Senior Data Scientist - Deep Learning Specialist (Remote-First)

Placements24; Klerksdorp; Hybride; ZAR 1 200 000 - 2 400 000; Plein temps

Avantages offerts par ce poste

Remote-first culture

Professional development opportunities

Home office stipend

Résumé du poste

Placements24 is seeking a Senior Data Scientist specializing in Deep Learning to design, develop, and deploy advanced models across diverse domains. This remote-first role involves collaborating with a global team of data scientists, engineers, and product managers to solve complex business problems and drive data-driven decisions.

You will lead end-to-end DL projects, perform rigorous experimentation, and mentor junior colleagues, while staying current with cutting-edge AI research.

Qualifications

• Master's or PhD in Computer Science, Statistics, Mathematics, or a related quantitative field with a strong focus on ML/DL.
• 5+ years hands-on experience as a Data Scientist, with significant DL exposure.
• Proficiency in Python and core data science libraries (Pandas, NumPy, Scikit-learn).
• Expertise with DL frameworks (TensorFlow, PyTorch, Keras).
• Experience deploying ML models in cloud environments (AWS, Azure, GCP).

Responsabilités

• Develop and implement deep learning models for image recognition, NLP, time-series forecasting, and RL.
• Perform data exploration, feature engineering, and preprocessing for large datasets.
• Design experiments for model training, validation, and hyperparameter tuning.
• Collaborate with engineering to deploy models to production with scalability.
• Stay updated with DL research and apply new techniques where relevant.
• Communicate findings to technical and non-technical stakeholders.
• Mentor junior data scientists and contribute to best practices.
• Develop internal tools to streamline ML workflows.

Connaissances

Python

Deep learning

Data analysis

Communication

Cloud computing

Formation

Master's or PhD in CS/Stats/Math

Outils

TensorFlow

PyTorch

Keras

AWS

Azure

GCP

Spark

Hadoop

Description du poste

About the Role

Our client is a leading innovator in data science and artificial intelligence, actively seeking a highly skilled Senior Data Scientist with a specialization in Deep Learning to join our distributed, remote-first team. This pivotal role involves designing, developing, and deploying advanced deep learning models to solve complex business problems across various domains. You will work on challenging projects that require a deep understanding of neural networks, large-scale data analysis, and cutting-edge machine learning techniques. As a remote-first employee, you will leverage asynchronous communication tools and collaborate effectively with a global team of data scientists, engineers, and product managers. This is an exceptional opportunity to make a significant impact on data-driven decision-making and technological advancement from your home office.

Key Responsibilities

• Develop and implement sophisticated deep learning models for tasks such as image recognition, natural language processing, time-series forecasting, and reinforcement learning.
• Perform in-depth data exploration, feature engineering, and data preprocessing for large and complex datasets.
• Design and execute rigorous experimental setups for model training, validation, and hyperparameter tuning.
• Collaborate with engineering teams to deploy deep learning models into production environments, ensuring scalability and efficiency.
• Stay current with the latest research and advancements in deep learning and artificial intelligence, identifying opportunities for application.
• Analyze and interpret model results, effectively communicating findings and recommendations to technical and non-technical stakeholders.
• Mentor junior data scientists and contribute to the knowledge sharing and best practices within the data science team.
• Contribute to the development of internal tools and libraries to streamline the machine learning workflow.

Requirements

• Master's or Ph.D. in Computer Science, Statistics, Mathematics, or a related quantitative field with a strong focus on machine learning and deep learning.
• 5+ years of hands-on experience as a Data Scientist, with a significant portion dedicated to deep learning applications.
• Proficiency in Python and core data science libraries (e.g., Pandas, NumPy, Scikit-learn).
• Expertise in deep learning frameworks such as TensorFlow, PyTorch, or Keras.
• Experience with deploying machine learning models, preferably in cloud environments (AWS, Azure, GCP).
• Strong analytical and problem-solving skills, with the ability to translate complex business problems into data science solutions.
• Excellent communication and collaboration skills, essential for a remote team environment.
• Experience with big data technologies (e.g., Spark, Hadoop) is a plus.

Benefits

• Our client offers a competitive salary and a comprehensive benefits package designed to support our remote workforce.
• This includes performance bonuses, equity options, and a generous home office stipend for setting up your workspace.
• We provide ample opportunities for professional development through online courses, virtual conferences, and access to cutting-edge research.
• Health, dental, and vision insurance are provided, along with a retirement savings plan.
• The remote-first culture emphasizes flexibility, autonomy, and a strong commitment to work-life balance, allowing you to thrive professionally from anywhere.