Machine Learning Team Lead
4 weeks ago
About the Role
We are seeking an experienced Machine Learning Team Lead to spearhead our AI/NLP initiatives and drive the development of innovative machine translation and content generation tools.
Key Responsibilities
- Leverage advanced AI and NLP technologies to enhance our product offerings and expand our capabilities.
- Provide technical leadership and be responsible for adjacent services and developing the next generation of neural models.
- Collaborate closely with Full-Stack Engineers, QA Engineers, Machine Learning Engineers, Data Engineers, and report to the Director of Machine Learning.
- Oversee a talented team of 5-6 engineers with expertise in machine learning, NLP, full-stack development, AI applications, quality assurance, and product management.
- Steer the technical direction in AI and NLP, establish objectives for your team, foster their career advancement, offer mentorship, and guide them through resolving intricate challenges.
Requirements
- Expert Knowledge in Python and especially using frameworks like Huggingface Transformers, TensorFlow or PyTorch, Scikit-learn.
- Experience with neural models based on Transformer architectures.
- Expert Knowledge in JavaScript/TypeScript for full-stack development and interaction with APIs on the front end.
- API Development: RESTful API principles, understanding how to design stateless, secure, and scalable APIs.
- Expertise in MLOps Tools - Docker, Kubernetes, CI/CD Tools (e.g., Jenkins, GitLab CI, GitHub Actions), Terraform.
- MLflow or Kubeflow: For managing the machine learning lifecycle.
- Cloud Platforms: Azure, AWS, Google Cloud.
- Data Management: SQL/NoSQL.
- Data Lakes/ Data Warehousing: Solutions like Amazon S3, Redshift, or Google BigQuery.
- Monitoring and Logging: Prometheus, Grafana, or ELK Stack.
- Security: OAuth, JWT, and other authentication/authorization protocols.
- Data Visualization and BI Tools: Looker, Tableau, Power BI or similar tools.
- Agile methodologies and understanding of design workflows and software architecture.
What We Offer
- Enjoy flat hierarchies, responsibility and freedom, direct feedback, and room to stand up for your own ideas.
- Internal development opportunities, ongoing support from your People Partner, and an inclusive and fun company culture.
- International company with over 400 employees.
- Flexible work options tailored to how you work best.
- We take care of our people and initiate many social get-togethers.
About LanguageWire
We want to wire the world together with language. Our goal is to make customer's lives easier by simplifying their communication with any audience across the globe.
Our Values
- We are curious.
- We are trustworthy.
- We are caring.
- We are ambitious.
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