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2 weeks ago
We are seeking an experienced Machine Learning Engineer to design, develop, and deploy AI applications in a production environment. The successful candidate will play a key role in evaluating models, training, and fine-tuning them.
This position requires a senior member of the team who can take ownership of projects, collaborate with engineers and stakeholders, and ensure successful project delivery.
Key Responsibilities:- Design, develop, and operationalize existing ML models by fine-tuning and personalizing them.
- Evaluate machine learning models and perform necessary tuning.
- Develop prompts that instruct LLMs to generate relevant and accurate responses.
- Collaborate with data scientists and engineers to analyze and preprocess datasets for prompt development.
- Conduct thorough analysis to evaluate LLM responses and iteratively modify prompts to improve performance.
- Build and deploy scalable machine learning pipelines on GCP or equivalent cloud platforms.
- At least 3 years of experience in designing and building AI applications for customers and deploying them into production.
- At least 5 years of software engineering experience in building secure, scalable, and performant applications.
- Experience with document extraction using AI, conversational AI, vision AI, NLP, or Gen AI.
- Expertise in Python, NumPy, Pandas, and various ML libraries (e.g., XGBoost, TensorFlow, PyTorch, Scikit-learn, LangChain).
- Familiarity with Google Cloud or other cloud platforms and their machine learning services.
As a Machine Learning Engineer at our company, you will have the opportunity to work on challenging projects, collaborate with a talented team, and develop your skills in AI and machine learning.
Good to Have:- Google Cloud Certified Professional Machine Learning or TensorFlow Certified Developer certifications or equivalent.
- Experience working with one or more public cloud platforms (GCP, AWS, Azure).
- Experience with AutoML and vision techniques.
- Master's degree in statistics, machine learning, or related fields.
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