Machine Learning Engineer

• We are looking for a strong backend developer with good experience in AWS.
• Should be able to write solid and clean code.
• Should be good with algorithms and architecture.

🎯 Ideal Candidate Profile:

This role requires a seasoned engineer/scientist with a strong academic background from a premier institution and significant hands-on experience in deep learning (specifically image processing) within a hardware or product manufacturing environment.

📋 Must-Have Requirements:

Experience & Education Combinations:

Candidates must meet one of the following criteria:

• Doctorate (PhD) + 2 years of related work experience
• Master's Degree + 5 years of related work experience
• Bachelor's Degree + 7 years of related work experience

Technical Skills:

• Minimum 5 years of hands-on experience in all of the following:
• Python
• Deep Learning (DL)
• Machine Learning (ML)
• Algorithm Development
• Image Processing
• 3.5 to 4 years of strong proficiency with PyTorch OR TensorFlow / Keras.

Industry & Institute:

• Education: Must be from a premier institute (IIT, IISC, IIIT, NIT, BITS) or a recognized regional tier 1 college.
• Industry: Current or past experience in a Product, Semiconductor, or Hardware Manufacturing company is mandatory.
• Preference: Candidates from engineering product companies are strongly preferred.

ℹ️ Additional Role Details:

• Interview Process: 3 technical rounds followed by 1 HR round.
• Work Model: Hybrid (requiring 3 days per week in the office).

Based on the job description you provided, here is a detailed breakdown of the Required Skills and Qualifications for this AI/ML/LLM role, formatted for clarity.

📝 Required Skills and Competencies:

💻 Programming & ML Prototyping:

• Strong Proficiency: Python, Data Structures, and Algorithms.
• Hands-on Experience: NumPy, Pandas, Scikit-learn (for ML prototyping).

🤖 Machine Learning Frameworks:

• Core Concepts: Solid understanding of:
• Supervised/Unsupervised Learning
• Regularization
• Feature Engineering
• Model Selection
• Cross-Validation
• Ensemble Methods: Experience with models like XGBoost and LightGBM.

🧠 Deep Learning Techniques:

• Frameworks: Proficiency with PyTorch OR TensorFlow / Keras.
• Architectures: Knowledge of:
• Convolutional Neural Networks (CNNs)
• Recurrent Neural Networks (RNNs)
• Long Short-Term Memory networks (LSTMs)
• Transformers
• Attention Mechanisms
• Optimization: Familiarity with optimization techniques (e.g., Adam, SGD), Dropout, and Batch Normalization.

💬 LLMs & RAG (Retrieval-Augmented Generation):

• Hugging Face: Experience with the Transformers library (tokenizers, embeddings, model fine-tuning).
• Vector Databases: Familiarity with Milvus, FAISS, Pinecone, or ElasticSearch.
• Advanced Techniques: Proficiency in:
• Prompt Engineering
• Function/Tool Calling
• JSON Schema Outputs

🛠️ Data & Tools:

• Data Management: SQL fundamentals; exposure to data wrangling and pipelines.
• Tools: Experience with Git/GitHub, Jupyter, and basic Docker.

🎓 Minimum Qualifications (Experience & Education Combinations):

Candidates must have experience building AI systems/solutions with Machine Learning, Deep Learning, and LLMs, meeting one of the following criteria:

• Doctorate (Academic) Degree + 2 years of related work experience.
• Master's Level Degree + 5 years of related work experience.
• Bachelor's Level Degree + 7 years of related work experience.

⭐ Preferred Traits and Mindset:

• Academic Foundation: Solid academic background with strong applied ML/DL exposure.
• Curiosity: Eagerness to learn cutting-edge AI and willingness to experiment.
• Communication: Clear communicator who can explain ML/LLM trade-offs simply.
• Ownership: Strong problem-solving and ownership mindset.

Key Responsibilities:

• Design user-friendly interfaces for web and mobile applications using Figma.
• Create wireframes, UI mockups, user flows, and interactive prototypes.
• Collaborate with cross-functional teams including developers and product managers.
• Ensure consistency in design elements, styles, and branding.
• Collect and incorporate feedback to improve designs.
• Stay updated with current design trends and tools.

Proven SEO experience

Proven SEM experience managing PPC campaigns across Google, Yahoo and Bing.

