BSM Consulting-L3 (AppDynamics/MF)

Job Description

We are looking for a Data Scientist with 3–5 years of experience in data analysis, statistical modeling, and machine learning to drive actionable business insights. This role involves translating complex business problems into analytical solutions, building and evaluating ML models, and communicating insights through compelling data stories. The ideal candidate combines strong statistical foundations with hands-on experience across modern data platforms and cross-functional collaboration.

What will you need to be successful in this role?

Core Data Science Skills

• Strong foundation in statistics, probability, and mathematical modeling

• Expertise in Python for data analysis (NumPy, Pandas, Scikit-learn, SciPy)

• Strong SQL skills for data extraction, transformation, and complex analytical queries

• Experience with exploratory data analysis (EDA) and statistical hypothesis testing

• Proficiency in data visualization tools (Matplotlib, Seaborn, Plotly, Tableau, or Power BI)

• Strong understanding of feature engineering and data preprocessing techniques

• Experience with A/B testing, experimental design, and causal inference

Machine Learning & Analytics

• Strong experience building and deploying ML models (regression, classification, clustering)

• Knowledge of ensemble methods, gradient boosting (XGBoost, LightGBM, CatBoost)

• Understanding of time series analysis and forecasting techniques

• Experience with model evaluation metrics and cross-validation strategies

• Familiarity with dimensionality reduction techniques (PCA, t-SNE, UMAP)

• Understanding of bias-variance tradeoff and model interpretability

• Experience with hyperparameter tuning and model optimization

GenAI & Advanced Analytics

• Working knowledge of LLMs and their application to business problems

• Experience with prompt engineering for analytical tasks

• Understanding of embeddings and semantic similarity for analytics

• Familiarity with NLP techniques (text classification, sentiment analysis, entity,extraction)

• Experience integrating AI/ML models into analytical workflows

Data Platforms & Tools

• Experience with cloud data platforms (Snowflake, Databricks, BigQuery)

• Proficiency in Jupyter notebooks and collaborative development environments

• Familiarity with version control (Git) and collaborative workflows

• Experience working with large datasets and distributed computing (Spark/PySpark)

• Understanding of data warehousing concepts and dimensional modeling

• Experience with cloud platforms (AWS, Azure, or GCP)

Business Acumen & Communication

• Strong ability to translate business problems into analytical frameworks

• Experience presenting complex analytical findings to non-technical stakeholders

• Ability to create compelling data stories and visualizations

• Track record of driving business decisions through data-driven insights

• Experience working with cross-functional teams (Product, Engineering, Business)

• Strong documentation skills for analytical methodologies and findings

Good to have

• Experience with deep learning frameworks (TensorFlow, PyTorch, Keras)

• Knowledge of reinforcement learning and optimization techniques

• Familiarity with graph analytics and network analysis

• Experience with MLOps and model deployment pipelines

• Understanding of model monitoring and performance tracking in production

• Knowledge of AutoML tools and automated feature engineering

• Experience with real-time analytics and streaming data

• Familiarity with causal ML and uplift modeling

• Publications or contributions to data science community

• Kaggle competitions or open-source contributions

• Experience in specific domains (finance, healthcare, e-commerce)

Roles and Responsibilities:

• Proven experience in Java 8, Spring Boot, Microservices and API
• Strong experience with Kafka, Kubernetes
• strong experience in using RDBMS (Mysql) and NoSQL.
• Experience working in Eclipse or Maven environments
• Hands-on experience in Unix and Shell scripting
• hands-on experience in fine-tuning application response and performance testing.
• experience in Web Services.
• Strong analysis and problem-solving skills
• Strong communication skills, both verbal and written
• Ability to work independently with limited supervision
• Proven ability to use own initiative to resolve issues
• Full ownership of projects and tasks
• Ability and willingness to work under pressure, on multiple concurrent tasks, and to deliver to agreed deadlines
• Eagerness to learn
• Strong team-working skills

We are looking for Full Stack Developer.

