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AI/ML Engineer

 

Looking for AI/ML Engineer

For further details contact subiksha@tsmspl.com


 Job Summary:

You will be part of the team that develops Company’s next-generation security product. Our ground-breaking technology, services delivery, and intelligence gathering together with our innovations in machine learning and behavioral-based detection, allow our customers to not only defend themselves, but do so in a future-proof manner. The team is responsible for researching the software vulnerability and malware, simulating cyber-attacks and developing the detection solutions to Company’s NDR (Network Detection & Response) and NF (Network Foresnics) solution. As a member of this team, you have the opportunity to work on different projects to enable customers to have full visibility on their network as well as prevent cyber-attacks. Performs data analysis, design advance AI/ML model and implementation of assigned solution using sound engineering principles and adhering to business objectives, practices, processes, and product requirements.

 

Key Roles and Responsibilities:

·       Analyze requirements and identify potential solutions

·       Hands-on work and delivery of advanced analytics/ML/AI projects

·       Research & Design machine learning solutions for the different product requirements.

·       Implement ML algorithms and models to aid advanced Anomaly/IOC detection

·       Develop machine learning solutions according to requirements

·       Select appropriate datasets and data preparation methods

·       Perform statistical analysis and fine-tuning the model using test results

·       Train and retrain systems when necessary

·       Work with Customer/Professional Service Teams to tune deployed product

·       Participate in enhancements, troubleshooting and defect resolution

·       Develop and maintain technical specifications, drawings and supporting system documentation

·       Collaborate cross-functionally with testers, data scientists, architects, business users, project managers, tech support teams and other stakeholders to achieve optimal solutions.

 

Skills and Experience:

·       BE/BTech/ME/MTech/PhD in Computer Science or related field with 10+ years of experience in software development with minimum 5+ yrs experience in AI/ML, Deep Learning, statistical modeling, quantitative/qualitative analysis.

·       Excellent knowledge in statistical techniques and advanced machine learning algorithms - regression, classification, clustering, time series, decision trees, text analytics, deep learning, NLP etc.

·       Skill Set required: Python or Scala or Core Java, Apache Spark Framework, NoSQL database, Shell Script, Linux compatible.

·       Domain Knowledge in Networking, Network Security or Cyber Security preferable.

·       Experience in programming languages, design tools, source code control

·       Experience with operating systems, databases and frameworks

·       Sound knowledge of Computer Science fundamentals, data structures, algorithms etc.

·       Excellent problem-solving and troubleshooting skills

·       Ability to take initiative and handle concurrent tasks with appropriate priority

·       Ability to meet objectives and adhere to deadlines with minimal supervision

·       Flexible and willing to accept a change in priorities as necessary

·       Strong collaboration skills

·       Excellent communication skills

·       Ability and willingness to acquire in-depth understanding of domain and existing products and apply that knowledge to work scenarios

 


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