Lumenci - Senior Software Engineer - Artificial Intelligence/Machine Learning

3 weeks ago

GurgaonGurugram, IN Lumenci Full time

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.

Lumenci is the most customer centric technology consulting firm which provides expert technical services in the field of IP strategy and monetization.

We work with corporations, startups, universities and VC/PE funds and advice them on everything from IP strategy to IP monetization.

We also empower Legal and IP teams to become more efficient and cost effective, by automating repeatable processes and solving complex problems.

We work with a wide variety of technologies including software, semiconductors, telecom, networking, and biotech technologies.

Lumenci combines technology domain expertise with strategic industry connections to guide you on the best route to ROI.

From ideation to monetization - we illuminate.

Responsibilities :

- Design, develop, and implement scalable and efficient software tools related to AI-powered Lumenci Platforms, integrating with data pipelines, machine learning models, and data visualization tools.

- Collaborate with cross-functional teams, including engineering, sales, marketing, product managers, and other stakeholders, to understand business requirements, develop SaaS products, and deliver a smooth user experience with a high-end look and feel.

- Contribute to building a robust product architecture, follow best practices in coding and code reviews, and be familiar with test-driven development.

- Develop dashboard tools to automate manual processes, and build and maintain easy-to-use and 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 that can be integrated into various software applications.

- Participate in the evaluation and selection of NLP tools, libraries, and frameworks that align with the team's goals and requirements.

- Work with 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.

- Ensure the quality, performance, and reliability of data-driven software solutions through rigorous testing, debugging, and code reviews.

- Stay up to date with the latest trends, techniques, and best practices in data science, machine learning, and software engineering.

- Contribute to the continuous improvement of software development processes, tools, and methodologies.

- Follow Agile/Scrum methodologies to deliver reliable software through continuous integration and continuous delivery.

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., 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., Docker, Kubernetes).

- Familiarity with large language models (LLMs) and experience with frameworks like langchain, hugging face, pinecone, open-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., 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., Git), testing, and documentation.

- Excellent problem-solving and analytical skills.

- Strong communication and collaboration abilities.

Education and Experience :

- BTech/ MTech in Computer Science and Engineering.

- 3-5 years of relevant experience in software development as an individual contributor.

Why Explore a Career at Lumenci :

We are currently looking to build an exceptionally strong technical team in India to help us deliver high-quality products and services to our clients.

Lumenci is looking for self-driven, gritty, technology enthusiasts.

If you are curious about technology, enjoy working in a high-growth startup, are hands-on with gadgets, and keep up with the next big thing in tech-you might be a great fit.

Benefits at Lumenci :

- Competitive compensation


- Medical Insurance


- Start-up culture

(ref:hirist.tech)

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