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Codinix

AL and ML Specialist

WorldwideFull-Time
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Position Overview: We are seeking an experienced AI/ML Data Scientist to join our dynamic team. The ideal candidate has 3 to 7 years of hands-on experience in developing and deploying AI/ML solutions. As a Data Scientist, you will be responsible for leveraging your expertise to drive data-driven insights, develop predictive models, and contribute to the advancement of our AI-driven initiatives.

Responsibilities:

  1. Data Analysis and Exploration:

    • Collect, preprocess, and analyze large datasets to uncover meaningful patterns and trends.
    • Perform exploratory data analysis to identify data quality issues, outliers, and potential feature engineering opportunities.
  2. Model Development:

    • Develop and deploy machine learning models that solve complex business problems, utilizing algorithms such as regression, classification, clustering, and deep learning.
    • Collaborate with cross-functional teams to identify suitable features, choose appropriate algorithms, and optimize model performance.
  3. Feature Engineering:

    • Engineer and select relevant features from raw data, enhancing model effectiveness and interpretability.
    • Implement techniques such as dimensionality reduction, feature scaling, and transformation to improve model outcomes.
  4. Model Evaluation and Validation:

    • Design and conduct rigorous model validation experiments, including cross-validation and hyperparameter tuning.
    • Evaluate model performance using appropriate metrics and analyze results to iteratively improve model accuracy.
  5. Deployment and Integration:

    • Integrate AI/ML models into production systems, ensuring scalability, robustness, and real-time capabilities.
    • Collaborate with software engineering teams to implement APIs and interfaces for seamless model integration.
  6. Data Visualization and Communication:

    • Visualize and communicate complex model insights and results to both technical and non-technical stakeholders.
    • Prepare and deliver clear, concise presentations that highlight the value of AI/ML solutions.
  7. Continuous Learning and Innovation:

    • Stay current with industry trends, emerging technologies, and best practices in AI/ML.
    • Propose and implement innovative approaches to enhance model performance and business outcomes.

Qualifications:

  • Bachelor’s/Master’s/Ph.D. degree in Computer Science, Data Science, Statistics, or a related field.
  • 3 to 7 years of professional experience in AI/ML model development and deployment.
  • Proficiency in programming languages such as Python, R, or Julia.
  • Strong knowledge of machine learning frameworks and libraries (e.g., TensorFlow, PyTorch, scikit-learn).
  • Solid understanding of statistical analysis, experimental design, and model evaluation techniques.
  • Experience with big data processing tools (e.g., Hadoop, Spark) and cloud platforms (e.g., AWS, Azure, GCP) is a plus.
  • Excellent problem-solving skills and the ability to work in a collaborative, fast-paced environment.
  • Strong communication skills, both written and verbal, to effectively convey complex concepts to diverse audiences.

Benefits:

  • Competitive salary and benefits package.
  • Opportunity to work on cutting-edge AI/ML projects.
  • Collaborative and innovative work environment.
  • Professional development opportunities and training.
  • Impactful role in shaping the company’s AI-driven strategies.

Join us in revolutionizing our industry with data-driven AI/ML solutions. Apply now to be a part of our dynamic team!


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