Group Lead ML Scientist

dp-world - Bangalore, Karnataka, India | 2024-08-12 21:56:39

 

 KEY ACCOUNTABILITIES
  • Lead research projects in AI, exploring new algorithms, techniques, and methodologies to solve challenging problems and advance the state-of-the-art.
  • Conduct experiments, analyse data, and evaluate the performance of AI models using benchmark datasets and real-world applications.
  • Design and implement scalable and efficient algorithms for training and inference, considering factors such as computational complexity, memory usage, and runtime performance.
  • Collaborate with engineering teams to integrate AI algorithms into production systems and optimize end-to-end performance.
  • Optimize AI models and algorithms for deployment in resource-constrained environments, such as edge devices or cloud platforms.
  • Communicate research findings, technical concepts, and project updates effectively to both technical and non-technical stakeholders.
  • Experiment with new tools, frameworks, and platforms to explore innovative approaches and techniques in AI.
  • Drive innovation within the organization by proposing and championing new ideas, projects, and initiatives that leverage AI technology to create value.
  • Implement and validate predictive and prescriptive models, create and maintain statistical models with a focus on data.
  • Act as an ambassador for DP World at all times when working; promoting and demonstrating positive behaviours in harmony with DP World’s Founder’s Principles, values and culture; ensuring the highest level of safety is applied in all activities; understanding and following DP World’s Code of Conduct and Ethics policies.

 

 

 

 

 

 

QUALIFICATIONS, EXPERIENCE AND SKILLS

  • Ph.D. or equivalent experience in Computer Science, Artificial Intelligence, Machine Learning, or a related field.
  • Hands-on experience in application of machine learning, statistical techniques in one or more of below areas:
    • Deep learning, LLMs, NLPs, Gen AI, vision computing solutions
    • Logistics network optimization
    • Inventory management & forecasting
  • Proficiency in programming languages commonly used in AI research, such as Python, TensorFlow, PyTorch, or MATLAB. 
  • Strong analytical and problem-solving skills, with the ability to formulate and solve complex technical challenges.
  • Demonstrated ability to drive research projects from conception to completion, delivering impactful results.
  • Passion for AI technology and a commitment to continuous learning and professional development.
  • Ability to look at things differently, debug, troubleshoot, design and implement solutions to complex technical issues.
  • Basic understanding of Cloud (AWS, Azure, etc.)
  • Excellent communication and collaboration skills, with the ability to work effectively in a multidisciplinary team environment. 

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