Data Scientist

4 weeks ago


Singapore CEDARS DIGITAL PTE. LTD. Full time
Roles & Responsibilities

Want to be a part of the fastest growing startup to help make a difference in our environment? Cedars Digital is looking for a Data Scientist (AI) to be part of our growth


We are a passionate team that is excited about building carbon management solutions & the potential to disrupt with the latest AI technologies. We are looking for like-minded individuals to join our Engineering team - if you have the passion in creating an impact and/or are keen in the space of environmental sustainability, we want you


Here is what you are expecting to be doing:

  • AI solution development and strategy implementation for improving the process of laborious operations including but not limited to ESG consultant operation time.
  • Conduct research and POC to stay up-to-date with the latest advancements in AI and integrate new techniques into projects.
  • Design and optimize chatbot systems with LLM and prompt engineering for the efficiency of internal business processes.
  • Develop and enhance recommendation systems to provide carbon factors.
  • Collaborate effectively with AI/ML engineers, PM and others to deliver high-quality AI solutions.
  • Ensuring reproducibility, scalability, and reliability of ML models.
  • Experiencing a wide range of end-to-end ML development life cycle, including framing AI problems, data collection/preprocess/exploration, model development/evaluation.
  • Learn state-of-the-art AI techniques and skills to efficiently conduct POC.

Skills that will help you in this role:

  • MS in Math, Stats, CS or Engineering related fields.
  • 2-5+ years of experience in AI development, with a proven track record of successful projects.
  • Excellent problem-solving and analytical skills, with the ability to tackle complex challenges.
  • Experienced in Deep Learning Framework (Pytorch or Tensorflow), Machine Learning and open-source platform e.g. ONNX, Hugging Face.
  • Deep knowledge of ML/AI algorithms and their limitations and applications.
  • Strong communication and teamwork skills with a collaborative approach to deliver.
  • Programming skills in Python and experience with version control systems like Git.
  • Solid experience in developing and fine-tuning models.
  • Bonus, but not a must: Familiarity with Natural language processing (NLP) and Computer vision domain. Familiarity with docker/K8s and cloud service e.g. GCP, Azure and Amazon. Ability to build testing environment for POC

Why join Cedars Digital?

Come onboard this journey of transformation. Cedars Digital’s exclusively developed AI carbon emission calculation system involves the integration of AI algorithms and big data analysis. Through this, we aim to help enterprises complete greenhouse gas inventories and product carbon footprint calculations. We have big dreams as we want to be able to help them adapt to global carbon policies and enhance their sustainable competitiveness. Working with a vibrant and closely knitted team like ours provides you an environment to discover and develop your potential. With many learning opportunities, you get the chance to further your own personal and career development with us.


Tell employers what skills you have

TensorFlow
Machine Learning
Version Control
Product Innovation
Scalability
Azure
Natural Language Processing
NLTK
Computer Vision
PyTorch
Big Data Analysis
Python
Strategy Implementation
GCP
Teamwork Skills
Django
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