AI Solutions Developer - Predictive Analytics

Placements24; United States; Hybrid; USD 36,000 - 61,000; Full time

Benefits offered by this job

Competitive salary

Medical aid

Retirement fund

Professional development

Wellness programs

Job summary

Placements24 is seeking an AI Solutions Developer focused on Predictive Analytics in Paarl, Western Cape. The role involves building and deploying predictive models, data forecasting, and trend analysis to drive business decisions.

The ideal candidate has strong machine learning expertise, proficiency in Python, and experience with data pipelines, visualization, and cloud platforms. This is a hybrid role with regular collaboration at the Paarl office.

Qualifications

• Bachelor's or Master's degree in CS, DS, Statistics, Mathematics or related field.
• Experience developing and deploying predictive models with ML techniques.
• Strong understanding of statistical modeling, forecasting, and ML algorithms.
• Proficiency in Python and libraries like scikit-learn, Pandas, NumPy.
• Experience with data visualization tools and techniques.
• Familiarity with cloud platforms (AWS, Azure, GCP) and big data is a plus.
• Excellent analytical, problem-solving and communication skills.
• Hybrid work arrangement at Paarl, Western Cape office.

Responsibilities

• Develop, train, and deploy predictive models using ML.
• Clean, preprocess, and analyze large datasets for predictions.
• Evaluate model performance and optimize for accuracy.
• Collaborate with data scientists, engineers, and analysts.
• Implement and maintain data pipelines for training and inference.
• Stay updated with advancements in predictive analytics and AI.
• Document methodologies and results.
• Present findings to technical and non-technical stakeholders.
• Contribute to ongoing AI solution improvements.

Skills

Python

Machine learning

Statistical modeling

Data visualization

Cloud platforms

Education

Bachelor's or Master's in CS/DS/Statistics/Math

Tools

scikit-learn

Pandas

NumPy

Job description

About the Role

Our client, a leader in AI & Emerging Technologies, is actively seeking an AI Solutions Developer with a focus on Predictive Analytics to join their innovative team in Paarl, Western Cape. This role is integral to developing and implementing AI models that provide actionable insights through data forecasting and trend analysis. You will work with diverse datasets to build, test, and deploy predictive models that drive business decisions and create competitive advantages. The position operates under a hybrid work arrangement, offering the flexibility to work remotely while ensuring regular collaboration with colleagues at our Paarl office. This is a fantastic opportunity to apply your skills in machine learning and data science to solve real-world business challenges and contribute to the growth of cutting-edge AI solutions. The ideal candidate is a highly analytical individual with a strong background in developing predictive models and a passion for data-driven problem-solving.

Key Responsibilities

• Develop, train, and deploy predictive models using machine learning algorithms.
• Clean, preprocess, and analyze large datasets to identify patterns and trends relevant for prediction.
• Evaluate model performance using appropriate metrics and optimize models for accuracy and efficiency.
• Collaborate with data scientists, engineers, and business analysts to understand project requirements and translate them into technical solutions.
• Implement and maintain robust data pipelines for model training and inference.
• Stay up-to-date with the latest advancements in predictive analytics, machine learning, and AI.
• Document model development processes, methodologies, and results.
• Communicate findings and insights from predictive models to technical and non-technical stakeholders.
• Contribute to the continuous improvement of AI solutions and development practices.

Requirements

• Bachelor's or Master's degree in Computer Science, Data Science, Statistics, Mathematics, or a related field.
• Proven experience in developing and deploying predictive models using machine learning techniques.
• Strong understanding of statistical modeling, forecasting, and various ML algorithms (e.g., regression, time series analysis, classification).
• Proficiency in Python programming and relevant data science libraries (e.g., scikit-learn, Pandas, NumPy).
• Experience with data visualization tools and techniques.
• Familiarity with cloud platforms (AWS, Azure, GCP) and big data technologies is a plus.
• Excellent analytical, problem-solving, and critical thinking skills.
• Strong communication and interpersonal abilities.
• Must be comfortable with a hybrid work arrangement at our Paarl, Western Cape office.

Benefits

• Competitive salary and performance-based bonuses.
• Comprehensive medical aid and retirement fund benefits.
• Generous annual leave and paid time off.
• Opportunities for professional development and training in AI and data science.
• Exposure to innovative projects and cutting-edge technologies.
• Collaborative and supportive work environment.
• Access to learning resources and industry workshops.
• Employee wellness programs and social events.