5 years
0 Lacs
Posted:1 day ago|
Platform:
On-site
Full Time
Job Description
NP- immediate
Location-Technopark, Trivandrum
Experience- 5+ years (Mandatory)
We are seeking a highly skilled and experienced Senior AI Engineer with a minimum of 5 years
of hands-on experience in designing, developing, and deploying robust Artificial Intelligence and
Machine Learning solutions. The ideal candidate will be a strong problem-solver, adept at
translating complex business challenges into scalable AI models, and capable of working across
the entire AI/ML lifecycle, from data acquisition to model deployment and monitoring. This role
requires a deep understanding of various AI techniques, strong programming skills, and a
passion for staying updated with the latest advancements in the field.
Key Responsibilities:
● AI/ML Solution Design & Development:
○ Lead the design and development of innovative and scalable AI/ML models and
algorithms to address specific business needs and optimize processes.
○ Apply various machine learning techniques including supervised, unsupervised,
and reinforcement learning, deep learning, natural language processing (NLP),
and computer vision.
○ Collaborate with data scientists, product managers, and other stakeholders to
understand business requirements and translate them into technical
specifications.
● Data Management & Preprocessing:
○ Oversee the collection, preprocessing, cleaning, and transformation of large and
complex datasets to prepare them for AI model training.
○ Implement efficient data pipelines and ensure data quality and integrity.
○ Perform exploratory data analysis to uncover insights and inform model
development.
● Model Training, Evaluation & Optimization:
○ Train, fine-tune, and evaluate AI/ML models for optimal accuracy, performance,
and generalization.
○ Select the most suitable models and algorithms for specific tasks and optimize
hyperparameters.
○ Conduct rigorous testing and debugging of AI systems to ensure reliability and
desired outcomes.
● Deployment & MLOps:
○ Lead the productionization of AI/ML models, ensuring seamless integration with
existing systems and applications.
○ Implement MLOps best practices for model versioning, deployment, monitoring,
and retraining.
○ Develop and maintain APIs for AI model integration.
● Research & Innovation:
○ Continuously research and evaluate the latest advancements in AI/ML research,
tools, and technologies.
○ Propose and implement innovative solutions to complex problems.
○ Contribute to the strategic direction of AI initiatives within the company.
● Collaboration & Mentorship:
○ Work collaboratively with cross-functional teams (e.g., software development,
data science, product teams).
○ Clearly articulate complex AI concepts to both technical and non-technical
audiences.
○ Mentor junior AI engineers and contribute to a culture of continuous learning.
Required Skills and Qualifications:
● Bachelor's or Master's degree in Computer Science, Artificial Intelligence, Machine
Learning, Data Science, or a related quantitative field.
● Minimum of 5 years of professional experience as an AI Engineer, Machine Learning
Engineer, or a similar role.
● Expert-level proficiency in at least one major programming language used for AI
development, such as Python (preferred), Java, or C++.
● Extensive experience with popular AI/ML frameworks and libraries, such as TensorFlow,
PyTorch, Keras, Scikit-learn, Hugging Face Transformers.
● Strong understanding of core machine learning concepts, algorithms, and statistical
modeling (e.g., regression, classification, clustering, dimensionality reduction).
● Solid knowledge of deep learning architectures (e.g., CNNs, RNNs, Transformers) and
their applications.
● Experience with data manipulation and analysis libraries (e.g., Pandas, NumPy).
● Familiarity with database systems (SQL, NoSQL) and big data technologies (e.g.,
Apache Spark, Hadoop) for managing large datasets.
● Experience with cloud platforms (e.g., AWS, Azure, Google Cloud) and their AI/ML
services for scalable deployment.
● Understanding of software development best practices, including version control (Git),
testing, and code review.
● Excellent problem-solving skills, analytical thinking, and a data-driven approach.
● Strong communication and interpersonal skills, with the ability to explain technical
concepts clearly.
● Ability to work independently and as part of a collaborative team in a fast-paced
environment.
● Immediate Joiner preferred
Velodata Global Pvt Ltd
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