Data Scientist - Machine Learning Specialist

Placements24; United States; Hybrid; USD 54,000 - 90,000; Full time

Benefits offered by this job

Health insurance

Retirement plans

Professional development

Hybrid work model

Job summary

Placements24 is seeking a Data Scientist (ML) to join our innovative team in Welkom, Free State. You will develop and deploy predictive models, analyze large datasets, and translate insights into strategic recommendations for stakeholders.

The role emphasizes collaboration with data engineers and software developers in a hybrid work model, offering flexibility and opportunities to advance AI initiatives in a dynamic environment.

Qualifications

• Master's or PhD in Computer Science, Statistics, Mathematics, or a related quantitative field.
• 3+ years of hands-on experience in data science and machine learning.
• Strong programming skills in Python or R, with libraries such as TensorFlow, PyTorch, scikit-learn, Pandas, NumPy.
• Solid understanding of statistical modeling, ML algorithms (supervised/unsupervised), and deep learning concepts.
• Experience with SQL and big data technologies (Spark, Hadoop).
• Familiarity with cloud platforms (AWS, Azure, GCP) and their ML services.
• Excellent analytical, problem-solving, and communication skills.

Responsibilities

• Develop, train, and deploy machine learning models to address business needs.
• Perform in-depth data analysis, identify trends, and extract actionable insights.
• Clean, preprocess, and transform large, complex datasets for modeling.
• Design and conduct A/B tests and other experiments to validate model performance.
• Collaborate with engineers to integrate ML models into production systems.
• Stay abreast of the latest advancements in machine learning and data science.
• Communicate complex findings and recommendations clearly to technical and non-technical audiences.
• Build and maintain data pipelines for model training and inference.
• Develop visualizations and reports to illustrate data insights and model results.
• Contribute to the development of the company's data strategy and best practices.

Skills

Python

R

TensorFlow

PyTorch

scikit-learn

Pandas

NumPy

Education

Master's degree in CS/Statistics/Math

PhD in a related quantitative field

Tools

TensorFlow

PyTorch

scikit-learn

Pandas

NumPy

Job description

About the Role

Our client is seeking a brilliant Data Scientist with a specialization in Machine Learning to join their innovative team in Welkom, Free State . This role is crucial for developing and deploying advanced predictive models and algorithms that drive business insights and product enhancements. You will work with large, complex datasets, applying statistical analysis and machine learning techniques to solve challenging problems. The position involves collaborating with data engineers, software developers, and business stakeholders to translate data into actionable strategies. This is a unique opportunity to contribute to cutting-edge AI and ML initiatives in a supportive environment within the Welkom, Free State region, offering a hybrid work model for flexibility.

Key Responsibilities

• Develop, train, and deploy machine learning models to address business needs.
• Perform in-depth data analysis, identify trends, and extract actionable insights.
• Clean, preprocess, and transform large, complex datasets for modeling.
• Design and conduct A/B tests and other experiments to validate model performance.
• Collaborate with engineers to integrate ML models into production systems.
• Stay abreast of the latest advancements in machine learning and data science.
• Communicate complex findings and recommendations clearly to technical and non-technical audiences.
• Build and maintain data pipelines for model training and inference.
• Develop visualizations and reports to illustrate data insights and model results.
• Contribute to the development of the company's data strategy and best practices.

Requirements

• Master's or PhD in Computer Science, Statistics, Mathematics, or a related quantitative field.
• 3+ years of hands-on experience in data science and machine learning.
• Strong programming skills in Python or R, with experience in relevant libraries (e.g., TensorFlow, PyTorch, scikit-learn, Pandas, NumPy).
• Solid understanding of statistical modeling, machine learning algorithms (supervised and unsupervised), and deep learning concepts.
• Experience with data querying languages (e.g., SQL) and big data technologies (e.g., Spark, Hadoop).
• Familiarity with cloud platforms (AWS, Azure, GCP) and their ML services.
• Excellent analytical, problem-solving, and critical thinking skills.
• Strong communication and presentation skills.
• Ability to work independently and collaboratively in a team setting.
• Experience with data visualization tools (e.g., Matplotlib, Seaborn, Tableau).

Benefits

Our client offers a competitive salary, a comprehensive benefits package including health and retirement plans, opportunities for professional development, and a stimulating work environment. This hybrid role in Welkom, Free State allows for a blend of in-office collaboration and remote flexibility. Be part of a team that is at the forefront of data innovation.