Job Responsibilities
1 . Design, build, and optimize machine learning and deep learning models for predictive analytics, classification, forecasting, and signal processing of complex data.
2 . Integrate predictive results into Generative AI -based interactive systems, such as chatbots or workflow automation
3 . Develop Text -to -SQL or query semantic search capabilities to enable the system to answer natural language -based queries and execute queries to the database automatically.
4 . Train and evaluate AI models experimentally, using MLFlow for experiment tracking, model versioning logging, and supporting reproducibility and team collaboration
5 . Efficiently implement system deployment models, whether as REST APIs, batch pipelines, or real -time streaming inference, using Docker, Kubernetes, or TensorFlow Serving
6 . Conduct periodic monitoring and retraining with the help of Prometheus and Grafana to monitor model performance (latency, accuracy, anomalies), as well as maintain stability and accuracy in the production environment
7 . Work as a team with Data Engineers, Product Managers, and business teams in developing AI systems
Job Qualifications
1 . Bachelor’s in computer science, Data Science, Machine Learning, or a related field
2 . Proficiency in Python and experience with libraries like PyTorch, TensorFlow, and Scikit -learn
3 . Experience with FastAPI for API development, and MLflow for experiment tracking
4 . Familiarity with LLM APIs (e.g., OpenAI, Gemini, Claude) and prompt engineering
5 . Knowledge of NLP, embeddings, vector databases, and retrieval architectures
6 . Know the basics of using Docker and Kubernetes for containerization and scaling of predictive systems
7 . Familiar with using Git, Jupyter Notebook, and VSCode in team collaboration
8 . Able to monitor model performance in real -time with the help of Prometheus, Grafana, or Seldon
9 . Experience deploying models using cloud platforms such as AWS, GCP, or Azure
10 . Strong analytical and problem -solving skills with the ability to work independently and in teams
Job Type: Contract
Application Question(s):
- What's your expected salary? (IDR)
