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Whitefield Careers

AI/ML Consultant

Early Applicant
  • 7 days ago
  • Be among the first 50 applicants

Job Description

Key Responsibilities

  • Develop Predictive Models: Build and deploy AI/ML models to detect patterns related to loneliness, cognitive

decline, and behavioral changes.

  • Design Personalization Algorithms: Create recommendation systems to match users with relevant social

activities, cognitive exercises, or community groups.

  • Behavioral Insights Analysis: Develop models to analyze user engagement patterns and identify triggers for

disengagement.

  • Integration with App Features: Work with engineering teams to integrate AI-driven insights seamlessly into the

app (e.g., mood tracking, cognitive assessments).

  • Data Pipeline Management: Create and maintain data pipelines to collect, preprocess, and train on structured

and unstructured data (e.g., surveys, app activity logs).

  • Collaborate with Research Partners: Work alongside researchers and universities to validate models and

incorporate cognitive science findings into ML solutions.

  • Monitor and Optimize Models: Continuously evaluate and optimize models for performance, accuracy, and

fairness, ensuring compliance with ethical AI guidelines.

  • User Privacy and Data Security: Ensure adherence to data privacy laws (HIPAA, GDPR) while processing

user data.

Qualifications

  • Education:
  • Bachelor's or master's degree in computer science, Data Science, Machine Learning, or related fields.
  • Technical Skills:
  • Proficient in Python and ML frameworks (TensorFlow, PyTorch, Scikit-learn).
  • Experience with NLP, recommendation systems, and predictive modeling.
  • Familiarity with cloud platforms (AWS, GCP, or Azure) and MLOps tools for deployment and monitoring.
  • Solid understanding of data privacy regulations and ethical AI practices.
  • Experience:
  • 3+ years of experience in developing and deploying AI/ML models.
  • Experience in healthtech or wellness-focused applications is a plus.
  • Proven track record in personalization algorithms and behavioral analytics is desirable.
  • Soft Skills:
  • Strong collaboration skills with cross-functional teams (product, healthcare, and research partners).
  • Passion for improving mental well-being and social engagement through technology.
  • Ability to communicate complex technical concepts to non-technical stakeholders.

Skills: data,algorithms,ml frameworks (tensorflow, pytorch, scikit-learn),models,mlops,cloud platforms (aws, gcp, azure),ethical ai practices,data privacy regulations,recommendation systems,nlp,predictive modeling,python

More Info

Industry:Other

Job Type:Permanent Job

Skills Required

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Date Posted: 30/10/2024

Job ID: 98690051

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