Solid understanding of performance marketing, conversion, and online customer acquisition

In-depth experience with website analytics tools (e.g, Google Analytics, NetInsight, Omniture, WebTrends)

Experience with bid management tools (e.g., Click Equations, Marin, Kenshoo, Search Ignite)

Experience with A/B and multivariate experiments

Working knowledge of HTML, CSS, and JavaScript development and constraints

Knowledge of ranking factors and search engine algorithms

Up-to-date with the latest trends and best practices in SEO and SEM

𝘞𝘦 𝘢𝘳𝘦 𝘤𝘶𝘳𝘳𝘦𝘯𝘵𝘭𝘺 𝘴𝘦𝘦𝘬𝘪𝘯𝘨 𝘢 𝘵𝘢𝘭𝘦𝘯𝘵𝘦𝘥 𝘢𝘯𝘥 𝘥𝘳𝘪𝘷𝘦𝘯 𝘉𝘶𝘴𝘪𝘯𝘦𝘴𝘴 𝘋𝘦𝘷𝘦𝘭𝘰𝘱𝘮𝘦𝘯𝘵 𝘈𝘴𝘴𝘰𝘤𝘪𝘢𝘵𝘦 (𝘉𝘋𝘈) 𝘵𝘰 𝘫𝘰𝘪𝘯 𝘰𝘶𝘳 𝘵𝘦𝘢𝘮 𝘪𝘯 𝘎𝘶𝘳𝘨𝘢𝘰𝘯. 𝘈𝘴 𝘢 𝘉𝘋𝘈, 𝘺𝘰𝘶 𝘸𝘪𝘭𝘭 𝘱𝘭𝘢𝘺 𝘢 𝘤𝘳𝘶𝘤𝘪𝘢𝘭 𝘳𝘰𝘭𝘦 𝘪𝘯 𝘥𝘳𝘪𝘷𝘪𝘯𝘨 𝘰𝘶𝘳 𝘪𝘯𝘴𝘪𝘥𝘦 𝘴𝘢𝘭𝘦𝘴 𝘦𝘧𝘧𝘰𝘳𝘵𝘴, 𝘨𝘦𝘯𝘦𝘳𝘢𝘵𝘪𝘯𝘨 𝘯𝘦𝘸 𝘣𝘶𝘴𝘪𝘯𝘦𝘴𝘴 𝘭𝘦𝘢𝘥𝘴, 𝘢𝘯𝘥 𝘦𝘹𝘱𝘢𝘯𝘥𝘪𝘯𝘨 𝘰𝘶𝘳 𝘳𝘦𝘢𝘤𝘩.

𝘑𝘰𝘣 𝘛𝘪𝘵𝘭𝘦: 𝘉𝘶𝘴𝘪𝘯𝘦𝘴𝘴 𝘋𝘦𝘷𝘦𝘭𝘰𝘱𝘮𝘦𝘯𝘵 𝘈𝘴𝘴𝘰𝘤𝘪𝘢𝘵𝘦 (𝘉𝘋𝘈)

𝘓𝘰𝘤𝘢𝘵𝘪𝘰𝘯: 𝘎𝘶𝘳𝘨𝘢𝘰𝘯

𝘞𝘰𝘳𝘬𝘪𝘯𝘨: 𝘞𝘰𝘳𝘬 𝘧𝘳𝘰𝘮 𝘰𝘧𝘧𝘪𝘤𝘦 (𝘞𝘍𝘖)

𝘐𝘯𝘥𝘶𝘴𝘵𝘳𝘺: 𝘌𝘥 𝘛𝘦𝘤𝘩

𝘍𝘶𝘯𝘤𝘵𝘪𝘰𝘯𝘢𝘭 𝘈𝘳𝘦𝘢: 𝘐𝘯𝘴𝘪𝘥𝘦 𝘚𝘢𝘭𝘦𝘴

𝘚𝘩𝘪𝘧𝘵: 𝘋𝘢𝘺 𝘚𝘩𝘪𝘧𝘵 / 𝘕𝘪𝘨𝘩𝘵 𝘚𝘩𝘪𝘧𝘵 (𝘰𝘱𝘵𝘪𝘰𝘯𝘢𝘭)

𝘚𝘢𝘭𝘢𝘳𝘺 𝘙𝘢𝘯𝘨𝘦:

𝘋𝘰𝘮𝘦𝘴𝘵𝘪𝘤 𝘚𝘩𝘪𝘧𝘵: (𝘊𝘛𝘊) 𝘐𝘕𝘙 6.6 𝘓𝘗𝘈 (4.23 𝘓𝘗𝘈 𝘍𝘪𝘹𝘦𝘥 + 2.4 𝘓𝘗𝘈 𝘝𝘢𝘳𝘪𝘢𝘣𝘭𝘦)

𝘜𝘚/𝘊𝘢𝘯𝘢𝘥𝘢 (𝘯𝘪𝘨𝘩𝘵 𝘴𝘩𝘪𝘧𝘵): (𝘊𝘛𝘊) 𝘐𝘕𝘙 7.10 𝘓𝘗𝘈 (4.8 𝘓𝘗𝘈 𝘍𝘪𝘹𝘦𝘥 + 2.3 𝘓𝘗𝘈 𝘝𝘢𝘳𝘪𝘢𝘣𝘭𝘦)

