Machine Learning Engineer / Python Developer
- חולון
- משרה קבועה
- משרה מלאה
- Collaborate with data scientists to develop Python packages and tools
- Design, develop, and maintain REST APIs, including FastAPI services
- Build and maintain robust data pipelines for extracting, preparing, and loading data from various sources
- Automate workflows, implement quality checks, and monitor data processes
- Ensure infrastructure stability and scalability
- Support integration of machine learning and AI solutions into production environments
- 6+ years of professional Python development experience
- 4+ years of experience with Git/GitLab and Jenkins CI/CD pipelines
- 3+ years developing REST APIs, including FastAPI
- 2+ years working with containerization technologies (Docker, Kubernetes, OpenShift)
- 3+ years coding in SQL with expertise in query optimization (MS-SQL, MySQL, Postgres)
- 2+ years working with NoSQL databases such as HBase, MongoDB, or Cassandra
- 2+ years of experience with Hadoop ecosystem tools: HDFS, Hive, Spark
- Experience with Kafka or other messaging queue systems - advantage
- 2+ years scripting experience with Shell - advantage
- 2-5 years experience applying AI/ML or integrating AI solutions
- Experience with AWS cloud services, especially S3, AWS Bedrock, AWS Transcribe
- Experience using OpenAI, Azure OpenAI, or HuggingFace APIs
- Solid understanding of machine learning and data science methodologies
- Strong production mindset with an ability to deliver scalable, reusable solutions
- Highly motivated, self-learner, well-organized, and a team player with a proactive attitude
- Comfortable working in a fast-paced, challenging environment and eager to learn new technologies
Mploy