Experience - 3 to 5 years 

Location - Ahmedabad 

5 Days working 

Required Skills:

• Should have strong hands on experience in Node.js, React.js & Angular.js.
• Should have experience in MongoDB and Express.Js.
• Deep understanding of object - oriented JavaScript and design principles and standards, and has a solid programming background
• Experience handling different browser capabilities
• Hands - on experience in UI optimization best practice implementations
• Demonstrated ability to accurately estimate and scope development work
• Good analytical and problem - solving skills
• Communication skills are imperative both in written and in verbal form
• Excellent organizational and coordination skills

Project Management

• Develop the integrated project plans to determine time frame, procedures for accomplishing projects
• Assess consolidated project plans for dependencies, gaps and continued business value
• Plan and manage project closure and/or transitions
• Work with stakeholders to establish and gain consensus on project goals, objectives and deliverables
• Conduct project reviews to recommend changes to project schedules or resource requirements
• Document and track project scope, changes, issues and risks that affect implementation
• Facilitate the daily stand-up to achieve team consensus
• Eliminate conflicts and assist in developing solutions to manage roadblocks
• Plan and manage testing cycle with customer

Customer Success

• 3-5 years experienced engineer in design; pre / post implementation tracking / successful execution on the following categories:
• Building management systems
• Security systems / cameras; sensors; beacons
• IOT implantation within campuses / buildings
• IT security systems – understanding of the way they work / get implemented
• Comfortable with client interactions and working with client’s vendors / partners

Other Areas:

• Participates periodically in client meetings or business development presentations as part of a Team to help demonstrate our capabilities. Assists with the development of marketing materials and support

Information/data. Maintains a working knowledge of business unit’s available product and service offerings.

Requirements:

Qualifications

• Bachelor's degree or above in computer science, information systems, technology, engineering are preferred.

Other disciplines are welcome to apply if you have a strong interest or sufficient knowledge in IT domains

• At least 4 years of experience in IT Project Management role and 6 years total professional experience
• Strong communication skills, well-versed in English (spoken and written) to facilitate cross border

Communications and collaborations

• Strong stakeholder management skills to communicate across various departments and levels
• Strong time management skills, detailed and results-oriented
• Familiar with startup environment and understanding of dynamics between design, engineering, product and customer service is a plus
• Experience with agile and project management software like Jira
• Committed to the values of integrity, accountability, and customer centric

About the Company-

About the Internship:

selected intern's day-to-day responsibilities include:

1. Develop server-side/client-side applications.

2. Basic knowledge of Data structures.

3. Test and document the developed code.
4. Must have basic knowledge of any one of the following technologies -

     PHP, Javascript, Golang, Dart.

Note - Only those candidates can apply who:

1. are available for full-time (in-office) internship

2. can start the internship between 1st Aug'22 and 15th Aug'22

• A strong work ethic and sense of commitment
• Responsible for end-to-end recruitment cycle i.e., sourcing qualified candidates to deploying selected candidates with the clients.
• Understanding & analyzing the requirement of the position based on client’s specifications.
• Experience in End-to-end recruitment: Sourcing to on boarding candidates.
• Sourcing of candidates via internet postings, networking, headhunting and internal Database.
• Ability to source resumes quickly and work on multiple positions simultaneously Thorough screening applications for identifying quality candidates.
• Sound knowledge on Sourcing Candidates thru RESDEX, Monster & various Job Sites.
• Excellent knowledge in Boolean function & usage of various job board database.
• Foster long-term relationships with candidates and clients
• Draft job descriptions push them through all talent acquisition channels and coordinate candidate sourcing with the same.
• Doing junior to middle level hiring for all verticals.
• Review applicants to verify if position requirements are met.
• Format resumes meeting client expectations.
• Telephonic Screening of the profiles checking for Technical Fitment, Behavioral Fitment, Stability etc.
• Utilize your innovative and effective convincing and negotiation skills to impress and attract top talent.
• Follow up with candidates and client and maintain records of progress.
• Craft and send personalized recruiting emails with current job openings to passive candidates.
• Keep up to date with new technological trends and products
• You need to be comfortable being an individual contributor and working in an ambiguous, chaotic and fast paced work environment.
• Strong decision-making skills
• Experience in end-to-end recruitment Quick learner and a passion for bridging talent with opportunity

Minimum qualifications -

• Bachelor’s degree
• Telephonic Skills
• Interviewing & Negotiation skills
• Excellent interpersonal communication skills
• Excellent English Communication Written & Verbal, with very good E-Mail writing skills & etiquette.
• Professionalism
• Strong social aptitude and ability to build relationships
• Technical knowledge to be able to talk to job prospects and understand qualifications

