Ai Ml Engineer
7 days ago
Job Summary
We are seeking an experienced and self-driven AI/ML Consultant Engineer with a minimum of 6 years of experience. The ideal candidate will possess deep technical expertise in machine learning, data analysis, and scalable solution development, along with a sound understanding of engineering and AI ethics. This role requires the ability to analyze complex application architectures, design effective AI solutions, and take full ownership of implementation with a focus on quality, performance, and maintainability.
Key Responsibilities
- Fully understand existing application structures, data flows, and functionality to propose scalable AI solutions.
- Design, develop, and optimize machine learning and deep learning models.
- Conduct thorough data analysis, EDA, and data preprocessing.
- Build, train, and validate ML models focusing on scalability, performance, and iterative improvement.
- Deploy models into production and ensure performance tuning, monitoring, and maintainability.
- Design automation workflows and integrate intelligent systems for real-world application.
- Implement robust model validation, testing, and explainability for black-box models.
- Ensure documentation, version control, and compliance with engineering and AI best practices.
- Stay current with emerging trends in AI/ML, frameworks, and tools.
- Implement security measures and uphold AI/Robotics/Engineering ethics.
- Collaborate with cross-functional teams and clearly communicate with both technical and non-technical stakeholders.
- Mentor junior team members and contribute to a high-performance work culture.
- Take ownership and accountability to deliver high-quality work within defined timelines.
Required Technical Skills
AI/ML Techniques:
- Exploratory Data Analysis (EDA), Data Visualization
- Regression, Classification, Clustering, Forecasting
- Anomaly Detection, Statistical Modeling, NLP
- Deep Learning (DNN, CNN, LSTM, GCN)
- Neural Network Optimization and Iterative Learning
Tools & Frameworks:
- Python Libraries: Scikit-learn, PyTorch, TensorFlow, Keras, Pandas, NumPy
- Tools: Docker, Flask, Git, JIRA
- IDEs: PyCharm, Eclipse
Core Competencies
- Ethics & Responsibility: Strong understanding of AI, Robotics, and Engineering ethics. Committed to responsible AI practices and secure, ethical data usage.
- LLM/SLM Experience: Desired experience with large language models (LLMs) and small language models (SLMs); prior hands-on development using commercial LLMs (e.g., OpenAI, Anthropic, Cohere, etc.) is a strong plus.
- Problem Solving: Demonstrated ability to analyze complex systems, interpret black-box models, and deliver robust solutions.
- Ownership & Initiative: Self-starter with a proactive mindset, high accountability, and a strong sense of ownership.
- Quality Focused: Dedicated to writing clean, maintainable, and well-documented code with a focus on performance, scalability, and long-term usability.
- Communication: Clear and effective communicator, capable of explaining complex technical concepts to non-technical stakeholders.
- Collaboration: Team-oriented with experience in cross-functional environments, capable of driving consensus and shared outcomes.
- Mentorship: Passionate about team development; willing and able to guide junior members and build team capabilities.
- Time & Capacity Management: Highly organized, skilled at managing multiple priorities and meeting deadlines effectively.
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