KG Invicta Services
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Coimbatore · On-site · 4-7 Yrs · 5 days ago
Unknown · Coimbatore, India
Hiring: Engineering
What employees say
+ Good environment to gain knowledge.
− No such cons as of now
More reviews on the company profile.
Interview experience · Process Associate Trainee
There is 3 rounds of interview process Which are as follows: 1. Group discussion (hr could ask some questions) 2. Assessment 3. Manager round After these rounds they would intimate whether you are selected via phone ca
Average difficulty · Coimbatore · 6 reports
More interview insightsJob description
Overview
• Bachelor’s or master’s degree in computer science, Artificial Intelligence, Linguistics, Healthcare Informatics, or a related field.
Responsibilities
- Design, develop, and test prompts to optimize performance of large language models (LLMs) across healthcare use cases.
- Collaborate closely with AI researchers, product managers, and healthcare domain experts to define prompt requirements that align with clinical workflows.
- Continuously refine prompts based on testing, real-world performance, and end-user feedback to improve model accuracy, contextual relevance, and user satisfaction.
- Develop libraries of reusable, modular prompts for common healthcare tasks like summarizing clinical notes, generating reports, and providing diagnostic suggestions.
- Analyze the behavior of AI outputs, identify edge cases, and troubleshoot inaccuracies to improve system reliability.
- Ensure prompts adhere to industry-specific compliance standards, such as HIPAA, and support secure handling of sensitive healthcare data.
- Document prompt designs, iterations, and testing outcomes to build a robust knowledge base for continuous improvement.
- Stay current with advancements in LLMs, NLP, and AI techniques, particularly as they apply to healthcare challenges.
Qualifications
- Bachelor’s or master’s degree in computer science, Artificial Intelligence, Linguistics, Healthcare Informatics, or a related field. Relevant experience may substitute for formal education.
- 4+ years of experience working with NLP, large language models (e.g., GPT, Claude, etc.), or AI systems.
- Demonstrated experience in prompt design, fine-tuning, or optimization of AI models.
- Strong understanding of healthcare workflows, terminologies (e.g., ICD, CPT codes), and clinical documentation processes.
- Proficiency in Python, APIs for LLMs, or related tools to test and validate prompts.
- Ability to analyze AI performance metrics and provide structured feedback for model improvement.
- Excellent problem-solving and analytical skills, with a keen eye for detail.
- Exceptional written and verbal communication skills to articulate complex ideas to technical and non-technical audiences.
- Exposure to EHR/EMR systems and patient engagement platforms.
Nice to have
- Prior experience working in healthcare technology, AI-powered clinical decision systems, or medical NLP solutions.
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Job application FAQ
Last updated 21 September 2026
- How do I apply for Senior ML Engineer at KG Invicta Services?
- Open this job on Feedback AI and sign up free (or sign in). You can apply from the job detail page; match scores and skill gaps appear when your profile is complete. KG Invicta Services may attach structured assessments to interview rounds after you apply.
- Does Feedback AI show a match score for this Senior ML Engineer role?
- Yes after you add a resume or skills. Match score ranks this role against your profile — skills met, gaps, level, and location — so you prioritise applications where fit is strongest.
- Is Senior ML Engineer remote or on-site in Coimbatore, Tamil Nadu?
- This listing is marked on_site with location Coimbatore, Tamil Nadu. Confirm details on the job description before applying.
- What skills matter for this Senior ML Engineer role at KG Invicta Services?
- This is a senior Senior ML Engineer role. Key skills include skills listed in the job description. Feedback AI highlights matched vs missing skills on your profile after signup.