We are looking for senior AI/ML Specialist who is extremely passionate about AI/ML model development for our wide range of cloud-based web / mobile B2B & B2C products targeted towards a wide range of industries and applications. You will be based in our new ground-breaking innovation hub with an atmosphere of start-up and get an opportunity to work and collaborate with internal and external technology specialist in areas of AI, IOT, VR/AR. Do you want to be a part of this exciting journey and make a difference?
Key Responsibilities:
- Understanding business objectives and developing models that help to achieve them, along with metrics to track their progress.
- Study and transform data science prototypes and apply appropriate machine learning algorithms and tools.
- Research and implement appropriate ML algorithms and tools
- Analyzing the ML algorithms that could be used to solve a given problem and ranking them by their success probability.
- Develop machine learning applications according to requirements
- Select appropriate datasets and data representation methods
- Run machine learning tests and experiments, and document findings and results
- Train, retrain, and monitor machine learning systems and models as needed
- Perform statistical analysis and fine-tuning using test results
- Construct optimized data pipelines to feed machine learning models
- Consult with managers to determine and refine machine learning objectives
- Extend existing machine learning libraries and frameworks
- Supervising the data acquisition process if more data is needed
- Finding available datasets online that could be used for training
- Defining validation strategies
- Defining the preprocessing or feature engineering to be done on a given dataset
- Defining data augmentation pipelines
- Deploying models to production
- Work closely with Devops to implement MLOps Topics
Requirements:
Technical Skills
- Proven experience as a Machine Learning Engineer or similar role
- Impeccable analytical and problem-solving skills
- Extensive math and computer skills, with a deep understanding of probability, statistics, and algorithms
- In-depth knowledge of machine learning frameworks, like Tensorflow or Keras or PyTorch
- Familiarity with data structures, data modeling, and software architecture
- Understanding of data structures, data modeling and software architecture
- Ability to write robust code in Python, Java and R
- Ability to select hardware to run an ML model with the required latency
- Good understanding of MLOps
Other skills
- Excellent communication and collaboration skills
- Excellent time management and organizational skills
- Innovative mind with a passion for continuous learning
- General knowledge of building machine learning systems
- Bachelor’s degree (or equivalent) in computer science, mathematics, or related field
Experience:
- About 8+ years of experience overall
- 5+ years in AI/ML, Data engineering etc
- 5+ years in Python and other libraries
- 5+ years in AWS services for AI/ML
- 3+ years in Tensorflow, Keras etc
- 2+ years in CICD topics
- 2+ years in MLOps topics
- 1+ years in supporting solution proposals, offers etc
- 4+ years in Agile delivery
- AI/ML certifications is a plus
Education:
- BE in engineering with focus on computer science / software engineering
- MCA with professional experience
Other relevant education streams with strong tech experiences can be considered
- You will be part of India Delivery center in Bangalore.
- Work from home options [ Hybird Model]
- Some travel needed (domestic/international).
- Other benefits like leaves, insurance, PF, Gratuity etc
Ready to drive with Continental? Take the first step and fill in the online application.
