Job Description

2. AI-ML Developer


Required Skills and Experience


Knowledgeable with AI Science tools and frameworks (i.e. Python, Scikit, NLTK, Numpy, Pandas, TensorFlow, Keras, R, Spark).


Basic knowledge of machine learning techniques (i.e. classification, regression, and clustering).


Understand machine learning principles (training, validation, etc.)


Knowledge of data query and data processing tools (i.e. SQL)


Computer science fundamentals: data structures, algorithms, performance complexity, and implications of computer architecture on software performance (e.g., I/O and memory tuning).


Software engineering fundamentals: version control systems (i.e. Git, Github) and workflows, and ability to write production-ready code.


Experience deploying highly scalable software supporting millions or more users


Experience with GPU acceleration (i.e. CUDA and cuDNN)


Experience with integrating applications and platforms with cloud technologies (i.e. AWS and GCP)


Strong oral and written communication skills. Ability to conduct meetings and make professional presentations, and to explain complex concepts and technical material to non-technical users


Responsibilities


Design machine learning systems


Research and implement machine learning algorithms and tools


Manage and direct research and development processes to meet the needs of our AI strategy


Develop machine learning applications in alignment with project requirements and business goals


Perform machine learning tests and statistical analysis in order to fine-tune the machine learning systems


Select appropriate datasets and data representation methods


Extend existing machine learning libraries and frameworks


Train systems and retrain as necessary


Work with the engineering and leadership teams on the functional design, process design, prototyping, testing, and training of AI/ML solutions


Advise leaders on technology, strategy, and policy issues related to AI/M

About Virtusa

Teamwork, quality of life, professional and personal development: values that Virtusa is proud to embody. When you join us, you join a team of 27,000 people globally that cares about your growth -- one that seeks to provide you with exciting projects, opportunities and work with state of the art technologies throughout your career with us.



Great minds, great potential: it all comes together at Virtusa. We value collaboration and the team environment of our company, and seek to provide great minds with a dynamic place to nurture new ideas and foster excellence.



Virtusa was founded on principles of equal opportunity for all, and so does not discriminate on the basis of race, religion, color, sex, gender identity, sexual orientation, age, non-disqualifying physical or mental disability, national origin, veteran status or any other basis covered by appropriate law. All employment is decided on the basis of qualifications, merit, and business need.