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Tech Stack
Tools & technologiesAWSAzureCloudDockerKubernetesPythonPyTorchTensorflowTerraform
About the role
Key responsibilities & impact- Contribute to the development of scalable algorithms for processing large datasets, implement and evaluate machine learning and deep learning algorithms for Natural Language Processing/Understanding.
- Assist in the design, development, and testing of ML models and pipelines for real-time processing of unstructured data.
- Collaborate with senior team members to analyze the impact of algorithm changes.
- Learn and grow under mentorship, gaining exposure to industry-standard NLP tools and techniques.
Requirements
What you’ll need- Bachelor’s Degree in Computer Science or a related field, with 3 years working experience OR a Master’s Degree in Computer Science or a related field, with 1 years working experience.
- Proficiency in Python.
- Solid understanding of data structures and algorithms.
- Proficient in Machine Learning, with a solid understanding of neural networks and the Transformer architecture.
- Familiar with foundational NLP tasks such as tokenization, Named Entity Recognition, and sentiment analysis.
- Experience with modern approaches built on pretrained language models - fine-tuning and transfer learning, text and token classification.
- Working knowledge of large language models, including prompting and retrieval-augmented generation (RAG).
- Experience or coursework in Deep Learning frameworks like PyTorch or TensorFlow.
- Strong problem-solving skills and a curiosity for learning new technologies.
- Good verbal and written communication skills.
- Familiarity with cloud platforms (e.g., Azure (preferable), AWS, or Google Cloud).
- Basic knowledge of containerization tools like Docker and orchestration platforms like Kubernetes.
- Interest in infrastructure-as-code tools like Terraform.
- Passion for exploring the intersection of NLP and emerging fields such as generative AI or multimodal systems.
Benefits
Comp & perks- Health insurance
- Professional development opportunities
ATS Keywords
✓ Tailor your resumeApplicant Tracking System Keywords
Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard Skills & Tools
Machine LearningDeep LearningNatural Language ProcessingData StructuresAlgorithmsNeural NetworksTransformer ArchitectureTokenizationNamed Entity RecognitionSentiment Analysis
Soft Skills
Problem-Solving SkillsCuriosity for LearningVerbal CommunicationWritten Communication