• Strategy Leadership – Creates the Enterprise level technical vision, sets the direction and objectives, then motivates and guides others to take actions that support the vision. Works on highly complex projects that require in-depth knowledge across multiple specialized architecture domains.
• Reference IT Architecture- Leads the development of reference technology architecture by collaborating with digital, apps, infrastructure, and security groups.
• Business Capability Model-Expert in business architecture and leads mapping of business capabilities and developing long term plans using a business capability model
• Innovation– Develop and apply knowledge and skills in specific areas of expertise such as Enterprise Mobility, Cloud, Big Data, Analytics, Digital Business, and related topics across Enterprise Architecture, IT, and business domains.  Apply knowledge and creativity to employ technology to drive business success. Run innovation pilots with emerging technologies.
• Application Portfolio Management – Lead application portfolio management across global company application portfolio and identify opportunities to retire, reinvest, upgrade and migrate applications to the cloud.
• Develops others: Acts as a leader and advocate of IT Architecture, including coaching and training staff.
• Continuous Improvement – provides a continually improving set of software and systems engineering practices that minimize development friction, enhance the effectiveness of the architecture and contribute to increasing the velocity of delivering industry-leading, quality, technology solutions. Performs complex cost/benefit analysis when researching future state capabilities. Ensures enterprise solutions are scalable and adaptable according to changing business needs. Promotes a continuous delivery pipeline and rallies the organization around a common technical vision. Advises on best practices (architecture, implementation, etc.).
• Communications - demonstrate excellent interpersonal, written, presentation, leadership, collaboration, facilitation, and negotiation skills and the ability to interact with all levels of internal and external stakeholders. Highly collaborative and able to communicate the value of the enterprise architecture to the organization. Reviews existing enterprise architecture or business processes and establish metrics for improvements, as well as the support of all architectural disciplines under their direction. Strong customer service, networking, and teaming skills. Demonstrated ability to work effectively in a team environment and interact with all levels of internal and external personnel.

• Bachelor’s degree in Computer Science, MIS, related field, or equivalent experience
• Experience working with solutions delivery teams using Agile/Scrum or similar methodologies
• Experience with enterprise systems, like eCommerce, Digital Marketing, CRM, ERP, Field Services Management, Supply Chain solutions, HR systems
• Exceptional written, verbal & presentation skills
• Exceptional interpersonal skills including collaboration, facilitation, and influencing
• 5+ years of experience partnering with business managers to develop enterprise-level technical strategies and architectures to support their objectives
• 5+ years of experience in at least three of the following disciplines – Solution architecture, infrastructure architecture, application architecture, data architecture, business architecture
• 10+ years of experience in a midsize or large corporation supporting multiple lines of business with a global presence
• 12+ years of experience in architecture, design, or development of enterprise solutions

• Advanced degree in business, computer science, computer engineering, electrical engineering, system analysis, or related field of study
• 5+ years of experience in SAP
• 5+ years of experience in Salesforce
• 5+ years of experience in Azure
• Knowledge of TOGAF and Zachman
• Ability to develop a business case with strategic and financial justifications
• Understanding of security-related regulatory requirements, such as NIST, PCI, HIPAA compliance
• Strong leadership, analytical and technical skills, experience leading multiple, complex work streams concurrently with demonstrated expertise as a technical lead on large-scale projects
• Knowledge of business process engineering principles and processes, modeling techniques (UML, Domain-Driven Design, Domain Models, Enterprise Architecture design patterns, system integration, performance testing), operating models, financial models, cost-benefit analysis, information security, and risk management

• Should have experience in application architecture and design
• Proficiency with developing APIs in Python
• Proficiency with frontend web development (JavaScript, CSS, HTML)
• Should have 2-4 years’ experience in leading the team
• Experience object oriented programming (OOP) concepts using Python
• Experienced with full software development life-cycle, programming, database design and agile methodologies
• Experience in using Design Patterns such as MVC and frameworks such as Django, Flask
• Ability to successfully multi-task and prioritize work.

• Experience with developing applications with Angular (2+)
• Experience with Docker and Kubernetes
• Experience with SQL databases, especially PostgreSQL

• Good Communication Skills
• Behavioural:
• Good Leader
• Adaptable / Flexible

• Candidate will be a part of Product engineering global delivery team working as a Technical Lead, leading a team highly talented engineers.
• Candidate would be required (but not limited) to: 
• Team management, mentoring, prioritization of work
• Work with Architecture group for defining Product Roadmap
• Requirement gathering with stake holder for Product enhancement
• Designing, Developing, and documenting the solution
• Providing support for any application issue like performance, availability
• Contributing to actual development of user stories and features etc.

• Ensuring conformity to corporate security and compliance objectives.
• Identifying and implementing service improvement opportunities.
• Responsible for informing the ‘business impact’ of security within the team
• Promptly report security weakness or incidents to the Practice Managers/Leads