Job Title: GEN AI/ML Developer
Location :Toronto
Must Have
• Strong programming skills in languages such as Python, java, or C++. Experience with cloud platforms (AWS, GCP, and Azure) and MLOps tools.
• Core Machine Learning and AI Skills with 2 + years of hands-on experience in model development and optimization, with knowledge of advance ML techniques. Hands-on experience with frameworks like Hugging Face Transformers, LangChain, or OpenAI APIs
• Natural Language Processing (NLP): strong understand of NLP tasks such as entity recognition, summarization, text classification.
• Skills in evaluating LLM performance using metrics
• Data Pipeline and Workflow: proficiency in creating, maintaining, and troubleshooting DAGs for scheduling and orchestrating ML workflows. Experience in integrating Airflow with cloud data storage and ETL pipelines.
• Past experience in data and AI/ML space would be preferred
• Experience with data pipelines using tools like Apache Spark or Pandas for handling structured and unstructured data.
• Cloud and Infrastructure: understand the tools like AWS SageMaker for building, training, and deploying ML models. Hands-on experience with AWS cloud services, such as S3, Lambda, for managing ML workflows.
• Strong understanding of software development principles, including design patterns, testing, and deployment. Experience with DevOps practices such as CI/CD, experience with containerization using Docker and Kubernetes.
• Strong understanding of application implementation requirements, including risk, privacy, and compliance.
• Excellent communication skills with the ability to work effectively with cross-functional teams.
Nice to Have
• Adaptability, Critical thinking and growing mindset
• Management and collaboration skills, Verbal and written communication skills
• Team contributor and care about team members
• Graduate in science, mathematics, statistics or engineering
