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Senior Software Engineer

2 months ago

Gurgaon, Haryana, India Lumenci Full time
About the Role

We are seeking a highly skilled Senior Software Engineer to join our team at Lumenci. As a key member of our engineering team, you will be responsible for designing, developing, and implementing scalable and efficient software tools related to AI-powered solutions.

Key Responsibilities:

  • Design and develop software tools that integrate with data pipelines, machine learning models, and data visualization tools.
  • Collaborate with cross-functional teams to understand business requirements and deliver a smooth user experience.
  • Contribute to building a robust product architecture and follow best practices in coding and code reviews.
  • Develop dashboard tools to automate manual processes and build powerful web applications.
  • Develop and optimize algorithms for data processing, feature engineering, and model training.
  • Participate in the full software development lifecycle, including requirements gathering, design, coding, testing, deployment, and maintenance.
  • Research and implement state-of-the-art NLP models and techniques to improve the accuracy and performance of AI-powered solutions.
  • Collaborate with the team to develop and maintain reusable NLP components, libraries, and frameworks.
  • Participate in the evaluation and selection of NLP tools, libraries, and frameworks that align with the team's goals and requirements.
  • Work with the team to ensure high-quality training data for NLP models and provide guidance on annotation best practices and guidelines.
  • Optimize NLP models for scalability, performance, and resource utilization to ensure efficient deployment in production environments.
  • Continuously monitor and maintain deployed NLP models, ensuring their performance, accuracy, and reliability over time.

Requirements:

  • Strong programming skills in Python or C++.
  • Exposure to the latest technologies in AI, ML, and Blockchain.
  • Proficiency in data manipulation, analysis, and visualization using libraries like pandas, NumPy, and Matplotlib.
  • Experience with machine learning frameworks such as scikit-learn, TensorFlow, or PyTorch.
  • Familiarity with databases (e.g., SQL, NoSQL) and data storage technologies.
  • Experience building web applications from scratch.
  • Exposure to web frameworks such as Django.
  • Familiarity with third-party APIs such as Stripe and Sendgrid.
  • Knowledge of cloud computing platforms like AWS, GCP, or Azure.
  • Exposure to DevOps practices and tools (e.g., Docker, Kubernetes).
  • Familiarity with large language models (LLMs) and experience with frameworks like langchain, huggingface, pinecone, openai-api, etc.
  • Understanding of linguistics and language structures. Knowledge of natural language processing (NLP) techniques, such as text classification, named entity recognition, and topic modeling.
  • Experience with text data preprocessing, including tokenization, stemming, and lemmatization.
  • Knowledge of evaluation metrics for NLP tasks (e.g., accuracy, precision, recall, F1-score).
  • Experience with pre-trained language models like BERT, GPT, etc.
  • Familiarity with NLP libraries and tools such as NLTK, spaCy, etc is a plus.
  • Experience with deploying NLP models in production environments.
  • Continuous learning and staying up-to-date with the latest research and advancements in the NLP field.
  • Knowledge of software development best practices, including version control (e.g., Git), testing, and documentation.
  • Excellent problem-solving and analytical skills. Strong communication and collaboration abilities.

Education and Experience:

  • BTech/ MTech in Computer Science & Engineering.
  • 3-5 years of relevant experience in software development as individual contributor.

About Lumenci:

Lumenci is the technology industry's most strategic patent monetization partner. We work with the world's top technology companies, law firms, inventors, and start-ups to find the value in their inventions and help them pursue-and defend-that value throughout the ideation to monetization lifecycle. We help clients convert innovation into patent portfolios and identify their best monetization opportunities.