Machine Learning Technical Leader, with GenAI

Posted 4 Days Ago
Be an Early Applicant
7 Locations
Remote
Senior level
Artificial Intelligence • Information Technology • Consulting
The Role
Lead a team of engineers to develop AI solutions using ML and AWS, focusing on LLMs and team mentorship, project management, and technical execution.
Summary Generated by Built In

Provectus helps companies adopt ML/AI to transform the ways they operate, compete, and drive value. The focus of the company is on building ML Infrastructure to drive end-to-end AI transformations, assisting businesses in adopting the right AI use cases, and scaling their AI initiatives organization-wide in such industries as Healthcare & Life Sciences, Retail & CPG, Media & Entertainment, Manufacturing, and Internet businesses.


We are seeking a highly skilled Machine Learning (ML) Tech Lead with a strong background in Large Language Models (LLMs) and AWS Cloud services. The ideal candidate will oversee the development and deployment of cutting-edge AI solutions while managing a team of 5-10 engineers. This leadership role demands hands-on technical expertise, strategic planning, and team management capabilities to deliver innovative products at scale.

Responsibilities:

  • 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.

Qualifications:

  • 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.

Top Skills

AI
AWS
Hugging Face
Llms
Machine Learning
Mlops
Openai
Python
PyTorch
TensorFlow
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The Company
HQ: Palo Alto, CA
572 Employees
On-site Workplace
Year Founded: 2010

What We Do

Provectus is an Artificial Intelligence consultancy and solutions provider, helping businesses achieve their objectives through AI.

We are recognized by industry think tanks as a leading provider of AI solutions in specific business domains, driven by sophisticated IT service management and tech innovation. Provectus is a value driver and a trusted partner for our clients and employees.

Provectus is an AWS Premier Consulting Partner with competencies in Data & Analytics, DevOps, and Machine Learning. We design and build AI solutions for industry-specific use cases, Data and Machine Learning foundation, Cloud transformation, and DevOps adoption.

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