Descrição
Data Scientist / Senior Software Engineer - Machine Learning and Artificial
Location: Jakarta, Indonesia
Position Type: Full-time (Onsite)
Language Proficiency: Bahasa and English
Experience: 6 to 8+ years
Responsibilities:
Machine Learning Model Design and Development:
- Design and develop machine learning models with a focus on innovation and out-of-the-box thinking.
- Utilize 6 to 8+ years of hands-on experience in designing and developing machine learning models.
Deployment of ML/AI Models:
- Hands-on experience in deploying ML/AI models in various environments.
- Familiarity with LLM Models, GPT, Prompt Engineering, Chatbots, Vector DBs, and LangChain.
Programming Proficiency:
- Strong proficiency in Python scripting and working knowledge of Jupyter Notebooks.
- Fluency in Python frameworks such as NumPy, pandas, pyspark, TensorFlow, OpenCV, Yolo, and other deep learning frameworks.
AWS Integration:
- Experience using AWS ML Services, including SageMaker, Ground Truth, ECS, Cognito, Cloud Watch, RDS: Postgres, API Gateway, and Lambda.
- Expertise in managing and integrating with core AWS Services.
Machine Learning Expertise:
- Expert knowledge in NLP, text classification, and/or computer vision using machine learning.
- Experience in identifying objects & events, processing inference, and utilizing results for dashboards.
Project Experience:
- 3 to 10+ years of hands-on experience in AI/ML with a proven track record of successfully delivering 2 to 3 or more projects in areas such as Model Fine-Tuning, Training Foundational Models, Vector Embedding, Management of integrating with products, Human in loop feedback, and Foundation model and Multi-modality.
AWS Certification:
- AWS certification is a plus.
Communication Skills:
- Strong communication skills in Bahasa and English to collaborate with various stakeholders, including customers.
Team Management:
- Ability to manage and mentor a team of engineers.
About NorthBay Solutions:
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