Developer (AIML)
Job Description
Role Responsibilities:
- Design and implement machine learning systems and self-running AI software to automate predictive modeling.
- Develop models that align with business goals, track progress, and improve deployment using MLOps practices.
- Convert AI/ML models into APIs for integration by other developers.
- Perform statistical analysis and fine-tune models to optimize performance.
- Collaborate with cross-functional teams to define application requirements and troubleshoot issues.
Job Requirements:
- Proficiency in libraries like scikit-learn, pandas, and experience in processing and validating data.
- Experience with Python frameworks such as Django, Flask, or Pyramid for web applications.
- Strong problem-solving, analytical skills, and good communication skills.
- Good stakeholder management abilities and the capacity to work on business-critical applications.
- Experience in deep learning frameworks (TensorFlow, Keras) is highly valued.
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Key Skills
About Company
Mercer is a global consulting firm that specializes in human resources and financial services. It offers a range of solutions in areas such as talent management, employee benefits, health and wellness, retirement planning, and workforce strategy. Mercer helps organizations optimize their human capital and improve business performance by providing expert advice, data-driven insights, and innovative technology solutions. With a strong presence in over 40 countries, Mercer works with companies to design and implement strategies that support their employees' well-being and align with business objectives.
Skills:
Python, Apis, vector search, embeddings, AWS Bedrock, Azure OpenAI, cloud AI services, LangGraph, document ingestion, LLM APIs, grounded response generation, Google Vertex AI, semantic search, agentic AI frameworks, CrewAI, LangChain, prompt construction, RAG patterns, Anthropic APIs, metadata tagging, hybrid retrieval, Semantic Kernel, prompt engineering, AutoGen, LlamaIndex