Python AI Engineer

Role overview

Python AI Engineer at Soliton Technologies

Skills for a Generative AI Engineer: Experience building Generative AI applications using Python and Fast API.

This role involves hands-on development with Python and AI frameworks, designing RAG-based systems, optimizing model performance, and ensuring responsible AI deployment through guardrails and observability.

Responsibilities

• Design, implement, and optimize Generative AI applications using Python and frameworks such as Fast API.
• Implement containerized deployments using Docker.
• Develop and optimize Retrieval-Augmented Generation (RAG) pipelines for improved information retrieval.
• Work with self-hosted and cloud-based vector databases for efficient search and retrieval.
• Design and manage knowledge graphs and graph-based RAG systems.
• Implement re-ranking models and retrieval optimization techniques.
• Perform inference using offline LLMs via platforms like Ollama or Hugging Face (Llama, Mistral).
• Monitor AI workflows using observability tools like MLflow or Arize Phoenix.
• Evaluate model performance using frameworks such as Tru Lens or custom-built evaluation systems.
• Hands-on knowledge of LLM frameworks such as Lang Chain or Llama Index.
• Ability to work with unstructured data (PDFs, documents, chunking, search) and structured data.
• Experience designing RAG-based systems, including prompt engineering and retrieval optimization.
• Familiarity with vector databases (Qdrant, Pinecone, Weaviate) and search solutions.
• Exposure to AI agents, workflows, and basic orchestration concepts.
• Experience using cloud platforms like Azure or AWS.
• Working knowledge of online and offline LLMs (Open AI, Llama, Mistral).
• Understanding of AI evaluation, monitoring, and observability concepts.
• Experience with Docker and CI/CD pipelines for deploying AI applications.

Required qualifications

• Bachelor’s or Master’s degree in Computer Science, Engineering, or a related field Proven experience in AI/ML engineering and related technologies 3+ years of experience building applications using Python and asynchronous programming Experience working with SQL and No SQL databases Strong problem-solving skills and ability to work in a fast-paced environment Excellent communication and teamwork skills
• Employer experience: 3-5 years

Preferred qualifications and skills

• Experience with MCP clients and servers Knowledge of multimodal LLMs for image and voice processing Knowledge of deploying applications in cloud or on-prem infrastructure Knowledge of fine-tuning techniques and data preparation for fine-tuning

Employment details

• Full Time
• Location: Bangalore, Coimbatore [India]

Application details

• Apply prompt engineering and context engineering to enhance model performance.
• Expertise ▾ Resources ▾ Company ▾ Get in touch ← Back to Careers Python AI Engineer Engineering Full Time 3–5 yrs experience Apply for this role → Summary: Soliton is a high-technology software company working with global customers across Semiconductor, Medical, Automotive, Industry 4.0, and High-Tech domains.

Benefits

• Soliton is a high-technology software company working with global customers across Semiconductor, Medical, Automotive, Industry 4.0, and High-Tech domains.
• We want every Soliton member to grow to their highest potential.
• Our work environment helps individuals explore their interests and potential and reach out to the resources and people available at Soliton to realize them.
• Read more about what it’s like to work at Soliton.
• Careers | Soliton Technologies Solitons choose their work hours as long as they take into account the requirements of the job.
• We take special care to support mothers to excel at work while they handle their responsibilities at home.
• At Soliton, we believe that every team member contributes to our success and revenue, directly or indirectly.
• To recognize this, we share a portion of our profits with all Solitons.
• Starting from your second year with us, you’ll be eligible to receive a share of the company’s profits.
• Health insurance for employees and families, gym and cycle allowance – your health is a priority!
• About Soliton : Soliton Technologies Pvt.
• Ltd., a high-technology software company headquartered in Bangalore, India.
• Soliton works with global companies, from start-ups to Fortune 500, across industries including Semiconductors, Medical Devices, Automotive, Industry 4.0, and Robotics to help them increase their competitiveness and release great products through Software Engineering Services.
• Since 1997, we have been growing over 25% annually because we especially focus on raising our standards constantly, to deliver an excellent experience to both our customers and our employees.
• Soliton Technologies is a certified Great Place to Work® in the Mid-Sized Organizations Category, recognized and issued by the Great Place to Work® Institute.
• This certification is a testament to our focus on our values of Respect, Integrity, Excellence and Innovation.
• With a team of over 400 employees across the world, we forge ahead as engineers working to our heart’s content, moving humanity forward

Additional role details

• We are seeking an Applied AI Engineer to design, build, and deploy intelligent applications leveraging Generative AI, Large Language Models (LLMs), and modern AI engineering practices.
• The Applied AI Engineer is responsible for building AI-driven applications by integrating Generative AI models, data pipelines, and inference systems into production-ready solutions.
• Build AI solutions using LLM frameworks like Llama Index and Lang Chain.
• Establish guardrails to ensure safe, ethical, and compliant AI deployments.
• Build data preprocessing and transformation pipelines for structured and unstructured data.
• Integrate online LLM providers such as Open AI, Anthropic, or GCP for real-time inference.
• Continuously improve AI systems based on evaluation insights, metrics, and user feedback.
• Engineering
• Work Location (Bangalore/Coimbatore) : This role will require working from the office (WFO) for the first 12 months.
• Based on individual performance and business requirements, a remote or hybrid work option may be considered after one year.
• For more information, visit https://www.solitontech.com/ and do read the Impact Report to get a glimpse of the first 25 years of our truly meaningful journey.
• Skills Llm Generative Ai Apply for this role → Department Engineering Job Type Full Time Experience 3–5 yrs Similar openings Forward Deployed Engineer Engineering View role → Admin Executive Admin View role → System Administrator Information Technology View role → Since 1998, Soliton has been the software engineering partner for test and validation, helping product engineering teams in the semiconductor, medical, automotive, and industrial sectors release products to the market with confidence.
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