סקירה כללית
We are seeking a Machine Learning engineer to join our Core AI team. As part of the team you will help solve complex business problems by formulating viable cutting-edge AI/ML solutions, conducting experimentation and exploration, including design and development of novel models and algorithms. You will work closely with other AI/ML engineers, software developers, and business stakeholders to help transition these solutions into firm-wide production systems. Our Israel office is located in the Bursa area of Ramat Gan. This role will be on-site. As a global firm, proficiency in English is required. Key Responsibilities * Work independently or as part of a team to help design and implement high accuracy & user experience solutions to business problems in the NLP, GenAI, Agentic, and/or ML space. * Participate in all aspects of solution development including ideation and requirement gathering with business stakeholders, experimentation and exploration to identify strong solution approaches, proof-of-concept development, etc. * Collaborate with cross-functional teams to transition solutions into production systems. * Research and stay updated with the latest advancements in machine learning and AI technologies. * Participate in code reviews, technical discussions, and knowledge sharing sessions. Required Skills & Qualifications * Bachelor’s with 4+ years, Master’s with 2+ years, or PhD in Computer Science, Data Science, Machine Learning, or related field. * Deep expertise and proven ability in developing high accuracy/value solutions to business problems in the NLP, GenAI, and/or ML space. * Hands-on experience with data processing, experimentation, and exploration. * Strong programming skills in Python. * Experience with cloud platforms (AWS, Azure, GCP) for deploying ML solutions. * Excellent problem-solving skills and attention to detail. * Strong communication skills to collaborate with technical and non-technical stakeholders. * Ability to work independently and collaboratively. Additional Preferred Skills & Qualifications * Understanding of the financial markets including experience with financial datasets. * Experience with ML frameworks such as PyTorch, TensorFlow. * Familiarity with MLOps practices and tools such as SageMaker, MLflow, or Airflow. * Previous experience working in an Agile environment.
דרישות המשרה
* Work independently or as part of a team to help design and implement high accuracy & user experience solutions to business problems in the NLP, GenAI, Agentic, and/or ML space. * Participate in all aspects of solution development including ideation and requirement gathering with business stakeholders, experimentation and exploration to identify strong solution approaches, proof-of-concept develo
