Machine Learning Team Lead - Product & API

September 26

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LanguageWire

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Translation • Website translation • Proofreading • Translation management • Voice over

201 - 500

Description

• LanguageWire is seeking an experienced Machine Learning Team Lead with expertise in product and API development. • Leverage advanced AI and NLP technologies to enhance product offerings and expand capabilities. • Provide technical leadership and develop next generation of neural models for machine translation. • Collaborate closely with cross-functional teams at the forefront of AI and NLP technology. • Oversee a talented team of 5-6 engineers in machine learning, NLP, and full-stack development. • Take ownership of the AI services lifecycle within your team, ensuring product integration. • Apply a data-driven approach to decision-making to guide product development and strategy. • Lead the charge in engineering groundbreaking AI solutions that transform language services.

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. Frameworks like Node.js, Vue.js, Express.js. • API Development: RESTful API principles, understanding how to design stateless, secure, and scalable APIs. • Expertise in MLOps Tools - Docker: For containerizing applications and models. • Kubernetes: For orchestration of containers. • CI/CD Tools (e.g., Jenkins, GitLab CI, GitHub Actions): For continuous integration and deployment pipelines. Terraform (IaC). • 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. Apache Kafka or other streaming services for real-time data processing. • Redux or Context API: For state management in front-end applications. • Version Control and Collaboration: Git: For source code management. GitHub, Azure DevOps: For collaborative development and code reviews. • Monitoring and Logging: Prometheus, Grafana, or ELK Stack (Elasticsearch, Logstash, Kibana) for monitoring applications and infrastructure. • Security: OAuth, JWT, and other authentication/authorization protocols. Best practices are adopted. • Data Visualization and BI Tools: Looker, Tableau, Power BI or similar tools for data analysis and visualization. • Agile methodologies and understanding of design workflows and software architecture.

Benefits

• 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. Offices in Copenhagen, Aarhus, Stockholm, Varberg, London, Leuven, Lille, Paris, Munich, Hamburg, Zurich, Kiev, Gdansk, Atlanta, Finland and Valencia