TartanHQ - AI/ML Engineer - Data Modeling (3-6 yrs)

ABOUT THE ROLE :

We are seeking a talented and experienced AI/ML Engineer who has a minimum 3+ years of experience to join our team, contributing to innovative products focused on providing AI based business applications to FinTech clients. The ideal candidate should be well-versed in the latest AI technologies, specifically Language Models (LLM), and possess strong skills in data analytics and SQL query writing.

KEY RESPONSIBILITIES :

Built AI agents for business applications :

- Design, develop, and implement advanced models using cutting-edge AI technologies, with a primary focus on Language Models (LLM), to extract relevant information from payslips.

- Includes Models and frameworks for agent consumption.

- Includes configurable rules for model fine tuning.

AI technology integration :

- Work closely with the technology team to integrate AI models into the existing infrastructure, ensuring seamless functionality.

- Stay updated on the latest advancements in AI and machine learning and apply state-of-the- art techniques, such as LLM, to continually improve model outcomes.

Data Analytics :

- Conduct thorough data analysis to identify trends, patterns, and insights that contribute to the refinement of payslip data extraction and fraud detection models.

- Provide actionable recommendations based on data insights to enhance overall performance.

Database :

- Write and optimise SQL queries to efficiently retrieve, manipulate, and analyse large datasets relevant to business use cases.

Preferred Skills :

1. Programming Languages : Python/Java

2. Machine Learning Frameworks : TensorFlow, PyTorch.

3. Data Processing Tools : Pandas, NumPy, Dask, Apache Spark

4. Model Deployment and Serving : TensorFlow Serving, Flask/FastAPI, Docker, Kubernetes, Google AI Platform.

5. Cloud Platforms and Tools : Google Cloud AI, AWS AI/ML.

6. Computational Hardware and GPUs : NVIDIA CUDA, Tensor Processing Units (TPUs), GPUs (e.g., NVIDIA, AMD)

Qualifications :

- Proven 3+ years of experience as an AI/ML engineer working on business applications.

- Expertise in OpenAI and Gemini usage and capability.

- Expertise in developing models using Language Models (LLM) for natural language processing tasks.

- Strong background in data analytics, statistical analysis, and machine learning concepts.

- Proficient in writing complex SQL queries for data extraction and analysis.

- Excellent problem-solving skills and the ability to think creatively to overcome challenges.

- Strong communication skills to effectively convey technical concepts to both technical and non-technical stakeholders.

- Ability to work collaboratively in a team environment and take complete ownership of the product.