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Practice head aiml

1 month ago

Pune, India ACL Digital Full time

Experience :- 10+ years Notice Period:- Immediate Location:- Pune Technical skills and competencies Must have Technical skills Requirements • 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 Py Torch and/or Tensor Flow • Experience with ONNX runtime, model optimization and hyperparameter tuning. • Solid Experience of Dev Ops, SDLC, CI/CD, and MLOps practices - Dev Ops/MLOps Tech Stack: Docker, Kubernetes, Jenkins, Git, CI/CD, Rabbit MQ, 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, Vector DB, Graph DB 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 Sage Maker, Azure ML, Google Cloud AI). Soft 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. Candidate Profile and Competencies Lead and manage the AI/ML Center of Excellence (Co E), setting strategic direction and goals. • 00% hands-on Experience is a must in development and deployment of production-level AI models at enterprise scale. (Build Vs Buy Decision Maker) • Drive innovation in AI/ML applications across various business domains and modalities (vision, language, audio). • Hire, train, and manage a team of AI experts to run the Co E effectively. • Collaborate with sales teams to identify opportunities and drive revenue growth through AI/ML solutions. • Develop and deliver training programs to upskill teams across the organization in AI/ML technologies. • Oversee the Implement and maintain best practices in MLOps, Dev Ops, and CI/CD for AI/ML projects. • Continuously identify and evaluate emerging tools and technologies in the AI/ML space for potential adoption. • Provide thought leadership through whitepapers, conference presentations, and industry engagements to position the organization as an AI/ML leader