Principal Machine Learning/Fullstack Engineer
Posted on Feb 19, 2025 by Trust In Soda
Galway, Ireland
IT
Immediate Start
€450 - €500 Daily
Contract/Project
Principal Fullstack ML Engineer
Start date: ASAP
Contract: 12 Months
Location: Galway, Ireland
Type: Hybrid: Onsite 1 week per month
Rate: €450 - €500 per day
Key Responsibilities:
Start date: ASAP
Contract: 12 Months
Location: Galway, Ireland
Type: Hybrid: Onsite 1 week per month
Rate: €450 - €500 per day
Key Responsibilities:
- Develop and deploy scalable machine learning models and data pipelines in AWS.
- Design and implement CI/CD pipelines for seamless deployment of AI/ML solutions.
- Utilize AWS services such as S3, EC2, Lambda, Step Functions, SNS, and SQS for building efficient cloud solutions.
- Develop and maintain microservices and APIs using Java (Spring Boot) and Python.
- Work with containerization technologies such as Docker and Kubernetes (EKS) for model deployment and scaling.
- Optimize database performance using RDS/Postgres, Snowflake, and DynamoDB.
- Lead and collaborate with AI/ML teams to implement end-to-end machine learning workflows, including model development, inference, and monitoring.
- Ensure best practices for security, scalability, and performance in cloud environments.
- Work closely with stakeholders to translate business requirements into AI-driven solutions.
- 8+ years of experience in large-scale systems development focused on software, APIs, and UI development.
- 3+ years of hands-on experience with AWS services, specifically for data and analytics.
- Experience in CI/CD automation using tools like Jenkins, uDeploy, or Concourse.
- Strong expertise in SQL and complex data analysis across multiple platforms.
- Proven experience in developing and deploying APIs using Java (Spring Boot) and Python.
- Experience working with containerized environments and orchestration tools like Kubernetes (EKS).
- Understanding of machine learning life cycle, model development, and inference.
- Strong proficiency in UI development using AngularJS.
- Ability to collaborate across teams, coordinate dependencies, and deliver AI/ML solutions effectively.
- Experience with Cloud ML services like AWS SageMaker, Azure ML, or MLOps platforms (MLFlow, ModelOp, Seldon, etc.).
- Familiarity with AWS and Azure AI ecosystems such as Textract, Bedrock, Comprehend, and Cognitive Services.
Reference: 2900465693
https://jobs.careeraddict.com/post/100075436
Principal Machine Learning/Fullstack Engineer
Posted on Feb 19, 2025 by Trust In Soda
Galway, Ireland
IT
Immediate Start
€450 - €500 Daily
Contract/Project
Principal Fullstack ML Engineer
Start date: ASAP
Contract: 12 Months
Location: Galway, Ireland
Type: Hybrid: Onsite 1 week per month
Rate: €450 - €500 per day
Key Responsibilities:
Start date: ASAP
Contract: 12 Months
Location: Galway, Ireland
Type: Hybrid: Onsite 1 week per month
Rate: €450 - €500 per day
Key Responsibilities:
- Develop and deploy scalable machine learning models and data pipelines in AWS.
- Design and implement CI/CD pipelines for seamless deployment of AI/ML solutions.
- Utilize AWS services such as S3, EC2, Lambda, Step Functions, SNS, and SQS for building efficient cloud solutions.
- Develop and maintain microservices and APIs using Java (Spring Boot) and Python.
- Work with containerization technologies such as Docker and Kubernetes (EKS) for model deployment and scaling.
- Optimize database performance using RDS/Postgres, Snowflake, and DynamoDB.
- Lead and collaborate with AI/ML teams to implement end-to-end machine learning workflows, including model development, inference, and monitoring.
- Ensure best practices for security, scalability, and performance in cloud environments.
- Work closely with stakeholders to translate business requirements into AI-driven solutions.
- 8+ years of experience in large-scale systems development focused on software, APIs, and UI development.
- 3+ years of hands-on experience with AWS services, specifically for data and analytics.
- Experience in CI/CD automation using tools like Jenkins, uDeploy, or Concourse.
- Strong expertise in SQL and complex data analysis across multiple platforms.
- Proven experience in developing and deploying APIs using Java (Spring Boot) and Python.
- Experience working with containerized environments and orchestration tools like Kubernetes (EKS).
- Understanding of machine learning life cycle, model development, and inference.
- Strong proficiency in UI development using AngularJS.
- Ability to collaborate across teams, coordinate dependencies, and deliver AI/ML solutions effectively.
- Experience with Cloud ML services like AWS SageMaker, Azure ML, or MLOps platforms (MLFlow, ModelOp, Seldon, etc.).
- Familiarity with AWS and Azure AI ecosystems such as Textract, Bedrock, Comprehend, and Cognitive Services.
Reference: 2900465693
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