Technical Engineering Manager - NLP - LEO Technologies

Role

• Lead a team of engineers focused on building and maintaining advanced NLP solutions enhancing insights and decision-making capabilities for our end users.
• Thoroughly understand product requirements, lead detailed ticket breakdowns, and coordinate with development, product, QA and Devops teams to ensure timely delivery of high-quality solutions aligned with both technical and business objectives.
• Foster an environment of iterative improvement and rapid adaptation to changing business and product needs, utilizing tools like JIRA for project management to streamline task allocation, track progress, and ensure transparency.
• Identify and develop leaders within the team, providing mentorship and coaching to help them succeed.
• Collaborate across teams to develop and translate strategies into plans and schedules, promoting collaboration between engineering teams and stakeholders.

What We Value

• A bachelor's or master's degree in a related field (e.g. computer science, linguistics, artificial intelligence)
• 6+ years of experience in NLP engineering or similar Machine Learning field, plus 2 years of leadership experience.
• Outstanding skills in statistical analysis, machine learning methods and text representation techniques.
• Strong knowledge of NLP concepts and techniques such as Tokenization, BERT, Transformers, Topic modeling, Word embeddings, Sentiment Analysis, Entity Extraction etc.
• Experience using LLM technology, Retrieval-Augmented Generation (RAG), Semantic search, and Agentic workflows.
• Knowledge of NLP methodologies such as text and speech data representation, semantic extraction techniques, data structures, and modeling.
• Deep and hands-on experience in API design, deployment processes, and a comprehensive understanding of system architecture.
• Experience with machine learning frameworks (like Keras or PyTorch) and libraries (like scikit-learn)
• Experience working with HuggingFace platform along with leveraging open-source models - Ability to work with large datasets and perform data preprocessing and feature engineering
• Demonstrated success in mentoring and accelerating the progress of your reports, as well as being a team multiplier.
• Expertise in leading cross-team engineering activities from requirements analysis and scoping to shipping and operating in production.
• Experience leading and collaborating with remote/off-shore teams, ensuring synchronization across time zones and cultures.
• Excellent project management skills, ensuring timely delivery, resource optimization, and seamless execution across both on-shore and off-shore teams.
• Ability to lead a fast-paced product development team across various locations and time zones, and react quickly to changes in priorities.

Technologies We Use

• AWS Cloud and numerous AWS services (Server and Serverless).
• AWS Bedrock, AzureAI, Pinecone DB, HuggingFace
• AWS SageMaker for model training and deployment
• Backend languages primarily consist of Python (for ML team) and Elixir (Other teams).
• ElasticCloud, Imply Polaris for search and analytics needs.
• TypeScript and React for front-end development.
• Apache Kafka as our data backbone.
• Terraform, EKS, Airflow and Ansible for infrastructure deployment and automation.
• Industry-standard build tooling and CI/CD using GitHub Actions, CodePipeline, and ArgoCD.
• Playwright test automation framework for end-to-end testing.
• A mix of open-source and proprietary technologies tailored to the problems at hand.

What You Can Expect

• Enjoy great team camaraderie whether at our Irvine office or working remotely.
• Thrive on the fast pace and challenging problems to solve.
• Modern technologies and tools.
• Continuous learning environment.
• Opportunity to communicate and work with people of all technical levels in a team environment.
• Grow as you are given feedback and incorporate it into your work.
• Be part of a self-managing team that enjoys support and direction when required.
• 3 weeks of paid vacation – out the gate!!
• Competitive Salary.
• Generous medical, dental, and vision plans.
• Sick, and paid holidays are offered.
• Stand/ sit workstations at our amenity rich office in Irvine, CA.
• Casual environment.
• Kitchen stocked with snacks and drinks on site.
• Hybrid and Remote options available
• Work with talented and collaborative co-workers.

PI242929267