TL;DR
Staff Engineer (Data Science): Lead the architecture and technical vision for Generative AI capabilities focusing on autonomous agents, evaluation frameworks, and RAG pipelines. With an accent on designing scalable ML systems and prompt engineering for Large Language Models. Focus on building robust evaluation, continuous learning loops, and advanced information retrieval strategies.
Company
hirify.global builds uncomplicated service software delivering exceptional customer and employee experiences with a people-first AI approach, trusted by over 72,000 companies worldwide.
What you will do
- Collaborate with product and business teams to align GenAI initiatives with organizational goals.
- Define key performance metrics for GenAI solutions.
- Design intelligent systems using machine learning, statistics, and advanced mathematics.
- Develop big data processing systems using frameworks like Hadoop and Spark.
- Work with ML Engineers to design scalable real-time ML/AI architectures.
- Own end-to-end ML pipelines including data preprocessing, model generation, validation, and feedback integration.
Requirements
- Minimum 9 years of relevant experience with a Bachelor’s or higher in Computer Science, Statistics, Mathematics, or related field.
- Strong programming and problem-solving skills with deep understanding of ML mathematical foundations.
- Proven experience deploying ML projects in production with significant individual contributions.
- Experience with NLP tasks, prompt engineering, LLMs, transformers, and knowledge graphs is highly advantageous.
- Proficiency in time series analysis, distributed systems, big data technologies like Spark, and database schema design (SQL and NoSQL).
- Expertise in at least two areas among NLP, statistical ML, graph algorithms, constraint optimization, deep learning, and distributed systems.
Culture & Benefits
- Inclusive environment welcoming diverse backgrounds, genders, orientations, religions, and ethnicities.
- Commitment to equal opportunity and diversity to enhance workplace vibrancy and business goals.
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