Tóm lược
Mô tả công việc
Tóm tắt công việc
Duration: Full-time for 6 months
The Role
- We’re looking for a Senior Data Scientist who can tackle complex business challenges and transform them into innovative technical solutions. In this role, you’ll dive deep into statistical analysis, data mining, and cutting-edge Large Language Model (LLM) technologies to shape the future of AI-driven products.
- You’ll engage hands-on with emerging technologies, pushing the boundaries of what’s possible in AI from early ideation and research through to final delivery. And you will closely collaborate with not only the data team but also product managers and engineers to ensure successful analytics or AI feature execution.
Responsibilities
- Human-Centered Analysis: Manipulate human behavior, sentiment, and language data to uncover hidden patterns and support data-driven decision-making.
- AI/ML Model Development: Craft effective prompts to interact with AI models, optimizing output quality and relevance, performing fine-tuning, data feeding, validation, and engineering for continuous improvement.
- Deliver Pragmatic Solutions: Consistently make pragmatic technical decisions that prioritize business value and speed of delivery, aligning with our early-stage startup environment.
- Cross-functional Collaboration: Collaborate with other product and engineering teams to understand data needs and ensure the smooth delivery of data solutions.
- Competitive salary;
- Mon-Fri, flexible remote working;
- English, professional working environment.
Yêu cầu công việc
- 5+ years of relevant data science experience, with a strong emphasis on consumer-facing platforms, human-generated data, or equivalent data science domains.
- 5+ years of experience applying advanced statistical methods and data mining techniques to identify new business opportunities and address existing challenges, including experience building data products from concept to production.
- Experience with Natural Language Processing (NLP), AI/Machine Learning (ML), including LLMs and trendy ML models, encompassing prompt engineering, fine-tuning, pipeline setup, validation, and Quality Assurance (QA) for targeted applications.
- Expertise in SQL, one or more programming languages (Python, R, C++, Java), and familiarity with data science libraries and toolkits.
- Experience translating complex technical concepts to non-technical partners.
Nice to have
- Knowledge of Data Engineering, DevOps practices for AI model deployment, and MLOps principles.
- AWS Experience: Familiarity with core AWS services used in a data context.
- Experience in a Startup Environment: Comfortable with ambiguity and a fast-paced setting.
Ngôn ngữ
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English
Nói: Intermediate - Đọc: Intermediate - Viết: Intermediate
Yêu cầu kỹ thuật
- Python
- Machine Learning
- MS SQL
- Java
- C++
- Data Mining
- DevOps
- AWS
- R
- NLP
- MLOps
- LLM
Thông tin doanh nghiệp
Fram, the Swedish software Company helps Scandinavian and Northern European companies leverage the talent and power of Vietnamese rock star developers and other online industry talent.
Fram - the Swedish software Company helps Scandinavian and Northern European companies leverage the talent and power of Vietnamese rock star developers and other online industry talent. Fram is a very different company. First of all, our culture is different – we believe that to write world class code you need to work in an environment that energizes you and with colleagues that inspire and challenge you. Hence, we sit in a special designed, Scandinavian office on Nguyen Cong Tru in central Ho Chi Minh City. We only work with Scandinavia’s top online employers and we only hire Vietnam’s top 2% developers and internet industry talent.