AI ML Engineer
Ikonicsolution
- Islamabad
- Permanent
- Full-time
- Bachelor or equivalent degree from a reputed educational institute, preferably in computer programming, computer science, or a related field.
- Certification(s): Not mandatory, but certification in a relevant field is a plus.
- Utilize Python and its machine learning libraries (e.g., TensorFlow, PyTorch, scikit-learn) to design, develop, and deploy machine learning models tailored to specific business needs.
- Continuously improve and optimize machine learning algorithms to enhance the accuracy and performance of predictive models.
- Employ data manipulation and analysis tools such as Pandas and NumPy to clean, transform, and analyze large datasets.
- Ensure data integrity and quality throughout the entire data pipeline, from collection to processing and analysis.
- Apply a strong understanding of machine learning algorithms, statistical methods, and data preprocessing techniques to analyze complex data sets.
- Perform exploratory data analysis to identify trends, patterns, and insights that can drive decision-making and strategy.
- Work with cloud platforms (e.g., AWS, GCP, Azure) to deploy machine learning models and manage computational resources efficiently.
- Utilize containerization technologies such as Docker to create scalable and reproducible environments for model development and deployment.
- Model Development: Design, develop, and optimize machine learning models and algorithms tailored to business needs, utilizing Python and relevant libraries (e.g., TensorFlow, PyTorch, scikit-learn).
- Data Analysis: Analyze complex datasets to extract meaningful insights and identify patterns that drive decision-making.
- Algorithm Implementation: Implement and validate machine learning algorithms and statistical methods, ensuring robustness and scalability.
- Code Optimization: Write clean, efficient, and maintainable code while adhering to best practices in software engineering.
- Collaboration: Work closely with cross-functional teams including data scientists, engineers, and product managers to integrate machine learning solutions into products and systems.
- Research and Innovation: Stay updated with the latest advancements in AI/ML technologies and techniques, and contribute to research and innovation within the team.
- Mentorship: Provide guidance and mentorship to junior engineers, fostering a collaborative and knowledge-sharing environment.
- Deployment: Manage the deployment and monitoring of machine learning models in production environments, ensuring high performance and reliability.
- EOBI
- Provident Fund
- Medical Health Insurance
- Annual Leaves
- Casual leaves
- Sick Leaves
- Bereavement Leaves
- Marriage Leaves
- Paternity Leaves
- Maternity Leaves
- Recreational area for in-house games
- A growth mindset through the help of experienced and helpful Mentors. Ikonic is made up of passionate individuals who aim to support each other in their training as well as day-to-day tasks.
- A Dynamic Environment where we focus on encouraging initiatives, promoting agility and creating a work/life balance. We know the value you bring in and we aim to nurture it.
- Market Competitive Compensation based upon your professional qualifications and skill set.
- As an Equal employment opportunity provider. All employment associated decisions are based on an individual's merit.