Quality Analyst

Job Description

Position: Senior Machine Learning Engineer (AWS / GCP)

Work Location: Bengaluru / Pune

Mode: Work from office

Experience : 6-8 years

Responsibilities:

 Experience in Building and Deploying Productionized Gen AI Solutions

 Hands-on experience working with AI Agents

 Analyze and evaluate ML algorithms to solve specific problems, ranking them by

success probability.

 Explore, analyze, and visualize data to gain insights and understand its structure.

 Ensure data quality across various datasets and oversee the data acquisition process

when necessary.

 Define model validation strategies and develop preprocessing or feature engineering

workflows.

 Design and implement data augmentation pipelines.

 Train models, tune hyperparameters, and analyze model errors to devise solutions.

 Establish and manage A/B testing setups.

 Deploy and maintain MLOps pipelines, ensuring their smooth operation.

 Technical Expertise:

 Hands-on experience with machine learning frameworks like TensorFlow, PyTorch,

Keras, and Caffe.

 Proficiency in developing supervised machine learning algorithms and deep learning

models such as CNN, RNN, LSTM, BERT, NLU, and YOLO.

 Familiarity with cloud platforms, specifically AWS and GCP, and tools like SageMaker

and Vertex AI.

 Experience in data wrangling and PySpark, with a working knowledge of EMR and

Glue.

 Strong Python development skills and experience working in Linux environments.

 Experience containerizing applications using Docker.

 Proficiency in SQL and at least one NoSQL data store such as Elasticsearch, MongoDB,

Cassandra, or HBase.

 Experience with branch-based deployments.

Preferred Skills:

 6-8 years’ experience in Machine Learning

 Knowledge of Langchain for building language models and vector databases.

 Familiarity with embeddings and their applications in ML models.

 Understanding of MLFlow and Kubeflow for managing the ML lifecycle.

 Consulting experience

 Experience optimizing performance across multiple GPUs.

This role demands taking care of the following from our Gurugram Office.

Responsibilities

• Design and build advanced applications for the iOS platform

• Collaborate with cross-functional teams to define, design, and ship new features

• Unit-test code for robustness, including edge cases, usability, and general reliability

• Continuously discover, evaluate, and implement new technologies to maximize development efficiency

• Work on bug fixing and improving application performance

• Continuously learn and stay updated with iOS platform updates and new technologies

Qualifications we seek in you!

Minimum Qualifications

• 1+ years of experience in iOS development

• Proficient in SwiftUI and Objective-C

• Experience with iOS frameworks such as Core Data, Core Animation, Core Graphics and Core Text

Preferred Qualifications/ Skills

• Experience with offline storage, threading, and performance tuning

• Familiarity with RESTful APIs to connect iOS applications to back-end services

• Knowledge of other web technologies and UI/UX standards

• Understanding of Apple's design principles and interface guidelines

• Experience with Git or other version control systems

• Strong problem-solving and analytical skills

• Bachelor's degree in Computer Science, Engineering or a related field is preferred but not required

Job description

Develops MDM data model and architecture

Configure MDM tools to perform MDM design as required

3+ years of experience in Pimcore

5+ years of experience in PHP/MySQL

3+ years of experience in MVC (Model-View-Controller) framework

4+ years of experience in Symfony 4.x.

Experience in front-end technologies like HTML, CSS, and Ajax.

Strong experience in design, implementation, and optimization of RDBMS databases,

especially MySQL/ MariaDB.

In-depth knowledge of MySQL Database.

Data analysis, data standardization, and data cleanup

Command over Object-Oriented PHP programming

Experience with RESTful services

Experience with DevOps (CICD, etc.).

Experience with Git.

THE IDEAL CANDIDATE WILL

• Engage with executive level stakeholders from client's team to translate business problems to high level solution approach
• Partner closely with practice, and technical teams to craft well-structured comprehensive proposals/ RFP responses clearly highlighting Tredence’s competitive strengths relevant to Client's selection criteria
• Actively explore the client’s business and formulate solution ideas that can improve process efficiency and cut cost, or achieve growth/revenue/profitability targets faster
• Work hands-on across various MLOps problems and provide thought leadership
• Grow and manage large teams with diverse skillsets
• Collaborate, coach, and learn with a growing team of experienced Machine Learning Engineers and Data Scientists

ELIGIBILITY CRITERIA

• BE/BTech/MTech (Specialization/courses in ML/DS)
• At-least 7+ years of Consulting services delivery experience
• Very strong problem-solving skills & work ethics
• Possesses strong analytical/logical thinking, storyboarding and executive communication skills
• 5+ years of experience in Python/R, SQL
• 5+ years of experience in NLP algorithms, Regression & Classification Modelling, Time Series Forecasting
• Hands on work experience in DevOps
• Should have good knowledge in different deployment type like PaaS, SaaS, IaaS
• Exposure on cloud technologies like Azure, AWS or GCP
• Knowledge in python and packages for data analysis (scikit-learn, scipy, numpy, pandas, matplotlib).
• Knowledge of Deep Learning frameworks: Keras, Tensorflow, PyTorch, etc
• Experience with one or more Container-ecosystem (Docker, Kubernetes)
• Experience in building orchestration pipeline to convert plain python models into a deployable API/RESTful endpoint.
• Good understanding of OOP & Data Structures concepts

Nice to Have:

• Exposure to deployment strategies like: Blue/Green, Canary, AB Testing, Multi-arm Bandit
• Experience in Helm is a plus
• Strong understanding of data infrastructure, data warehouse, or data engineering

You can expect to –

• Work with world’ biggest retailers and help them solve some of their most critical problems. Tredence is a preferred analytics vendor for some of the largest Retailers across the globe
• Create multi-million Dollar business opportunities by leveraging impact mindset, cutting edge solutions and industry best practices.
• Work in a diverse environment that keeps evolving
• Hone your entrepreneurial skills as you contribute to growth of the organization

• Plan & execute user acquisition and engagementcampaigns through paid marketing channels
• Managing budgets and campaigns across all digital channels to drive strong return on investment and efficient CAC
• Thorough understanding and experience on media platformslike Google, Facebook etc.

• Work efficiently with our Creativeand Content teams to build content strategies

• Work closely with Analytics/Data Science team to build right personalized campaigns for different consumer segments.  

• Align with Product team and sales team for funnel improvement and tech related issues.  

• Manage campaign reports with good presentation skills.

• Potential user research, identification and testing new ideas/channels.