About the Role
Responsibilities
Client Consultation:
• Engage with clients to understand their business goals, challenges, and opportunities.
• Assess and analyze client needs to determine the most suitable AI/ML solutions.
Solution Design:
• Design end-to-end AI/ML solutions that align with client objectives and industry best practices.
• Develop comprehensive project plans outlining milestones, timelines, and resource requirements.
Model Development:
• Lead the development of machine learning models and algorithms tailored to address specific client requirements.
• Utilize a variety of machine learning frameworks and libraries.
Data Exploration and Preprocessing:
• Analyze and preprocess client data to ensure its suitability for machine learning applications.
• Work with data engineers to integrate and cleanse data from various sources.
Performance Optimization:
• Optimize machine learning models for accuracy, efficiency, and scalability.
• Address performance bottlenecks and implement improvements.
Implementation:
• Collaborate with development teams to integrate machine learning models into client systems and applications.
• Ensure seamless deployment and monitor model performance in production.
Requirements
Education:
A bachelor's, master's, or Ph.D. degree in a relevant field such as Computer Science, Statistics, Mathematics, Engineering, or a related discipline.
Experience:
Proven experience in AI and ML projects, typically ranging from 3 to 10 years or more.
Demonstrated success in implementing machine learning solutions in real-world applications.
Technical Skills:
Proficiency in programming languages commonly used in AI/ML, such as Python or R.
In-depth knowledge of machine learning algorithms, statistical modeling, and data analysis.
Familiarity with popular ML libraries and frameworks (e.g., TensorFlow, PyTorch, scikit-learn).
Domain Knowledge:
Expertise in the specific industry or industries in which the consulting firm operates.
Understanding of business processes and challenges within the client's domain.
Consulting Skills:
Strong consulting and client-facing skills, with the ability to understand client needs and translate them into AI/ML solutions.
Effective communication skills to convey complex technical concepts to non-technical stakeholders.
Problem-Solving Skills:
Strong analytical and problem-solving skills to address complex business challenges using AI/ML techniques.
Creative thinking and the ability to innovate in applying AI/ML to diverse problems.
Project Management:
Experience in managing AI/ML projects from inception to completion, including defining project scope, timelines, and deliverables.
Ability to work within budget constraints and meet project deadlines.
Continuous Learning:
Given the rapidly evolving nature of AI and ML technologies, a commitment to staying updated on the latest trends, tools, and methodologies is essential.
Communication Skills:
Excellent communication skills, both written and verbal, to effectively convey findings, insights, and recommendations to clients and team members.
Team Collaboration:
Ability to work collaboratively with cross-functional teams, including data scientists, engineers, business analysts, and other stakeholders.
Ethics and Integrity:
Awareness of ethical considerations in AI/ML, especially when dealing with sensitive or personal data.
Tools and Platforms:
Familiarity with cloud platforms (e.g., AWS, Azure, GCP) and their AI/ML services.
Experience with deployment and integration of AI/ML models into production systems.
Certifications:
Relevant certifications in AI/ML, such as those offered by recognized institutions or cloud service providers, can be an added advantage.
About the Company
Inforium Technologies Pvt. Ltd. is an industrial automation consultancy firm that provides industry-leading solutions and services to a wide range of clients in Mining and Metallurgy, Construction, Chemicals, Manufacturing, Power & Energy.
We specialize in involving artificial intelligence to provide innovative solutions to optimize operations, improve health and safety, reduce waste, and enhance human efficiency, leveraging our expertise in these areas to ensure success of our clients.
Our services include everything from management consulting, data governance and management, to program management and market research, with a focus on helping our clients get ahead in the age of sustainable economic, environmental and social development.
We are dedicated to providing the highest quality of services to our clients and strive to deliver the best possible outcomes.