
Advanced AI/ML Engineer Role
7 days ago
**Job Summary:**
As an AI/ML Engineer, you will be at the forefront of designing, developing, and deploying innovative AI and ML solutions that drive business value and growth. You will work on cutting-edge machine learning models, including Generative AI, Large Language Models, and Deep Learning architectures.
You will optimize, fine-tune, and scale these models while ensuring they meet business objectives and performance standards. Your role will involve collaborating closely with cross-functional teams to integrate AI-powered solutions into products and services.
- Develop and Optimize Machine Learning Models: Develop, optimize, and deploy machine learning and deep learning models, including LLMs and Generative AI models.
- Design Scalable Solutions: Design and implement scalable, production-ready AI solutions that integrate into existing systems.
- Model Evaluation and Improvement: Fine-tune and evaluate models on large-scale datasets to improve accuracy, efficiency, and robustness.
- Collaboration and Alignment: Collaborate with software engineers, data scientists, and product teams to align AI models with business needs.
- High-Performance AI Systems: Work with healthcare and claims data to build high-performance AI systems.
- MLOps Pipelines: Develop and maintain MLOps pipelines for training, deploying, and monitoring AI models.
- AI Engineering Challenges: Troubleshoot and resolve AI/ML engineering challenges, ensuring models perform effectively in production.
- Staying Up-to-Date: Stay up-to-date with advancements in Generative AI, LLMs, and deep learning to continuously improve AI solutions.
- Documentation and Knowledge Sharing: Document AI/ML workflows, methodologies, and best practices for internal knowledge sharing.
Requirements:
- Education: Bachelors or Masters in a quantitative field such as Computer Science or Data Science or related disciplines.
- Experience: Minimum of 3+ years' experience in data science/ML role, with a track record of delivering impactful solutions in a production environment.
- Skills: Proficiency in programming languages like Python, R, and SQL, with experience in building scalable and efficient ML/NLP workflows.
- Machine Learning Expertise: Deep understanding and hands-on experience in Machine Learning, Deep Learning, and Natural Language Processing.
- Generative AI Experience: Experience in working with state-of-the-art Generative AI models, including model finetuning and evaluation techniques.
- Data Management: Data management knowledge, including data pre-processing, augmentation, and generation of synthetic data.
- Cloud Computing: Cloud computing and deployment knowledge for deploying and managing AI applications on cloud platforms like AWS, Google Cloud, or Microsoft Azure.
Desirable Skills:
- Problem-Solving: Problem-solving skills for thinking outside the box to design and implement novel AI solutions when faced with unprecedented challenges.
- Collaboration and Communication: Collaboration and communication skills for articulating technical details and project needs to technical and non-technical team members.
- Continuous Learning: Continuous learning skills for keeping up with the latest research, tools, and techniques in the rapidly evolving generative AI landscape.
- Interpersonal and Communication Skills: Excellent interpersonal and communication skills, with strong written and verbal presentation.
- Leadership and Ownership: Proven ability to take ownership and lead multiple engagements with minimal oversight.
- Synthesis and Explanation: Ability to synthesize complex concepts into understandable and actionable solutions.
Competencies:
- Precision Products and Services: Demonstrated expertise in Precision Products and Services with ability to recommend existing solutions and/or propose new products and services based on client need.
- Executive-Level Conversation: Ability to drive executive-level conversation regarding business value.
- Cross-Functional Sales and Business Development Success: Demonstrated cross-functional sales and business development success.
- Passionate and Confident Communication: Passionate and confident communicator with ability to energize stakeholder decision-making.
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