AI/ML Tech Lead – LLMs, AWS

Job not on LinkedIn

November 14

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Logo of Provectus

Provectus

Artificial Intelligence • SaaS

Provectus is an artificial intelligence consultancy and solutions provider that helps businesses transform through AI. Offering both a use case and a platform approach, Provectus integrates AI into organizations to achieve unique business objectives and technical capabilities. Their solutions are cloud-native, vendor-agnostic, and open, allowing for deployment in customer's cloud without restrictive licenses. With applications in industries like retail, manufacturing, and healthcare, Provectus delivers AI-powered use cases and turnkey solutions to drive innovation and efficiency. They also offer consulting, customization, and managed AI services.

501 - 1000 employees

Founded 2012

🤖 Artificial Intelligence

☁️ SaaS

📋 Description

• Leadership & Management • Lead and manage a team of 5-10 engineers, providing mentorship and fostering a collaborative team environment; • Drive the roadmap for machine learning projects aligned with business goals; • Coordinate cross-functional efforts with product, data, and engineering teams to ensure seamless delivery. • Machine Learning & LLM Expertise • Design, develop, and fine-tune LLMs and other machine learning models to solve business problems; • Evaluate and implement state-of-the-art LLM techniques for NLP tasks such as text generation, summarization, and entity extraction; • Stay ahead of advancements in LLMs and apply emerging technologies; • Expertise in multiple main fields of ML: NLP, Computer Vision, RL, deep learning and classical ML. • AWS Cloud Expertise • Architect and manage scalable ML solutions using AWS services (e.g., SageMaker, Lambda, Bedrock, S3, ECS, ECR, etc.); • Optimize models and data pipelines for performance, scalability, and cost-efficiency in AWS; • Ensure best practices in security, monitoring, and compliance within the cloud infrastructure. • Technical Execution • Oversee the entire ML lifecycle, from research and experimentation to production and maintenance; • Implement MLOps and LLMOps practices to streamline model deployment and CI/CD workflows; • Debug, troubleshoot, and optimize production ML models for performance. • Team Development & Communication • Conduct regular code reviews and ensure engineering standards are upheld; • Facilitate professional growth and learning for the team through continuous feedback and guidance; • Communicate progress, challenges, and solutions to stakeholders and senior leadership.

🎯 Requirements

• Proven experience with LLMs and NLP frameworks (e.g., Hugging Face, OpenAI, or Anthropic models) • Strong expertise in AWS Cloud Services • Strong experience in ML/AI, including at least 2 years in a leadership role • Hands-on experience with Python, TensorFlow/PyTorch, and model optimization • Familiarity with MLOps tools and best practices • Excellent problem-solving and decision-making abilities • Strong communication skills and the ability to lead cross-functional teams • Passion for mentoring and developing engineers.

🏖️ Benefits

• Sing-up bonus 7,000 USD • Long-term B2B collaboration • Fully remote setup • Comprehensive private medical insurance or budget for your medical needs • Paid sick leave, vacation, public holidays • Continuous learning support, including unlimited AWS certification sponsorship.

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