Associate Director- Data Science

4 weeks ago

India Live Connections Full time
Job description Company Description Live Connections is a search and recruitment organization that specializes in finding and placing professionals across all sectors.

With over 25 years of cumulative recruitment experience, Live Connections has placed over 20,000 professionals across 350+ clients in multiple sectors and functions.

The company has a global presence in 4 countries and is known for its professional, well-trained, and customer-centric team of engineers and MBA's who are relationship-driven and handle clients or candidates with a human quotient.

Key Responsibilities: Data Analysis and Preprocessing: Analyze and preprocess diverse datasets relevant to themortgage industry, ensuring data quality and relevance for model training.

Model Development and Fine-Tuning: Research and implement state-of-the-art NLP models,focusing on pre-training as well instructiontuning pre-trained LLMs for mortgage-specificapplications.

Utilize techniques like RLHF to improve model alignment with human preferencesand enhance decision-making capabilities.

Algorithm Implementation: Develop and optimize machine learning algorithms to enhancemodel performance, accuracy, and efficiency.

Experiment with different architectures and open-source models to identify the best fit for project requirements.

Collaboration: Work with domain experts to incorporate industry knowledge into modeldevelopment, ensuring outputs are relevant and actionable.

Experimentation: Conduct experiments to validate model hypotheses, analyze results, anditerate on model improvements.

Documentation: Maintain comprehensive documentation of methodologies, experiments, and results to support transparency and reproducibility.

Ethics and Bias Mitigation: Ensure responsible AI practices are followed by identifying potential biases in data and models, implementing strategies to mitigate them.

Required Skills: Technical Expertise: Strong background in machine learning, deep learning, and NLP.

Proficiencyin Python and experience with ML frameworks such as Tensor Flow or Py Torch.

NLP Knowledge: Experience with NLP frameworks and libraries (e.g., Hugging Face Transformers) for developing language models.

Data Handling: Proficiency in handling large datasets, feature engineering, and statisticalanalysis.

Problem Solving: Strong analytical skills with the ability to solve complex problems using data- driven approaches.

Communication: Excellent communication skills to effectively collaborate with technical teamsand non-technical stakeholders.

Preferred Qualifications: Educational Background: Master's or Ph.

D.

in Data Science, Computer Science, Statistics, or arelated field.

Cloud Computing: Familiarity with cloud platforms (e.g., AWS, Azure) for scalable computingsolutions.

Ethics Awareness: Understanding of ethical considerations in AI development, including biasdetection and mitigation.

Interested candidate please drop your updated resumes at anjana.v@livecjobs.com OR Contact us at 7386691110

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