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Senior Data Scientist

Senior Data Scientist

Arvato Digital ServicesKuala Lumpur, MY, 50400
16 days ago
Job description

Responsibilities :

  • Develops and refines machine learning models to solve specific business problems (Model Training)
  • Conducts feature engineering to enhance model performance and represent data optimally
  • Performs hyperparameter tuning to optimize model performance
  • Designs and implements ML pipelines that sequence different steps for optimal results (e.g., model training, evaluation, data transformation)
  • Selects appropriate algorithms based on problem requirements, data characteristics, and performance criteria
  • Analyzes data to uncover trends, patterns, and insights
  • Considers and accounts for data drift over time to ensure models remain effective in production
  • Conducts prompt engineering to improve performance of models requiring natural language inputs
  • Ensures quality through model evaluation and rigorous testing of results
  • Estimates costs for ML-related tasks, including project offers and change requests
  • Collaborates with business stakeholders to deeply understand the business case behind the ML model and its expected outcomes

Requirements :

  • Strong knowledge of machine learning algorithms, hyperparameter tuning, and model evaluation
  • Experience with prompt engineering and natural language processing (NLP) tasks
  • Proficiency in Python
  • Familiarity with ML libraries such as TensorFlow, Scikit-learn, and PyTorch
  • Knowledge of data analysis techniques, feature engineering, and data preparation
  • Understanding of ML pipelines and workflow automation
  • Ability to detect and address data drift in production environments
  • Strong problem-solving and analytical thinking skills
  • Experience working with stakeholders to understand and refine business cases
  • Familiarity with cost estimation and budget management for ML projects
  • Excellent communication skills to convey technical insights in business terms
  • Continuous learning mindset, staying updated with the latest in AI / ML technologies
  • Strong problem-solving and analytical thinking skills.
  • Experience working with stakeholders to understand and refine business cases.
  • Continuous learning mindset, staying updated with the latest in AI / ML technologies.
  • Primary Skills :

  • Core Libraries : Python 3.11+, pandas, NumPy, scikit-learn
  • Deep Learning : TensorFlow, Keras, PyTorch
  • Natural Language Processing : (Azure) OpenAI, Prompt Engineering, transformers, Langchain
  • Development & Deployment : Git, Docker
  • Data Visualization & Application : Streamlit, Matplotlib
  • Azure : Azure Cognitive Services, Azure Databricks
  • Secondary Skills :

  • Azure Databases & Data Services : Azure Cosmos DB, Azure Data Factory
  • Life at Arvato Systems Malaysia :

    Are you ready to join a team that continuously nurtures creativity, champions entrepreneurship, and values every individual's contribution? Our agile and collaborative culture cultivates empowerment through ownership, trust, and respect. Within this environment, we innovate through value creation and delving into technology, shaping boundless possibilities in our ecosystem.

    What's in it for YOU :

  • Innovate Fearlessly :  We fearlessly challenge the status quo. Innovation runs deep within our core, and we're continually seeking groundbreaking solutions. Your ideas matter, and we offer the platform for them to flourish.
  • Invest in Growth :  We prioritize your professional development with diverse learning, mentorship, and resources nurturing your growth through ample training opportunities.
  • Work-Life Harmony :  At our company, we prioritize work-life harmony, championing flexibility, and support to ensure your welfare. Your mental wellness is our priority. We're committed to fostering a healthy balance between work and personal life for a happier, healthier you.
  • Attractive Benefits :  Our flexible benefits package is designed to cater to your individual needs, complemented by exclusive perks such as Birthday Leave, Family Care Leave, and sponsored meals.
  • Collaboration over Competition :  Teamwork isn't just an idea here - it's our way of life.
  • Thriving on Diversity :  Embracing unique viewpoints and backgrounds, we ensure Equity and Inclusivity are at the heart of our success.
  • Celebrate Success :  From big wins to small victories, every achievement deserves its moment in the spotlight. From project milestones to personal goals and team triumphs, we're all about raising the flag high for success!
  • Wellness & Well-being are Fundamental :  We view wellness as more than personal health - it's the foundation of our caring, connected community. This emphasis on well-being drives our culture of rapid exploration and learning, propelling us forward together.
  • Uniting through Fun :  From annual company trips to quarterly team outings, we build trust and camaraderie by engaging in enjoyable activities together.
  • Giving Back :  Rooted in our values, we actively engage in initiatives supporting meaningful causes that benefit society. Our commitment to Corporate Responsibility is the cornerstone of our journey toward excellence.
  • Join Arvato Systems Malaysia for a transformative career journey. Our commitment to fair opportunities means we value skills and performance above all else - everyone is welcome to build a brighter future together.

    About us

    Global IT specialist Arvato Systems supports major companies through Digital Transformation. About 3,300 staff in over 25 locations epitomize in-depth technology expertise, industry knowledge, and focus on customer requirements. Working as a team, we develop innovative IT solutions, transition our clients into the Cloud, integrate digital processes, and take on IT systems operation and support.

    Interested? Then send us your application! We welcome applications from people who contribute to the diversity of our company. Please feel free to send us your detailed application including certificates and your salary expectations.

    Arvato Systems Malaysia Sdn Bhd

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