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Hard Skills & Tools

Machine LearningAI architectureDatabricksApache SparkPythonSQLMLOpsFeature engineeringModel deploymentData architecture

Soft Skills

stakeholder communicationtechnical leadership