Careers
Senior AI/ML Engineer
At Axion Edge, we're not just changing the way people invest; we're simplifying the access to financial opportunities for everyone. As a dynamic FinTech startup, our innovative platform utilizes cutting-edge technology and data analytics to empower individuals to make informed investment decisions, regardless of their background or experience level. We're on a mission to reshape the future of finance and make investing accessible to all. Join us in revolutionizing the financial investment landscape!
Responsibilities
- Research, design, and implement state-of-the-art AI/ML algorithms and models.
- Develop and deploy NLP solutions for text understanding, sentiment analysis, and text generation.
- Utilize Time Series Analysis techniques for forecasting, anomaly detection, and pattern recognition.
- Explore and analyze existing and new datasets to extract highly predictive features and insights.
- Collect, clean, and transform large datasets from diverse sources for analysis.
- Collaborate closely with our Data team to prioritize new datasets and produce ML models.
- Fine-tune production models and contribute to data engineering, pipelines, and MLOps architecture and operations.
- Stay up-to-date with the latest advancements in AI/ML technologies and methodologies.
Requirements
- Bachelor's or Master's degree in Computer Science, Engineering, Mathematics, or a related field.
- Proven experience in AI/ML development with a focus on NLP, Time Series Analysis, RAG, Sentiment Analysis, and related domains.
- Proficiency in programming languages such as Python, Java, or C++.
- Strong understanding of machine learning algorithms, data structures, and statistical techniques.
- Experience with deep learning frameworks such as TensorFlow, PyTorch, or Keras.
- Familiarity with cloud platforms (AWS, Azure, GCP) and distributed computing frameworks.
- Excellent problem-solving skills and ability to work independently or in a team environment.
- Strong communication and interpersonal skills.
- Collaborative team player with a proactive mindset.
Nice to Have
- Experience with large-scale data processing technologies (Spark, Hadoop, etc.).
- Hands-on experience with RAG, Langchain or other Text2SQL techniques.
- Knowledge of graph-based algorithms and graph databases.
- Familiarity with Docker, Kubernetes, and containerization technologies.
- Experience with deploying AI/ML models in production environments.
- Contributions to open-source AI/ML projects or research publications.
Offer
- Competitive equity compensation to align your success with ours.
- A friendly and collaborative working environment where your ideas matter.
- Flexible working model with options for remote and office-based work.
- Health insurance.
How to Apply
If you are passionate about AI/ML and eager to make an impact in a fast-paced and innovative environment, we'd love to hear from you! Axion Edge is an equal opportunity employer and values diversity in the workplace.