MergerWare - Artificial Intelligence & Machine Learning Engineer

About MergerWare

Role Overview

Key Responsibilities

• Design, develop, and deploy AI/ML models to solve core M&A platform challenges, including :
• Automated document classification and summarization (due diligence documents, contracts, reports)
• Predictive analytics for deal success probability and synergy realization
• Natural language processing (NLP) for extracting insights from unstructured M&A data
• Recommendation engines for target screening and integration planning
• Work with data engineering team to build pipelines for structured and unstructured data ingestion
• Ensure models are production-ready with proper scaling, monitoring, and retraining workflows
• Collaborate with UI/UX teams to embed AI capabilities seamlessly into the platform
• Evaluate and integrate third-party AI tools and APIs where relevant
• Maintain high standards for model accuracy, security, and data privacy compliance
• Research and experiment with emerging AI/ML techniques applicable to M&A
  

Required Skills & Qualifications

• Bachelors or Masters degree in Computer Science, AI/ML, Data Science, or related field
• 3+ years of experience in AI/ML development (NLP, computer vision, recommendation systems, predictive modeling)
• Proficiency in Python and ML frameworks such as TensorFlow, PyTorch, Scikit-learn
• Experience with NLP libraries (e.g., spaCy, Hugging Face Transformers, NLTK)
• Strong understanding of data preprocessing, feature engineering, and model deployment
• Familiarity with cloud platforms (AWS, Azure, GCP) and MLOps tools (MLflow, Kubeflow, SageMaker)
• Ability to translate business requirements into technical solutions
• Strong problem-solving skills and ability to work in a fast-paced startup environment
  

Nice-to-Have Skills

• Experience in M&A, finance, or enterprise SaaS platforms
• Knowledge of knowledge graphs and semantic search
• Familiarity with LLM fine-tuning and prompt engineering
• Understanding of enterprise security and compliance for AI systems
  

Why Join MergerWare ?

• Be at the forefront of digital transformation in M&A
• Work on innovative AI capabilities that directly impact global deal-making
• Collaborative, growth-focused culture with an emphasis on innovation
• Competitive salary and benefits package