AI 工程师负责人
Lead AI Engineer
Dreаmix 19 年前由充满热情的 IT 学生创立，他们希望打造一个最理想的工作环境，让每个人的声音都被听到，在透明的管理下工作，并充分发挥自己的潜力。多年后，我们为来自德国、英国、瑞士和硅谷的知名公司提供软件解决方案。Dreamix 通过 Java 和 Web 技术，为全球顶级企业提供建高质量的软件服务和产品。
我们相信雇主与员工的关系应该是伙伴关系而非交易关系。我们致力于尽可能多地投资于员工，也期望你做出同样的投入。文化使我们与众不同，我们坚信追求卓越、团队合作、知识共享、主动性、健康的生活方式和个人发展。
我们正在寻找一位技能娴熟且有动力的 AI 首席工程师加入我们的团队。在这个职位上，你将领导先进 AI 解决方案的开发、实施和持续优化，创造商业价值并提升用户体验。你将与跨职能团队紧密合作，推动创新并确保 AI 驱动的产品和服务顺利部署。你还将指导团队成员，培养持续学习和创新的文化。
职责：
- 驱动先进 AI 和 GenAI 系统的设计、开发和部署，以解决复杂的业务挑战
- 与跨职能团队合作，将业务需求转化为稳健的技术解决方案和可操作的见解
- 领导由 3-5 名 AI/ML 工程师、数据工程师和 MLOps 专业人员组成的团队
- 与软件开发人员密切合作，将 AI 和数据驱动模块集成到更大的软件解决方案中，确保无缝的功能和性能
- 指导初级数据科学家和工程师，推广 AI/ML 开发的最佳实践
- 进行全面的数据分析和模型验证，确保 AI/ML 解决方案的稳健性、可靠性和可扩展性
- 清晰且有说服力地向非技术利益相关者传达复杂的技术概念和结果，促进决策的制定
- 参与临时的售前工作，利用技术专长支持业务发展计划
要求：
- 计算机科学、数据科学、统计学、数学或相关领域的学士或硕士学位
- 7-8 年数据科学、机器学习
查看英文原文
Dreаmix was founded 19 years ago by passionate IT students, who wanted to create the dreamiest workplace where everyone is heard, works under transparent management, and lives up to their full potential. Now, many years later, we deliver software solutions for renowned companies from Germany, the UK, Switzerland, and Silicon Valley. Dreamix provides quality software services and products for top enterprises around the world through Java and Web technologies.
We believe that the employer-employee relationship must be in the form of partnership not transaction. We are committed to investing as much as possible in our employees and we expect the same from you. Culture is what makes us different as we strongly believe in striving for mastery, teamwork, knowledge sharing, proactivity, a healthy lifestyle, and personal development.
We are looking for a skilled and motivated Lead AI Engineer to join our team. In this role, you will lead the development, implementation, and ongoing optimization of advanced AI solutions that create business value and enhance user experiences. Working closely with cross-functional teams, you will drive innovation and ensure the smooth deployment of AI-powered products and services. You will also mentor team members and foster a culture of continuous learning and innovation.
Responsibilities:
- Drive the design, development, and deployment of advanced AI and GenAI systems to solve complex business challenges
- Partner with cross-functional teams to translate business requirements into robust technical solutions and actionable insights
- Lead teams of 3-5 AI/ML engineers, data engineers, and MLOps professionals
- Work closely with software developers to integrate AI and data-driven modules into larger software solutions, ensuring seamless functionality and performance
- Mentor and guide junior data scientists and engineers, promoting best practices in AI/ML development
- Conduct comprehensive data analysis and model validation to ensure the robustness, reliability, and scalability of AI/ML solutions
- Translate complex technical concepts and results to non-technical stakeholders clearly and persuasively, facilitating informed decision-making
- Participate in ad hoc pre-sales efforts, leveraging technical expertise to support business development initiatives
Requirements:
- Bachelor or Master’s degree in Computer Science, Data Science, Statistics, Mathematics, or a related field
- 7-8 years experience in data science, machine learning, AI engineering or software development, with a demonstrated track record of deploying machine learning models and AI solutions in production environments
- In-depth knowledge of transformer-based models such as BERT
- Experience with LLMs: commercial (Anthropic, OpenAI) and non-commercial (e.g. Llama)
- Knowledge of prompt-engineering techniques such as CoT, few-shot learning, and fine-tuning/PEFT
- Proficiency in Python, including common frameworks and packages: numpy, pandas; Scikit-learn; TensorFlow, PyTorch; Spacy; LangChain, LlamaIndex
- Familiarity with cloud computing platforms, specifically the AWS suite
- Hands-on involvement in deploying models using containerization and orchestration tools like Docker and Kubernetes
- Exceptional problem-solving skills and a strategic mindset, with the ability to drive change and influence organizational direction
- Strong leadership capabilities and excellent communication skills, with the ability to engage teams and stakeholders
What you'll get:
- A warm and supportive work environment where you can reach your full potential
- Flexible working hours that allow you to balance your work and personal life
- Unlimited home office to help you stay productive and focused
- Opportunities for professional development, including certifications and training
- Additional benefits for academic teaching and speaking engagements
- Knowledge-sharing sessions where you can learn from our Dreamix team
- Team and company-wide events that bring us together
- Amazing week long summer office and winter office initiatives
- Additional health insurance and dental allowance to ensure your well-being
- Multisport card to encourage a healthy and active lifestyle
- Office massages to help you relax and unwind
If you are interested in the opportunity, send us your CV!
Only shortlisted candidates will be contacted. The confidentiality of all applications is assured!
By applying for this job, you voluntarily agree and submit your personal information. Any personal data that you provide will be processed in strict confidentiality by Dreamix ltd. only for the purposes of selection and recruitment and will not be transferred to other data controllers unless required by law. It will be stored, processed, retrieved, and deleted in accordance with the GDPR.
Originally posted on Himalayas