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Technical Lead
Walking Tree
posted 8hr ago
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Job Description
Technical Lead (AI/ML)
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Job Overview:
We are looking for a motivated and experienced Tech Lead AI/ML to join our team and drive the development of cutting-edge AI/ML solutions. This role combines hands-on technical expertise with leadership responsibilities, guiding a team to build scalable, efficient, and impactful AI/ML models. The ideal candidate should have a strong foundation in machine learning, data science, Generative AI, RAG approaches, and has deep understanding how data projects work coupled with experience leading teams or projects.
Key Responsibilities
Technical Leadership:
- Provide technical guidance and mentorship to a team of AI/ML engineers.
- Lead project planning, design reviews, and architecture discussions.
AI/ML Model Development:
- Design, develop, and optimize machine learning and deep learning models to meet business objectives.
- Perform feature engineering, hyperparameter tuning, and validation of models.
Generative AI and Advanced Solutions:
- Implement and enhance Generative AI models such as LLMs or GANs.
- Identify opportunities for using Generative AI to innovate and improve solutions.
MLOps and Deployment:
- Deploy AI/ML models into production with robust CI/CD pipelines.
- Monitor and maintain deployed models, ensuring performance and scalability.
Collaboration:
- Work closely with product managers, data engineers, and other stakeholders to define requirements and deliverables.
- Act as the technical liaison for internal and external partners.
Innovation and R&D:
- Stay up to date with advancements in AI/ML technologies and incorporate best practices into projects.
- Explore new tools, libraries, and frameworks to enhance team capabilities.
Required Skills and Qualifications
Technical Expertise:
- Strong knowledge of machine learning frameworks like TensorFlow or PyTorch.
- Proficiency in Python and ML libraries (e.g., Scikit-learn, Pandas, NumPy).
- Experience with NLP (e.g., BERT, GPT) or computer vision models (e.g., YOLO, OpenCV).
Generative AI Knowledge:
- Hands-on experience with Generative AI technologies and real-world applications.
Data Engineering and Analysis:
- Proficiency in SQL and working knowledge of big data tools like Apache Spark.
- Experience building data pipelines and ensuring data quality.
Deployment and Cloud Platforms:
- Familiarity with Docker, Kubernetes, and MLOps tools like MLflow.
- Experience with cloud platforms such as AWS, Azure, or GCP.
Soft Skills:
- Strong communication and collaboration skills.
- Proven ability to mentor junior engineers and lead technical teams.
Preferred Skills:
- Exposure to reinforcement learning or federated learning.
- Experience optimizing models for edge devices or IoT.
- Knowledge of monitoring production models for drift and retraining.
Employment Type: Full Time, Permanent
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(based on 12 Walking Tree interviews)
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Referral
Campus Placement
Walkin
33%
8%
8%
8%
43% candidates got the interview through other sources.
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What people at Walking Tree are saying
Rating based on 7 Technical Lead
reviews
Anonymous · Software Development
in Kanpur
Likes
Salaries are on time,
Dislikes
Very bad Culture, no upraisal
Read 7 reviewsTechnical Lead salary at Walking Tree
reported by
18
employees
with 8-12
years exp.
₹13
L/yr - ₹28
L/yr
17%
more
than the average Technical Lead Salary in India
View more details
What Walking Tree employees are saying about work life
based on 213 employees
Flexible timing
Monday to Friday
No travel
Day Shift
Walking Tree Benefits
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