Infosys is seeking a Product Technical lead- Data Science/AI/ML to be innovative and creative in data analysis, problem solving and presentation of solutions, and to collaborate with the engineering team to bring analytical prototypes to production.
Requirements
- A strong understanding of data analytics best practices, standards, and guidelines; and an experience with applying the same to produce high visibility AI solutions / products
- Experience in building integrated solutions with NLP, Vision, Recommendation Engines, Forecast, Time-Series, Predictive Algorithms
- Programming Skills: Python, Scikit-Learn, TensorFlow, PyTorch, matplotlib
- Exploratory Data Analysis, Machine Learning and Deep Learning Algorithms
- Hypothesis definition, Model building, Hyperparameter tuning and Model performance metrics
- Statistics Knowledge (Probability Distributions, Hypothesis Testing)
- Platform exposure with one of the key AI Services Cloud providers with working knowledge of ML Services, AI Platforms, MLOps, AIOps
Responsibilities
- Analyze raw data: assessing quality, cleansing, structuring for downstream processing.
- Design accurate and scalable AI solutions.
- Responsible for use-case derivation and solution creation from structured/unstructured data
- Responsible for Storytelling, Business & stakeholder communication and Documentation
- Experience in building integrated solutions with NLP, Vision, Recommendation Engines, Forecast, Time-Series, Predictive Algorithms
- Exploratory Data Analysis, Machine Learning and Deep Learning Algorithms
- Hypothesis definition, Model building, Hyperparameter tuning and Model performance metrics
Other
- Candidate will be innovative and creative in data analysis, problem solving and presentation of solutions.
- Candidate will collaborate with engineering team to bring analytical prototypes to production.
- Candidate must be located within commuting distance of Phoenix, AZ or Richardson, TX or be willing to relocate to the area.
- This position may require travel in the US
- Bachelor’s degree or foreign equivalent required from an accredited institution. Will also consider three years of progressive experience in the specialty in lieu of every year of education.
- At least 4 years of Information Technology experience.
- Experience and desire to work in a Global delivery environment
- All applicants authorized to work in the United States are encouraged to apply.
- Knowledge of Cloud Implementation – Azure, Kubernetes/Docker
- Experience in developing & deploying Microservices, Data Modelling, Database Design, Tuning Design Parameters, Normalization, Solving Performance bottlenecks
- Experience in Middleware, Open-Source tools & technologies
- Excellent problem-solving skills and attention to detail.
- Strong communication and teamwork abilities.
- Experience in Production support is good to have
- Experience with monitoring tools is good to have
- Good Communication and Analytical skills
- The job entails sitting as well as working at a computer for extended periods of time.
- Should be able to communicate by telephone, email, or face to face.
- Extensive travel may be required as per client and project needs.
- Infosys provides equal employment opportunities to applicants and employees without regard to race; color; sex; gender identity; sexual orientation; religious practices and observances; national origin; pregnancy, childbirth, or related medical conditions; status as a protected veteran or spouse/family member of a protected veteran; or disability.
