Machine Learning Engineer/Lead

4 weeks ago

Bengaluru, India Terralogic Software Solutions Private Limited. Full time

Role : ML Engineer/Lead

Years of experience : 2+ years

Location : Bangalore (5 days WFO)

Must have skills :

- Machine learning, NLP & AI

- Python, Pandas, NumPy, R

- Service Oriented Architecture / Web Services - SOAP / REST

- Frameworks - machine learning frameworks (like TensorFlow or PyTorch) and libraries (like scikit-learn)

- Databases- MongoDB, SQL/MySQL, ELK

- Linux & Unix working knowledge

- Configuration Management - CVS, GIT, SVN

- Webservers- JBoss, Apache Tomcat etc

Value Add :

- Knowledge on kafka, python, and ELK

- Experience with Correlation model implementation

- Good communication skills

- Scrum Master

- Problem solving skills

- You will play a key role in the overall estimation of work requirements to provide the right information on project estimations to Technology Leads and Project Managers.

- You would be a key contributor to building efficient programs/ systems and if you think you fit right in to help our clients navigate their next in their digital transformation journey

Elaborate roles and responsibilities :

  • Lead the design, development, and deployment of machine learning models and NLP solutions to address business challenges.
  • Collaborate with cross-functional teams to gather requirements, define project scope, and identify opportunities for applying machine learning techniques.
  • Utilize your expertise in Python, Pandas, NumPy, and R to preprocess data, train machine learning models, and analyze results.
  • Implement service-oriented architecture (SOA) and develop web services using SOAP and REST protocols for seamless integration of machine learning solutions with existing systems.
  • Leverage machine learning frameworks such as TensorFlow or PyTorch and libraries like scikit-learn to build and optimize models.
  • Work with various databases including MongoDB, SQL/MySQL, and ELK stack for data storage, retrieval, and analysis.
  • Demonstrate proficiency in Linux and Unix systems for development and deployment tasks.
  • Utilize configuration management tools such as CVS, GIT, and SVN for version control and collaborative development.
  • Deploy machine learning models and NLP solutions on web servers like JBoss and Apache Tomcat for real-time inference and interaction.
  • Mentor junior team members, provide technical guidance, and foster a culture of continuous learning and innovation within the team.
  • Exhibit strong problem-solving skills and the ability to think creatively to overcome technical challenges.
  • Contribute to the overall architecture and design of machine learning systems and frameworks.
  • Stay updated with the latest advancements in machine learning, NLP, and AI technologies and incorporate them into our solutions.
If you are passionate about leveraging machine learning and AI technologies to drive innovation and solve complex business problems, we encourage you to apply for this challenging and rewarding opportunity.

(ref:hirist.tech)

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