Job summary:
Our data scientists are responsible for supporting research in computer vision, and machine/deep learning, and implementing new state-of-the-art algorithms to support research-and-development goals. You will play a crucial role in leveraging data to address real-world challenges, with a particular focus on data cleansing, processing, and transformation in order to turn raw data into meaningful insights.
Responsibilities:
- Conduct thorough research to gain a deeper understanding of the problems at hand, potentially involving the review of academic papers.
- Clean, process, and manipulate both structured and unstructured data.
- Support Machine Learning Engineer team in turning real-world problems into AI/ML and data processing challenges, with a focus on data cleansing and transformation.
- Build and maintain a robust database or data corpus.
- Collaborate with AI/ML teams to experiment with various data processing and machine learning solutions, analyze results, and present comprehensive reports to the team.
- Work with production AI/ML and data processing systems to effectively address assigned challenges
Preferred requirements & competencies:
- Proficiency in SQL for data cleaning, querying, and manipulation.
- Exceptional analytical skills to investigate and optimize models’ performance.
- Some foundational knowledge of artificial intelligence and machine learning, with expertise in both theory and application.
- Familiarity with machine learning frameworks such as TensorFlow or PyTorch.
- Proficiency in writing complex, efficient programs for data processing and machine learning is a plus.
- Proven experience in developing and deploying Machine Learning models is a plus.
Preferred requirements & competencies:
- People with strong logic skills who value evidence over emotions
- People who not only solve problems but also understand their solutions
- Team members who have a high sense of ownership in their work
- Team players who are always looking for ways to help out others
- People who are proactive and take initiative