Software Engineer – AI

Job Description

Gigalogy is looking for a highly capable Software Engineer – AI to help build and advance Maira-2 , our flagship model focused on delivering high accuracy at significantly lower cost . This role is ideal for someone who has strong hands-on experience with Generative AI , including evaluating foundation models, benchmarking performance, fine-tuning models, and applying them to real-world product and business problems.

You will work closely with our CEO and core technical team to shape model strategy, experiment with new approaches, and help bring efficient, production-ready AI capabilities into our platform.

Key Responsibilities

• Work directly with the CEO on the development and improvement of Maira-2 , Gigalogy’s flagship AI model.
• Research, evaluate, and apply Generative AI models across a variety of use cases.
• Run benchmarks across different LLMs and generative models to compare quality, latency, cost, and reliability.
• Design and execute fine-tuning workflows to improve model performance for target tasks and domains.
• Build experimentation frameworks for testing prompts, model architectures, datasets, and inference strategies.
• Optimize models and pipelines for accuracy, efficiency, and lower operational cost .
• Analyze model outputs and identify opportunities to improve precision, consistency, and scalability.
• Collaborate with product, engineering, and leadership teams to translate business needs into AI solutions.
• Stay current with the latest developments in LLMs, multimodal models, fine-tuning methods, evaluation frameworks, and model optimization techniques .
• Support deployment of models into production environments with attention to performance, monitoring, and continuous improvement.

Qualifications

• Bachelor’s degree in Computer Science, Artificial Intelligence, Machine Learning, Data Science , or a related technical field.
• 3+ years of software engineering experience, including at least 1 year of hands-on experience in AI and machine learning.
• Strong understanding of Generative AI , including large language models, transformer architectures, embeddings, prompting, retrieval, and fine-tuning methods.
• Hands-on experience applying foundation models such as OpenAI, open-source LLMs, or other generative AI systems.
• Experience running benchmarks and evaluations across multiple models using defined metrics.
• Practical knowledge of fine-tuning , instruction tuning, parameter-efficient tuning, or related techniques.
• Strong programming skills in Python and familiarity with modern ML/AI frameworks.
• Experience with tools and libraries such as PyTorch, Hugging Face, LangChain/LlamaIndex, vector databases, and model evaluation frameworks .
• Ability to work in a fast-paced environment and independently drive experiments from concept to conclusion.
• Strong analytical thinking and problem-solving skills.
• Excellent communication skills and ability to work closely with senior leadership.

Preferred Qualifications

• Experience building or optimizing cost-efficient AI systems for production use.
• Familiarity with inference optimization , quantization, distillation, caching, or model compression techniques.
• Experience with RAG systems , data pipelines, and evaluation of retrieval quality.
• Exposure to GPU-based training/inference workflows and cloud infrastructure.
• Experience working in startups or highly iterative product environments.
• Understanding of trade-offs between model quality, latency, and cost .

What Success Looks Like

• You help advance Maira-2 into a model that delivers strong performance with superior cost efficiency.
• You create reliable benchmarking processes that guide model and architecture decisions.
• You identify practical ways to improve output quality while reducing inference and training costs.
• You contribute directly to turning AI research and experimentation into scalable product capabilities.

Additional Information

What We Offer

• An opportunity to work with a Tokyo-based startup and contribute to a truly innovative new AI-based service
• Opportunity to work directly with the CEO on high-impact AI initiatives.
• A meaningful role in building real-world AI products, not only prototypes.
• A collaborative, people-focused work environment where contributions are visible and valued.
• Salary range: BDT 50,000 – 120,000 per month (based on experience and assessment results)
• Salary review: Twice a year
• Performance bonus: Twice a year
• Comprehensive health insurance
• Complimentary meals and snacks
• Working days: Sunday to Thursday(Hybrid)
• Working hours: 9:00 AM – 6:00 PM (BDST)
• Office location: 3rd & 4th Floor, House 1148, Road 9/A, Avenue 10, Mirpur DOHS, Dhaka-1216, Bangladesh.