AI Engineer

About Launch Ventures

Launch Ventures is a niche award-winning technology company that co-creates products with industry partners who bring valuable expertise in the domain for which the product is intended. We are working with a range of startups to Fortune 500 companies. Some of our early products have achieved global scale and attracted investments from the likes of Google. We work in web mobile IoT Blockchain Cloud and AI / ML based applications and have worked across multiple industry domains (financial services media e-commerce and more).

We care deeply about the products we build and the software craftsmanship that goes into making them. This has been our mission and passion to take software products from concept to scale maturely and responsibly.

We dont just write code we Launch Ventures.

Position: AI Engineer

We are looking for a skilled AI Engineer to lead the design development and optimization of machine learning and generative AI models especially around Large Language Models (LLMs). In this role youll work across the AI/ML lifecyclefrom experimentation to scalable deploymentcontributing directly to high-impact product development.

Key Responsibilities:

• Application Development:
  

• Design and develop AI-powered applications using state-of-the-art LLM models and generative AI techniques.
  

• Implement scalable solutions that integrate LLM-powered tools into existing workflows or standalone products.
  

• Model Optimization:
  

• Fine-tune pre-trained LLM models to meet specific application requirements.
  

• Optimize model performance for real-time and high-throughput environments.
  

• LLMOps Implementation:
  

• Develop and maintain pipelines for model deployment monitoring and retraining.
  

• Set up robust systems for model performance monitoring and diagnostics.
  

• Ensure reliable operations through analytics and insights into model behavior.
  

• Vector Databases and Data Management:
  

• Utilize vector databases for efficient storage and retrieval of embeddings.
  

• Integrate databases with LLM applications to enhance query and recommendation systems.
  

• Collaboration and Innovation:
  

• Work closely with cross-functional teams including product managers data scientists and software engineers.
  

• Stay up-to-date with advancements in generative AI and LLM technologies to drive innovation.
  

Skills and Experience

• 3 years of experience in AI/ML development with a focus on generative AI and LLMs.
  

• Proficiency in programming languages such as Python and frameworks like PyTorch or TensorFlow.
  

• Hands-on experience in fine-tuning and deploying LLM models (e.g. GPT BERT etc.).
  

• Familiarity with LLMOps practices including pipeline automation monitoring and analytics.
  

• Experience with vector databases (e.g. Pinecone Weaviate or similar).
  

• Strong knowledge of natural language processing (NLP) and machine learning principles.
  

You should certainly apply if:

• Understanding of MLOps principles and cloud platforms (AWS GCP Azure).
  

• Familiarity with E-Commerce Aggregators (Amazon Shopify)
  

• Familiarity with prompt engineering and reinforcement learning from human feedback (RLHF).
  

• Experience in building real-time applications powered by generative AI.
  

• Knowledge of distributed systems and scalable architectures.