Search by job, company or skills

Machine Learning Engineer

Machine Learning Engineer

HCL TechBee
6-8 Years
Not Disclosed
  • Posted 6 hours ago
  • Be among the first 10 applicants

Job Description

We are seeking a skilled machine Learning engineer (ML Eng) to join one of our agile development teams in our ML & AI field. In this role, you will play a key part in designing, building, and maintaining robust, scalable AI solutions within a DevOps environment.

Responsibilities

  • Develop, deploy, and optimize machine learning and AI solutions that address complex business challenges.
  • Create multi-agent systems and equip AI models with function/tool-calling capabilities
  • Design and implement RAG systems to ground AI responses in enterprise data
  • Assess and integrate AI models (e.g. LLMs) ensuring optimal performance and reliability
  • Optimize agentic workflows and AI agents for production use cases
  • Testing and optimizing system prompts and few-shot example to ensure accurate, consistent, and safe AI outputs
  • Performance evaluation of machine learning and AI models using appropriate metrics, evaluation sets and techniques, and continuously iterate and improve upon them
  • Collaborate with platform teams, data engineers, data scientists, and other stakeholders to integrate machine learning solutions into existing systems and processes
  • Participate in code reviews, testing, and debugging to ensure the quality and reliability of machine learning solutions
  • Strong problem-solving and analytical skills, with the ability to think critically and creatively about complex challenges
  • Excellent communication and collaboration skills, with the ability to work effectively with cross-functional teams and stakeholders at all levels of the organization
  • Ability to manage personal workloads effectively, to prioritize tasks, manage timelines, and deliver high-quality results on schedule
  • Continuous learning mindset, with a passion for staying up to date with the latest advancements in machine learning and artificial intelligence
  • Attention to detail and commitment to producing high-quality, reliable, and maintainable code

Skills Requirement

  • Bachelor's degree in data science, Computer Science, Mathematics, Statistics, or a related field
  • Strong programming skills in Python with experience in machine learning libraries and deep learning frameworks such as TensorFlow or PyTorch
  • 6-8 years of relevant work experience in machine learning, data science or a related field
  • Proven experience working with Large Language Models (LLMs)
  • Good understanding of AI agents & agentic workflows, LLM orchestration frameworks and reasoning patterns
  • Experience with data preprocessing, feature engineering, and model selection and evaluation techniques
  • Knowledge of statistical and mathematical concepts relevant to machine learning, such as probability, linear algebra, and optimization
  • Understanding software development best practices, including version control, testing, and documentation
  • Excellent problem-solving and debugging skills, with the ability to identify and resolve issues quickly and effectively.

More Info

Job Type:
Industry:
Employment Type:

Key Skills

Data preprocessing

Feature engineering

LLM orchestration frameworks

Mathematical concepts

AI agents

Agentic workflows

Large Language Models (LLMs)

About Company

Similar Jobs

6-9 yrs
SGD 17,750 - 20,833 per month
Singapore, Beach Road
Skills:
Tensorflow, Pytorch, Python, LangChain, FAISS, Hugging Face, Pinecone, Weaviate, LlamaIndex
5-7 yrs
Singapore
Skills:
Prometheus, Grafana, Numpy, Pandas, Gcp, Docker, Azure, Python, Kubernetes, AWS, CrewAI, Generative AI, MLOps orchestration, cloud-native monitoring platforms, Scikit-learn, RAG AI agents, LlamaIndex, model monitoring
5-15 yrs
Singapore
Skills:
Python, AI ML, Machine Learning, Pytorch, Llm
3-10 yrs
Singapore
Skills:
Rust, Jax, C++, Cuda, Pytorch, Python, distributed training, deep learning models, performance optimisation, sequence modelling, time-series prediction, GPU computing
4-7 yrs
SGD 6,500 - 13,000 per month
Singapore
Skills:
Engineering Opportunities-, workload automation , Programming, Gpu, MLops, Linux, Kubernetes, Python, Model Serving, Model Evaluation, vLLM, infrastructure issues, Capacity Planning, system performance, Model Deployment, GPU Programming, Docker Container, Monitoring