On behalf of Active Fence, SD Solutions is looking for a talented Machine Learning Engineer with strong experience in taking machine learning projects from prototype to production. The ideal candidate is comfortable working across the stack — from building robust data pipelines and database architecture, to deploying models in scalable production environments.
SD Solutions is a staffing company operating globally. Contact us to get more details about the benefits we offer.
Responsibilities:
- Deploy and productionize machine learning models using tools like Flask, FastAPI, and Docker.
- Manage the full lifecycle of ML models, including versioning, deployment, and performance monitoring.
- Build scalable, maintainable ML pipelines and workflows.
- Implement and manage workflow orchestration using tools such as Apache Airflow, Kubeflow, or Databricks.
- Develop and maintain CI/CD processes for machine learning workflows, integrating testing, monitoring, and automation.
- Deploy ML solutions to cloud environments, particularly AWS.
- Utilize containerization and infrastructure-as-code tools such as Docker, Kubernetes, and Terraform.
- Design and build scalable database architectures to support ML and data-driven systems.
- Work with SQL databases (PostgreSQL, MySQL) and NoSQL databases (MongoDB, Redis, BigQuery), optimizing data storage and access for performance and scalability.
Requirements:
- 4+ years of experience in AI, machine learning, or data science, with a recent focus on Generative AI
- Strong programming skills and experience with LLM frameworks (LangChain, LlamaIndex)
- Expertise in cloud platforms (AWS, GCP) and containerization technologies
- Deep understanding of LLM operations, including prompt engineering and RAG
- Experience with vector databases and semantic search implementations
- Strong analytical and problem-solving abilities
About the company:
At ActiveFence, we're dedicated to making the internet safer. Our fight against online threats is powered by data, advanced algorithms, and a talented team of engineers. As online threats grow in number and complexity, we're rapidly scaling our operations to meet these challenges. If you thrive on diverse challenges, can move quickly, and are eager to explore new frontiers with your code, you could be a great fit for our team.
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