𝘛𝘳𝘢𝘪𝘯𝘪𝘯𝘨 𝘗𝘦𝘳𝘪𝘰𝘥: 21𝘒 𝘍𝘪𝘹𝘦𝘥 + 𝘐𝘯𝘤𝘦𝘯𝘵𝘪𝘷𝘦

𝘙𝘦𝘲𝘶𝘪𝘳𝘦𝘥 𝘚𝘬𝘪𝘭𝘭𝘴:

𝘌𝘹𝘤𝘦𝘭𝘭𝘦𝘯𝘵 𝘤𝘰𝘮𝘮𝘶𝘯𝘪𝘤𝘢𝘵𝘪𝘰𝘯 𝘴𝘬𝘪𝘭𝘭𝘴 𝘵𝘰 𝘦𝘧𝘧𝘦𝘤𝘵𝘪𝘷𝘦𝘭𝘺 𝘦𝘯𝘨𝘢𝘨𝘦 𝘸𝘪𝘵𝘩 𝘱𝘰𝘵𝘦𝘯𝘵𝘪𝘢𝘭 𝘤𝘭𝘪𝘦𝘯𝘵𝘴

𝘚𝘵𝘳𝘰𝘯𝘨 𝘪𝘯𝘵𝘦𝘳𝘱𝘦𝘳𝘴𝘰𝘯𝘢𝘭 𝘴𝘬𝘪𝘭𝘭𝘴 𝘵𝘰 𝘣𝘶𝘪𝘭𝘥 𝘢𝘯𝘥 𝘮𝘢𝘪𝘯𝘵𝘢𝘪𝘯 𝘳𝘦𝘭𝘢𝘵𝘪𝘰𝘯𝘴𝘩𝘪𝘱𝘴

𝘗𝘳𝘰𝘷𝘦𝘯 𝘢𝘣𝘪𝘭𝘪𝘵𝘺 𝘵𝘰 𝘮𝘦𝘦𝘵 𝘴𝘢𝘭𝘦𝘴 𝘵𝘢𝘳𝘨𝘦𝘵𝘴 𝘢𝘯𝘥 𝘥𝘳𝘪𝘷𝘦 𝘣𝘶𝘴𝘪𝘯𝘦𝘴𝘴 𝘨𝘳𝘰𝘸𝘵𝘩

𝘚𝘦𝘭𝘧-𝘮𝘰𝘵𝘪𝘷𝘢𝘵𝘦𝘥, 𝘱𝘳𝘰𝘢𝘤𝘵𝘪𝘷𝘦, 𝘢𝘯𝘥 𝘳𝘦𝘴𝘶𝘭𝘵-𝘰𝘳𝘪𝘦𝘯𝘵𝘦𝘥 𝘮𝘪𝘯𝘥𝘴𝘦𝘵

𝘎𝘰𝘰𝘥 𝘰𝘳𝘨𝘢𝘯𝘪𝘻𝘢𝘵𝘪𝘰𝘯𝘢𝘭 𝘢𝘯𝘥 𝘵𝘪𝘮𝘦 𝘮𝘢𝘯𝘢𝘨𝘦𝘮𝘦𝘯𝘵 𝘴𝘬𝘪𝘭𝘭𝘴

𝘒𝘯𝘰𝘸𝘭𝘦𝘥𝘨𝘦 𝘰𝘧 𝘵𝘩𝘦 𝘌𝘥 𝘛𝘦𝘤𝘩 𝘪𝘯𝘥𝘶𝘴𝘵𝘳𝘺 𝘢𝘯𝘥 𝘶𝘯𝘥𝘦𝘳𝘴𝘵𝘢𝘯𝘥𝘪𝘯𝘨 𝘰𝘧 𝘱𝘶𝘣𝘭𝘪𝘤 𝘴𝘱𝘦𝘢𝘬𝘪𝘯𝘨 𝘢𝘯𝘥 𝘤𝘳𝘦𝘢𝘵𝘪𝘷𝘦 𝘸𝘳𝘪𝘵𝘪𝘯𝘨 𝘦𝘥𝘶𝘤𝘢𝘵𝘪𝘰𝘯 𝘪𝘴 𝘢 𝘱𝘭𝘶𝘴.

