AI ML Architect

2 months ago

Pune, India ACL Digital Full time

Responsibilities:

  • Overall 8+ years of experience, out of which in 4+ in AI, ML and Gen AI and related technologies
  • Proven track record of leading and scaling AI/ML teams and initiatives
  • Strong understanding and hands-on experience in AI, ML, Deep Learning, and Generative AI concepts and applications
  • Expertise in ML frameworks such as PyTorch and/or TensorFlow
  • Experience with ONNX runtime, model optimization and hyperparameter tuning
  • Solid Experience of DevOps, SDLC, CI/CD, and MLOps practices - DevOps/MLOps Tech Stack: Docker, Kubernetes, Jenkins, Git, CI/CD, RabbitMQ, Kafka, Spark, Terraform, Ansible, Prometheus, Grafana, ELK stack
  • Experience in production-level deployment of AI models at enterprise scale
  • Proficiency in data preprocessing, feature engineering, and large-scale data handling
  • Expertise in image and video processing, object detection, image segmentation, and related CV tasks
  • Proficiency in text analysis, sentiment analysis, language modeling, and other NLP applications
  • Experience with speech recognition, audio classification, and general signal processing techniques
  • Experience with RAG, VectorDB, GraphDB and Knowledge Graphs
  • Extensive experience with major cloud platforms (AWS, Azure, GCP) for AI/ML deployments. Proficiency in using and integrating cloud-based AI services and tools (e.g., AWS SageMaker, Azure ML, Google Cloud AI)


Required Skills:

  • Strong leadership and team management skills
  • Excellent verbal and written communication skills
  • Strategic thinking and problem-solving abilities
  • Adaptability and adapting to the rapidly evolving AI/ML landscape
  • Strong collaboration and interpersonal skills
  • Ability to translate market needs into technological solutions
  • Strong understanding of industry dynamics and ability to translate market needs into technological solutions
  • Demonstrated ability to foster a culture of innovation and creative problem-solving

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