Tata Consultancy Services
Software & DevOps Engineer AI/ML Evaluation & MLOps
Skills
1 month ago
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Important information
Contract type:
Freelance / Contract
Location:
Warsaw, Poland
Work mode:
Onsite
Published on:
23 September 2026
What they need
Role Overview
We are seeking a Software & DevOps Engineer with experience in software engineering, MLOps, and AI/ML model evaluation. The role will focus on developing and maintaining solutions that assess AI model capabilities, establish evaluation benchmarks, and support risk and governance requirements through objective, data-driven analysis.
Key Responsibilities
- Design, develop, and support solutions for evaluating AI/ML models and their capabilities.
- Build and maintain benchmarking frameworks and automated evaluation pipelines.
- Analyze model performance and assessment results to provide actionable insights.
- Collaborate with Model Risk Management (MRM) and other stakeholders to align evaluation approaches with governance requirements.
- Implement and manage solutions within DevOps and MLOps environments, ensuring scalability and reliability.
- Document evaluation methodologies, results, and technical designs.
Required Skills & Experience
- Strong software engineering experience with modern development and DevOps practices.
- Hands-on experience with MLOps, model lifecycle management, and model performance evaluation.
- Strong analytical and data interpretation skills.
- Experience working with Model Risk Management (MRM) or similar governance functions.
- Ability to develop scalable solutions and automated testing/evaluation frameworks.
Preferred Skills
- Experience with AI/LLM evaluation frameworks such as DeepEval or similar tools.
- Exposure to AI model benchmarking and validation methodologies.
- Familiarity with cybersecurity concepts, AI risk assessment, or responsible AI practices.
Key Deliverables
- Develop and own a solution that evaluates whether AI models demonstrate advanced cyber capabilities.
- Establish and maintain benchmark frameworks for model assessment.
- Execute evaluations and generate clear outputs on model capabilities and associated risks.
- Support governance and decision-making through repeatable, data-driven evaluation processes.
Education
- Bachelor's or Master's degree in Computer Science, Software Engineering, Data Science, Artificial Intelligence, or a related field.
What do we offer:
- Cooperation on a B2B contract basis.
- Opportunity to use foreign languages and the newest technologies on a daily basis.
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