𝘌𝘹𝘱𝘦𝘳𝘪𝘦𝘯𝘤𝘦: 0-3 𝘺𝘦𝘢𝘳𝘴 𝘰𝘧 𝘦𝘹𝘱𝘦𝘳𝘪𝘦𝘯𝘤𝘦 

𝘌𝘥𝘶𝘤𝘢𝘵𝘪𝘰𝘯: 𝘎𝘳𝘢𝘥𝘶𝘢𝘵𝘪𝘰𝘯 2018-2024

𝘐𝘮𝘱𝘰𝘳𝘵𝘢𝘯𝘵 𝘊𝘳𝘪𝘵𝘦𝘳𝘪𝘢:

𝘞𝘪𝘭𝘭𝘪𝘯𝘨𝘯𝘦𝘴𝘴 𝘵𝘰 𝘸𝘰𝘳𝘬 5 𝘥𝘢𝘺𝘴 𝘢 𝘸𝘦𝘦𝘬

𝘈𝘣𝘪𝘭𝘪𝘵𝘺 𝘵𝘰 𝘵𝘩𝘳𝘪𝘷𝘦 𝘪𝘯 𝘢 𝘩𝘪𝘨𝘩-𝘪𝘯𝘵𝘦𝘯𝘴𝘪𝘵𝘺 𝘭𝘦𝘢𝘳𝘯𝘪𝘯𝘨 𝘢𝘯𝘥 𝘳𝘢𝘱𝘪𝘥-𝘨𝘳𝘰𝘸𝘪𝘯𝘨 𝘴𝘵𝘢𝘳𝘵-𝘶𝘱 𝘦𝘯𝘷𝘪𝘳𝘰𝘯𝘮𝘦𝘯𝘵

𝘸𝘦 𝘸𝘢𝘯𝘵 𝘵𝘰 𝘩𝘦𝘢𝘳 𝘧𝘳𝘰𝘮 𝘺𝘰𝘶. 𝘑𝘰𝘪𝘯 𝘰𝘶𝘳 𝘥𝘺𝘯𝘢𝘮𝘪𝘤 𝘵𝘦𝘢𝘮 𝘢𝘯𝘥 𝘣𝘦 𝘱𝘢𝘳𝘵 𝘰𝘧 𝘢 𝘤𝘰𝘮𝘱𝘢𝘯𝘺 𝘵𝘩𝘢𝘵 𝘪𝘴 𝘳𝘦𝘷𝘰𝘭𝘶𝘵𝘪𝘰𝘯𝘪𝘻𝘪𝘯𝘨 𝘦𝘥𝘶𝘤𝘢𝘵𝘪𝘰𝘯.

CULTURE SNEAK-PEAK

https://lnkd.in/dXFPGEAN

Apart from doing impactful work together, we ensure that our employees are well taken care of and that they feel strongly about creating confidence across the globe.

As a ServiceNow Developer, you will be responsible for the design, development, implementation, customization, and support of ServiceNow solutions. You will work closely with business stakeholders, IT teams, and end-users to translate requirements into efficient and effective ServiceNow applications. Your expertise in ServiceNow platform development, configuration, and Administration will be crucial in delivering high-quality solutions that streamline processes and enhance productivity.

Responsibilities :

• Design and develop ServiceNow applications, modules, workflows, and forms based on business requirements and best practices.
• Customise and configure ServiceNow modules, including Incident Management, Change Management, Problem Management, and Service Catalogue, to meet specific business needs.
• Collaborate with cross-functional teams to gather requirements, analyze business processes, and propose innovative solutions using the ServiceNow platform.
• Create and maintain technical documentation, including system design specifications, test plans, and user manuals.
• Perform ServiceNow platform upgrades, enhancements, and integrations with third-party systems as needed.
• Conduct thorough testing and debugging of ServiceNow applications to ensure functionality, stability, and performance.
• Provide ongoing support and maintenance of ServiceNow applications, troubleshoot issues, and resolve incidents and service requests.
• Stay up-to-date with the latest ServiceNow releases, features, and functionalities and evaluate their potential impact on the organization.
• Collaborate with administrators and other developers to establish development standards, guidelines, and best practices for ServiceNow platform usage.
• Train and mentor junior developers and provide guidance on ServiceNow development techniques and best practices.

Qualifications :

• Bachelor's degree in Computer Science, Information Systems, or a related field
• Proven experience as a ServiceNow Developer, with a strong understanding of the ServiceNow platform and its core applications.
• In-depth knowledge of ServiceNow development, including scripting (JavaScript, Glide), UI customization, and workflows.
• Proficiency in ServiceNow development tools, such as ServiceNow Studio, ServiceNow Developer Studio, and ServiceNow Workflow Editor,
• Experience with ServiceNow integration technologies (SOAP, REST, JSON, XML) and web service integrations
• Solid understanding of ITIL processes, IT service management (ITSM) concepts, and IT operations.
• Ability to translate business requirements into technical specifications and develop efficient ServiceNow solutions.
• Strong analytical and problem-solving skills, with the ability to troubleshoot and resolve complex issues.
• Excellent communication skills, both verbal and written, with the ability to effectively collaborate with stakeholders at all levels
• ServiceNow certifications (e.g., ServiceNow Certified Application Developer, ServiceNow Certified System Administrator) are highly desirable.

Must have Skills :

• Experience in ITOM
• Experience in CMDB