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Generative AI Engineer

WIT Software·Salary not specified

Primary stack

AIgRPCPineconeMilvusRAGLangChainHaystackHugging Face TransformersTensorFlow

Nice to have's

TensorFlowPyTorchOllama

Job description

About the Position

WIT Software creates products and solutions for the Telecom industry and has a very strong background on Messaging, IP Voice and Video, Unified Communications, Telecom services, TV middleware, and Mobile Money. The company has 25 years of existence and works with some of the most relevant Telecom companies from Europe, Japan, the United States, and Africa.

WIT is developing an innovative software product that leverages emerging concepts from Generative-AI and promotes the creation of innovative digital services for the Telecom industry. This product has the potential for commercial distribution to hundreds of mobile operators and service providers, reaching millions of users across various geographies worldwide.

We are seeking experienced and talented Backend Software Engineers to join our Product Team and work with Generative AI. This is an excellent opportunity for those who are passionate about developing successful software for the global market.

Responsibilities

  • Writing clean, scalable, and efficient code.
  • Building reusable code libraries for future use.
  • Creating high-performance and scalable servers using Go, Java, Node.js, Kotlin, or others.
  • Designing and implementing RESTful APIs.
  • Developing scalable server code using gRPC and similar technologies.
  • Optimizing the performance of applications for full-scale production deployments.
  • Researching and developing involving Generative AI models and techniques.
  • Designing scalable pipelines to integrate AI models, including RAG architectures, into backend services.
  • Fine-tuning and adapting models for specific use cases with domain-specific data.
  • Implementing and integrating vector databases (e.g., Pinecone, Milvus) for RAG workflows.
  • Providing code documentation and contributing to technical documents.
  • Routinely inspecting server code for speed optimization.
  • Participating in code reviews.
  • Conceptualizing and implementing solutions for data storage.
  • Configuring usability of all front-end applications.
  • Maintaining a stable server with zero downtime.
  • Troubleshooting and debugging to optimize performance.

Requirements

  • Degree in Computer Science, Engineering, or a related field.
  • Experienced with software engineering best practices such as design patterns, code reviews, unit and integration testing, etc.
  • In-depth understanding of computer science fundamentals, Internet technologies, and protocols.
  • Capable of prioritizing multiple tasks to meet goals without management oversight.
  • Fluent in English with strong communication skills.
  • Ability to communicate complex topics in a clear and structured way.
  • Capable of exploring and quickly using new frameworks and tools.
  • Proactive, able to take initiative, and operate independently.
  • Strong problem-solving skills and attention to detail.

Preferred Skills

  • Experience on integrating foundational models such as OpenAI GPT, BERT, or LLaMA.
  • Proficiency in implementing RAG architectures using tools like LangChain or Haystack.
  • Ability to fine-tune pre-trained models using libraries like Hugging Face Transformers or TensorFlow Hub.
  • Hands-on experience with vector databases like Pinecone or Milvus.
  • Proficiency in working with ML/AI libraries and frameworks like TensorFlow, PyTorch, or similar.
  • Knowledge of video generation systems using deep learning techniques, such as GANs (Generative Adversarial Networks), VAEs (Variational Autoencoders), and transformers.

We Offer

We offer a competitive compensation package as well as an environment conducive to personal and professional growth.

© WIT Software. This job description was sourced from the employer's public career page. TheJob is not the employer — we index the posting and route candidates to the source. All content rights and hiring decisions belong to the employer.

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