Kıdemli Araştırma Geliştirme / Arge Mühendisi

İdea Teknoloji Çözümleri Bilgisayar Sanayi Tic.A.Ş.

WHO ARE WE?

Idea Teknoloji is a software company that offers solutions in two main areas, namely, Operational Business Applications and FinTech. In 2014, Idea Teknoloji received R&D Center Certificate, given to R&D performing private companies, by the Ministry of Science, and Technology under the Programme for Research and Development Activities. Since then we have successfully conducted over 20 projects funded by the Scientific and Technological Research Council of Turkey (TÜBİTAK), with collaborations from top-tier universities, companies and government offices.

Since its establishment in 2005, Idea Teknoloji has become the long-term business partner for many multinational companies with a widespread distribution network both in Turkey and neighboring countries, through business applications, such as Customer relationship management (CRM); Sales force automation; Supply chain management; Pharmaceutical track and trace system; Field service automation; Route planning optimization.

In 2013, Idea Teknoloji became the first e-invoicing service provider in Turkey certified by the Revenue Administration. Pioneering the way in electronic financial applications, we provide e-Document solutions including e-Invoice, e-Ledger, e-Archiving and e-Ticket. These solutions are enriched by data mining based financial forecasting, rule based financial auditing and reporting, fraud and error analysis and regulatory compliance analysis.

In our R&D center we work to develop value added services for CRM and Fintech companies.

Job Description

We're seeking a talented and innovative Project Lead to manage our efforts on the integration and application of Large Language Models (LLMs) in software development and testing. As the LLM Project Lead, you will be responsible for leading a team of software engineers to explore and implement cutting-edge LLM applications.

Key Responsibilities:

• Develop and execute a comprehensive strategy for leveraging LLMs to improve software development and testing efficiency.
• Encourage experimentation and innovation in the application of LLMs to solve complex problems.
• Develop effective prompts and guidelines for interacting with LLMs to achieve desired outcomes.
• Select appropriate LLM models for specific tasks, such as code generation, testing and documentation.
• Integrate LLM capabilities into existing development workflows and tools

Required Skills and Experience:

• University Degree in Computer Engineering (Other engineering degrees may be considered depending on experience.).
• Strong understanding of LLM technology and its applications in software development and testing.
• Expertise in at least one ML framework and robust experience in the Python data science ecosystem.
• Experience in training / fine-tuning LLMs for specific tasks (using methods, such as Parameter Efficient, Few-medium shot)
• Experience in leading technical teams.
• Knowledge of RAG, autonomous agents, knowledge graphs, prompting techniques (e.g., Chain-of-Thought),
• Knowledge of standard NLP techniques, such as semantic similarity, language modelling, content retrieval, question answering and summarization
• Knowledge of data reduction models to reduce computational requirements
• Experience with deep learning modeling techniques including CNNs, RNNs, GANs, VAEs, Transformers
• Good command of SQL
• NoSQL programming skills is a plus
• Experience in Cloud Computing and Containers
• Experience in .Net C#, .NET Core is a plus.
• Excellent communication and collaboration skills.

Incentives

Idea Teknoloji Çözümleri offers exceptional incentives for select people who are pursuing an M.S. or a PhD degree, such as:

·       Paid leaves for academic studies (for class attandance and thesis work),

·       Sponsorship for participation in conferences, workshops and trainings,

·       Rewards for outstanding contributions in subsidized projects, patent drafting, paper publishing.

Preferred Candidate

Level of Education:

Master’s (Student), Master’s (Graduate), Doctorate (Student), Doctorate (Graduate)

Military Status:

Completed, Exempt, Delayed